Issue:
Bug: [FEATURE] Kv Redis feature for V2 models



### Feature Description

Extend kv support for v2 models 

### Possible Implementation

Use existing construct to extend to v2 models

### Have you spent some time checking if this feature request has been raised before?

- [x] I checked and didn't find a similar issue

### Have you read the Contributing Guidelines?

- [x] I have read the [Contributing Guidelines](https://github.com/juspay/hyperswitch/blob/main/docs/CONTRIBUTING.md)

### Are you willing to submit a PR?

Yes, I am willing to submit a PR!

Pull request description:
## Type of Change
<!-- Put an `x` in the boxes that apply -->

- [ ] Bugfix
- [ ] New feature
- [x] Enhancement
- [ ] Refactoring
- [ ] Dependency updates
- [ ] Documentation
- [ ] CI/CD

## Description

#8389
- Added Kv Redis support to - payment_intent V2, payment_attempt V2 models
- Added enable Kv route for v2 merchant-account

added enable kv api for v2 merchant account

`
curl --location 'https://<host>/v2/merchant-accounts/:mid/kv' \
--header 'Authorization: admin-api-key=***' \
--header 'x-organization-id:***' \
--header 'Content-Type: application/json' \
--data '{"kv_enabled" : true}'
`
### Additional Changes

- [x] This PR modifies the API contract
- [ ] This PR modifies the database schema
- [ ] This PR modifies application configuration/environment variables

<!--
Provide links to the files with corresponding changes.

Following are the paths where you can find config files:
1. `config`
2. `crates/router/src/configs`
3. `loadtest/config`
-->


## Motivation and Context
<!--
Why is this change required? What problem does it solve?
If it fixes an open issue, please link to the issue here.

If you don't have an issue, we'd recommend starting with one first so the PR
can focus on the implementation (unless it is an obvious bug or documentation fix
that will have little conversation).
-->


## How did you test it?
<!--
Did you write an integration/unit/API test to verify the code changes?
Or did you test this change manually (provide relevant screenshots)?
-->
Locally tested kv writes and drainer functionality

## Checklist
<!-- Put an `x` in the boxes that apply -->

- [ ] I formatted the code `cargo +nightly fmt --all`
- [x] I addressed lints thrown by `cargo clippy`
- [x] I reviewed the submitted code
- [ ] I added unit tests for my changes where possible


Testing:

Locally tested kv writes and drainer functionality

Patch:
diff --git a/crates/diesel_models/src/kv.rs b/crates/diesel_models/src/kv.rs
index 6c0666e5903..ed984649e92 100644
--- a/crates/diesel_models/src/kv.rs
+++ b/crates/diesel_models/src/kv.rs
@@ -126,12 +126,7 @@ impl DBOperation {
                 )),
                 #[cfg(feature = "v2")]
                 Updateable::PaymentAttemptUpdate(a) => DBResult::PaymentAttempt(Box::new(
-                    a.orig
-                        .update_with_attempt_id(
-                            conn,
-                            PaymentAttemptUpdateInternal::from(a.update_data),
-                        )
-                        .await?,
+                    a.orig.update_with_attempt_id(conn, a.update_data).await?,
                 )),
                 #[cfg(feature = "v1")]
                 Updateable::RefundUpdate(a) => {
@@ -263,12 +258,20 @@ pub struct PaymentIntentUpdateMems {
     pub update_data: PaymentIntentUpdateInternal,
 }
 
+#[cfg(feature = "v1")]
 #[derive(Debug, Serialize, Deserialize)]
 pub struct PaymentAttemptUpdateMems {
     pub orig: PaymentAttempt,
     pub update_data: PaymentAttemptUpdate,
 }
 
+#[cfg(feature = "v2")]
+#[derive(Debug, Serialize, Deserialize)]
+pub struct PaymentAttemptUpdateMems {
+    pub orig: PaymentAttempt,
+    pub update_data: PaymentAttemptUpdateInternal,
+}
+
 #[derive(Debug, Serialize, Deserialize)]
 pub struct RefundUpdateMems {
     pub orig: Refund,
diff --git a/crates/diesel_models/src/payment_attempt.rs b/crates/diesel_models/src/payment_attempt.rs
index 95fb600adc4..0afea0574a7 100644
--- a/crates/diesel_models/src/payment_attempt.rs
+++ b/crates/diesel_models/src/payment_attempt.rs
@@ -833,7 +833,7 @@ pub enum PaymentAttemptUpdate {
 
 // TODO: uncomment fields as and when required
 #[cfg(feature = "v2")]
-#[derive(Clone, Debug, AsChangeset, router_derive::DebugAsDisplay)]
+#[derive(Clone, Debug, AsChangeset, router_derive::DebugAsDisplay, Serialize, Deserialize)]
 #[diesel(table_name = payment_attempt)]
 pub struct PaymentAttemptUpdateInternal {
     pub status: Option<storage_enums::AttemptStatus>,
@@ -881,6 +881,112 @@ pub struct PaymentAttemptUpdateInternal {
     pub connector_request_reference_id: Option<String>,
 }
 
+#[cfg(feature = "v2")]
+impl PaymentAttemptUpdateInternal {
+    pub fn apply_changeset(self, source: PaymentAttempt) -> PaymentAttempt {
+        let Self {
+            status,
+            authentication_type,
+            error_message,
+            connector_payment_id,
+            modified_at,
+            browser_info,
+            error_code,
+            connector_metadata,
+            error_reason,
+            amount_capturable,
+            amount_to_capture,
+            updated_by,
+            merchant_connector_id,
+            connector,
+            redirection_data,
+            unified_code,
+            unified_message,
+            connector_token_details,
+            feature_metadata,
+            network_decline_code,
+            network_advice_code,
+            network_error_message,
+            payment_method_id,
+            connector_request_reference_id,
+        } = self;
+
+        PaymentAttempt {
+            payment_id: source.payment_id,
+            merchant_id: source.merchant_id,
+            status: status.unwrap_or(source.status),
+            connector: connector.or(source.connector),
+            error_message: error_message.or(source.error_message),
+            surcharge_amount: source.surcharge_amount,
+            payment_method_id: payment_method_id.or(source.payment_method_id),
+            authentication_type: authentication_type.unwrap_or(source.authentication_type),
+            created_at: source.created_at,
+            modified_at: common_utils::date_time::now(),
+            last_synced: source.last_synced,
+            cancellation_reason: source.cancellation_reason,
+            amount_to_capture: amount_to_capture.or(source.amount_to_capture),
+            browser_info: browser_info
+                .and_then(|val| {
+                    serde_json::from_value::<common_utils::types::BrowserInformation>(val).ok()
+                })
+                .or(source.browser_info),
+            error_code: error_code.or(source.error_code),
+            payment_token: source.payment_token,
+            connector_metadata: connector_metadata.or(source.connector_metadata),
+            payment_experience: source.payment_experience,
+            payment_method_data: source.payment_method_data,
+            preprocessing_step_id: source.preprocessing_step_id,
+            error_reason: error_reason.or(source.error_reason),
+            multiple_capture_count: source.multiple_capture_count,
+            connector_response_reference_id: source.connector_response_reference_id,
+            amount_capturable: amount_capturable.unwrap_or(source.amount_capturable),
+            updated_by,
+            merchant_connector_id: merchant_connector_id.or(source.merchant_connector_id),
+            encoded_data: source.encoded_data,
+            unified_code: unified_code.flatten().or(source.unified_code),
+            unified_message: unified_message.flatten().or(source.unified_message),
+            net_amount: source.net_amount,
+            external_three_ds_authentication_attempted: source
+                .external_three_ds_authentication_attempted,
+            authentication_connector: source.authentication_connector,
+            authentication_id: source.authentication_id,
+            fingerprint_id: source.fingerprint_id,
+            client_source: source.client_source,
+            client_version: source.client_version,
+            customer_acceptance: source.customer_acceptance,
+            profile_id: source.profile_id,
+            organization_id: source.organization_id,
+            card_network: source.card_network,
+            shipping_cost: source.shipping_cost,
+            order_tax_amount: source.order_tax_amount,
+            request_extended_authorization: source.request_extended_authorization,
+            extended_authorization_applied: source.extended_authorization_applied,
+            capture_before: source.capture_before,
+            card_discovery: source.card_discovery,
+            charges: source.charges,
+            processor_merchant_id: source.processor_merchant_id,
+            created_by: source.created_by,
+            payment_method_type_v2: source.payment_method_type_v2,
+            connector_payment_id: source.connector_payment_id,
+            payment_method_subtype: source.payment_method_subtype,
+            routing_result: source.routing_result,
+            authentication_applied: source.authentication_applied,
+            external_reference_id: source.external_reference_id,
+            tax_on_surcharge: source.tax_on_surcharge,
+            payment_method_billing_address: source.payment_method_billing_address,
+            redirection_data: redirection_data.or(source.redirection_data),
+            connector_payment_data: source.connector_payment_data,
+            connector_token_details: connector_token_details.or(source.connector_token_details),
+            id: source.id,
+            feature_metadata: feature_metadata.or(source.feature_metadata),
+            network_advice_code: network_advice_code.or(source.network_advice_code),
+            network_decline_code: network_decline_code.or(source.network_decline_code),
+            network_error_message: network_error_message.or(source.network_error_message),
+            connector_request_reference_id: connector_request_reference_id
+                .or(source.connector_request_reference_id),
+        }
+    }
+}
 #[cfg(feature = "v1")]
 #[derive(Clone, Debug, AsChangeset, router_derive::DebugAsDisplay)]
 #[diesel(table_name = payment_attempt)]
diff --git a/crates/diesel_models/src/payment_intent.rs b/crates/diesel_models/src/payment_intent.rs
index ea0a9cead20..bcaefa512db 100644
--- a/crates/diesel_models/src/payment_intent.rs
+++ b/crates/diesel_models/src/payment_intent.rs
@@ -632,6 +632,122 @@ pub struct PaymentIntentUpdateInternal {
     pub is_iframe_redirection_enabled: Option<bool>,
 }
 
+#[cfg(feature = "v2")]
+impl PaymentIntentUpdateInternal {
+    pub fn apply_changeset(self, source: PaymentIntent) -> PaymentIntent {
+        let Self {
+            status,
+            prerouting_algorithm,
+            amount_captured,
+            modified_at: _, // This will be ignored from self
+            active_attempt_id,
+            amount,
+            currency,
+            shipping_cost,
+            tax_details,
+            skip_external_tax_calculation,
+            surcharge_applicable,
+            surcharge_amount,
+            tax_on_surcharge,
+            routing_algorithm_id,
+            capture_method,
+            authentication_type,
+            billing_address,
+            shipping_address,
+            customer_present,
+            description,
+            return_url,
+            setup_future_usage,
+            apply_mit_exemption,
+            statement_descriptor,
+            order_details,
+            allowed_payment_method_types,
+            metadata,
+            connector_metadata,
+            feature_metadata,
+            payment_link_config,
+            request_incremental_authorization,
+            session_expiry,
+            frm_metadata,
+            request_external_three_ds_authentication,
+            updated_by,
+            force_3ds_challenge,
+            is_iframe_redirection_enabled,
+        } = self;
+
+        PaymentIntent {
+            status: status.unwrap_or(source.status),
+            prerouting_algorithm: prerouting_algorithm.or(source.prerouting_algorithm),
+            amount_captured: amount_captured.or(source.amount_captured),
+            modified_at: common_utils::date_time::now(),
+            active_attempt_id: match active_attempt_id {
+                Some(v_option) => v_option,
+                None => source.active_attempt_id,
+            },
+            amount: amount.unwrap_or(source.amount),
+            currency: currency.unwrap_or(source.currency),
+            shipping_cost: shipping_cost.or(source.shipping_cost),
+            tax_details: tax_details.or(source.tax_details),
+            skip_external_tax_calculation: skip_external_tax_calculation
+                .or(source.skip_external_tax_calculation),
+            surcharge_applicable: surcharge_applicable.or(source.surcharge_applicable),
+            surcharge_amount: surcharge_amount.or(source.surcharge_amount),
+            tax_on_surcharge: tax_on_surcharge.or(source.tax_on_surcharge),
+            routing_algorithm_id: routing_algorithm_id.or(source.routing_algorithm_id),
+            capture_method: capture_method.or(source.capture_method),
+            authentication_type: authentication_type.or(source.authentication_type),
+            billing_address: billing_address.or(source.billing_address),
+            shipping_address: shipping_address.or(source.shipping_address),
+            customer_present: customer_present.or(source.customer_present),
+            description: description.or(source.description),
+            return_url: return_url.or(source.return_url),
+            setup_future_usage: setup_future_usage.or(source.setup_future_usage),
+            apply_mit_exemption: apply_mit_exemption.or(source.apply_mit_exemption),
+            statement_descriptor: statement_descriptor.or(source.statement_descriptor),
+            order_details: order_details.or(source.order_details),
+            allowed_payment_method_types: allowed_payment_method_types
+                .or(source.allowed_payment_method_types),
+            metadata: metadata.or(source.metadata),
+            connector_metadata: connector_metadata.or(source.connector_metadata),
+            feature_metadata: feature_metadata.or(source.feature_metadata),
+            payment_link_config: payment_link_config.or(source.payment_link_config),
+            request_incremental_authorization: request_incremental_authorization
+                .or(source.request_incremental_authorization),
+            session_expiry: session_expiry.unwrap_or(source.session_expiry),
+            frm_metadata: frm_metadata.or(source.frm_metadata),
+            request_external_three_ds_authentication: request_external_three_ds_authentication
+                .or(source.request_external_three_ds_authentication),
+            updated_by,
+            force_3ds_challenge: force_3ds_challenge.or(source.force_3ds_challenge),
+            is_iframe_redirection_enabled: is_iframe_redirection_enabled
+                .or(source.is_iframe_redirection_enabled),
+
+            // Fields from source
+            merchant_id: source.merchant_id,
+            customer_id: source.customer_id,
+            created_at: source.created_at,
+            last_synced: source.last_synced,
+            attempt_count: source.attempt_count,
+            profile_id: source.profile_id,
+            payment_link_id: source.payment_link_id,
+            authorization_count: source.authorization_count,
+            customer_details: source.customer_details,
+            organization_id: source.organization_id,
+            request_extended_authorization: source.request_extended_authorization,
+            psd2_sca_exemption_type: source.psd2_sca_exemption_type,
+            split_payments: source.split_payments,
+            platform_merchant_id: source.platform_merchant_id,
+            force_3ds_challenge_trigger: source.force_3ds_challenge_trigger,
+            processor_merchant_id: source.processor_merchant_id,
+            created_by: source.created_by,
+            merchant_reference_id: source.merchant_reference_id,
+            frm_merchant_decision: source.frm_merchant_decision,
+            enable_payment_link: source.enable_payment_link,
+            id: source.id,
+        }
+    }
+}
+
 #[cfg(feature = "v1")]
 #[derive(Clone, Debug, AsChangeset, router_derive::DebugAsDisplay)]
 #[diesel(table_name = payment_intent)]
diff --git a/crates/drainer/Cargo.toml b/crates/drainer/Cargo.toml
index 1a02f9f3d95..800622cf36a 100644
--- a/crates/drainer/Cargo.toml
+++ b/crates/drainer/Cargo.toml
@@ -11,6 +11,7 @@ license.workspace = true
 release = ["vergen", "external_services/aws_kms"]
 vergen = ["router_env/vergen"]
 v1 = ["diesel_models/v1", "hyperswitch_interfaces/v1", "common_utils/v1"]
+v2 = ["diesel_models/v2", "hyperswitch_interfaces/v2", "common_utils/v2"] 
 
 [dependencies]
 actix-web = "4.11.0"
diff --git a/crates/hyperswitch_interfaces/Cargo.toml b/crates/hyperswitch_interfaces/Cargo.toml
index 04cb644a1d7..6b216d5c86f 100644
--- a/crates/hyperswitch_interfaces/Cargo.toml
+++ b/crates/hyperswitch_interfaces/Cargo.toml
@@ -10,7 +10,7 @@ license.workspace = true
 default = ["dummy_connector", "frm", "payouts"]
 dummy_connector = []
 v1 = ["hyperswitch_domain_models/v1", "api_models/v1", "common_utils/v1"]
-v2 = []
+v2 = ["api_models/v2", "common_utils/v2", "hyperswitch_domain_models/v2"]
 payouts = ["hyperswitch_domain_models/payouts"]
 frm = ["hyperswitch_domain_models/frm"]
 revenue_recovery = []
diff --git a/crates/router/src/lib.rs b/crates/router/src/lib.rs
index ed51b12ff00..6bcb17ad1a5 100644
--- a/crates/router/src/lib.rs
+++ b/crates/router/src/lib.rs
@@ -116,7 +116,7 @@ pub fn mk_app(
 > {
     let mut server_app = get_application_builder(request_body_limit, state.conf.cors.clone());
 
-    #[cfg(all(feature = "dummy_connector", feature = "v1"))]
+    #[cfg(feature = "dummy_connector")]
     {
         use routes::DummyConnector;
         server_app = server_app.service(DummyConnector::server(state.clone()));
diff --git a/crates/router/src/routes/admin.rs b/crates/router/src/routes/admin.rs
index d3ffb715b73..20de3c492e7 100644
--- a/crates/router/src/routes/admin.rs
+++ b/crates/router/src/routes/admin.rs
@@ -915,6 +915,7 @@ pub async fn connector_delete(
 /// Merchant Account - Toggle KV
 ///
 /// Toggle KV mode for the Merchant Account
+#[cfg(feature = "v1")]
 #[instrument(skip_all)]
 pub async fn merchant_account_toggle_kv(
     state: web::Data<AppState>,
@@ -938,6 +939,29 @@ pub async fn merchant_account_toggle_kv(
     .await
 }
 
+#[cfg(feature = "v2")]
+#[instrument(skip_all)]
+pub async fn merchant_account_toggle_kv(
+    state: web::Data<AppState>,
+    req: HttpRequest,
+    path: web::Path<common_utils::id_type::MerchantId>,
+    json_payload: web::Json<admin::ToggleKVRequest>,
+) -> HttpResponse {
+    let flow = Flow::ConfigKeyUpdate;
+    let mut payload = json_payload.into_inner();
+    payload.merchant_id = path.into_inner();
+
+    api::server_wrap(
+        flow,
+        state,
+        &req,
+        payload,
+        |state, _, payload, _| kv_for_merchant(state, payload.merchant_id, payload.kv_enabled),
+        &auth::V2AdminApiAuth,
+        api_locking::LockAction::NotApplicable,
+    )
+    .await
+}
 /// Merchant Account - Transfer Keys
 ///
 /// Transfer Merchant Encryption key to keymanager
@@ -965,6 +989,7 @@ pub async fn merchant_account_toggle_all_kv(
 /// Merchant Account - KV Status
 ///
 /// Toggle KV mode for the Merchant Account
+#[cfg(feature = "v1")]
 #[instrument(skip_all)]
 pub async fn merchant_account_kv_status(
     state: web::Data<AppState>,
@@ -986,6 +1011,27 @@ pub async fn merchant_account_kv_status(
     .await
 }
 
+#[cfg(feature = "v2")]
+#[instrument(skip_all)]
+pub async fn merchant_account_kv_status(
+    state: web::Data<AppState>,
+    req: HttpRequest,
+    path: web::Path<common_utils::id_type::MerchantId>,
+) -> HttpResponse {
+    let flow = Flow::ConfigKeyFetch;
+    let merchant_id = path.into_inner();
+
+    api::server_wrap(
+        flow,
+        state,
+        &req,
+        merchant_id,
+        |state, _, req, _| check_merchant_account_kv_status(state, req),
+        &auth::V2AdminApiAuth,
+        api_locking::LockAction::NotApplicable,
+    )
+    .await
+}
 /// Merchant Account - KV Status
 ///
 /// Toggle KV mode for the Merchant Account
diff --git a/crates/router/src/routes/app.rs b/crates/router/src/routes/app.rs
index 8656d3f2890..cabcc8d1507 100644
--- a/crates/router/src/routes/app.rs
+++ b/crates/router/src/routes/app.rs
@@ -600,6 +600,22 @@ impl DummyConnector {
     }
 }
 
+#[cfg(all(feature = "dummy_connector", feature = "v2"))]
+impl DummyConnector {
+    pub fn server(state: AppState) -> Scope {
+        let mut routes_with_restricted_access = web::scope("");
+        #[cfg(not(feature = "external_access_dc"))]
+        {
+            routes_with_restricted_access =
+                routes_with_restricted_access.guard(actix_web::guard::Host("localhost"));
+        }
+        routes_with_restricted_access = routes_with_restricted_access
+            .service(web::resource("/payment").route(web::post().to(dummy_connector_payment)));
+        web::scope("/dummy-connector")
+            .app_data(web::Data::new(state))
+            .service(routes_with_restricted_access)
+    }
+}
 pub struct Payments;
 
 #[cfg(all(any(feature = "olap", feature = "oltp"), feature = "v2"))]
@@ -1556,6 +1572,11 @@ impl MerchantAccount {
                     )
                     .service(
                         web::resource("/profiles").route(web::get().to(profiles::profiles_list)),
+                    )
+                    .service(
+                        web::resource("/kv")
+                            .route(web::post().to(admin::merchant_account_toggle_kv))
+                            .route(web::get().to(admin::merchant_account_kv_status)),
                     ),
             )
     }
diff --git a/crates/router/src/routes/dummy_connector.rs b/crates/router/src/routes/dummy_connector.rs
index 5d425c675a5..c0a7bc9f7fc 100644
--- a/crates/router/src/routes/dummy_connector.rs
+++ b/crates/router/src/routes/dummy_connector.rs
@@ -61,7 +61,7 @@ pub async fn dummy_connector_complete_payment(
     .await
 }
 
-#[cfg(all(feature = "dummy_connector", feature = "v1"))]
+#[cfg(feature = "dummy_connector")]
 #[instrument(skip_all, fields(flow = ?types::Flow::DummyPaymentCreate))]
 pub async fn dummy_connector_payment(
     state: web::Data<app::AppState>,
@@ -82,7 +82,7 @@ pub async fn dummy_connector_payment(
     .await
 }
 
-#[cfg(all(feature = "dummy_connector", feature = "v1"))]
+#[cfg(feature = "dummy_connector")]
 #[instrument(skip_all, fields(flow = ?types::Flow::DummyPaymentRetrieve))]
 pub async fn dummy_connector_payment_data(
     state: web::Data<app::AppState>,
diff --git a/crates/router/src/routes/dummy_connector/core.rs b/crates/router/src/routes/dummy_connector/core.rs
index cafb6b58bca..0d7fb9627cc 100644
--- a/crates/router/src/routes/dummy_connector/core.rs
+++ b/crates/router/src/routes/dummy_connector/core.rs
@@ -9,7 +9,7 @@ use crate::{
     utils::OptionExt,
 };
 
-#[cfg(all(feature = "dummy_connector", feature = "v1"))]
+#[cfg(feature = "dummy_connector")]
 pub async fn payment(
     state: SessionState,
     req: types::DummyConnectorPaymentRequest,
diff --git a/crates/storage_impl/src/customers.rs b/crates/storage_impl/src/customers.rs
index bedbcadd6a8..53056a137c1 100644
--- a/crates/storage_impl/src/customers.rs
+++ b/crates/storage_impl/src/customers.rs
@@ -23,6 +23,32 @@ use crate::{
 
 impl KvStorePartition for customers::Customer {}
 
+#[cfg(feature = "v2")]
+mod label {
+    use common_utils::id_type;
+
+    pub(super) const MODEL_NAME: &str = "customer_v2";
+    pub(super) const CLUSTER_LABEL: &str = "cust";
+
+    pub(super) fn get_global_id_label(global_customer_id: &id_type::GlobalCustomerId) -> String {
+        format!(
+            "customer_global_id_{}",
+            global_customer_id.get_string_repr()
+        )
+    }
+
+    pub(super) fn get_merchant_scoped_id_label(
+        merchant_id: &id_type::MerchantId,
+        merchant_reference_id: &id_type::CustomerId,
+    ) -> String {
+        format!(
+            "customer_mid_{}_mrefid_{}",
+            merchant_id.get_string_repr(),
+            merchant_reference_id.get_string_repr()
+        )
+    }
+}
+
 #[async_trait::async_trait]
 impl<T: DatabaseStore> domain::CustomerInterface for kv_router_store::KVRouterStore<T> {
     type Error = StorageError;
@@ -283,22 +309,32 @@ impl<T: DatabaseStore> domain::CustomerInterface for kv_router_store::KVRouterSt
             .construct_new()
             .await
             .change_context(StorageError::EncryptionError)?;
-        let storage_scheme = Box::pin(decide_storage_scheme::<_, customers::Customer>(
+
+        let decided_storage_scheme = Box::pin(decide_storage_scheme::<_, customers::Customer>(
             self,
             storage_scheme,
             Op::Insert,
         ))
         .await;
-        new_customer.update_storage_scheme(storage_scheme);
+        new_customer.update_storage_scheme(decided_storage_scheme);
+
+        let mut reverse_lookups = Vec::new();
+
+        if let Some(ref merchant_ref_id) = new_customer.merchant_reference_id {
+            let reverse_lookup_merchant_scoped_id =
+                label::get_merchant_scoped_id_label(&new_customer.merchant_id, merchant_ref_id);
+            reverse_lookups.push(reverse_lookup_merchant_scoped_id);
+        }
+
         self.insert_resource(
             state,
             key_store,
-            storage_scheme,
+            decided_storage_scheme,
             new_customer.clone().insert(&conn),
             new_customer.clone().into(),
             kv_router_store::InsertResourceParams {
                 insertable: kv::Insertable::Customer(new_customer.clone()),
-                reverse_lookups: vec![],
+                reverse_lookups,
                 identifier,
                 key,
                 resource_type: "customer",
diff --git a/crates/storage_impl/src/lib.rs b/crates/storage_impl/src/lib.rs
index 814314f4351..156ebee2dea 100644
--- a/crates/storage_impl/src/lib.rs
+++ b/crates/storage_impl/src/lib.rs
@@ -378,6 +378,16 @@ impl UniqueConstraints for diesel_models::PaymentAttempt {
     }
 }
 
+#[cfg(feature = "v2")]
+impl UniqueConstraints for diesel_models::PaymentAttempt {
+    fn unique_constraints(&self) -> Vec<String> {
+        vec![format!("pa_{}", self.id.get_string_repr())]
+    }
+    fn table_name(&self) -> &str {
+        "PaymentAttempt"
+    }
+}
+
 #[cfg(feature = "v1")]
 impl UniqueConstraints for diesel_models::Refund {
     fn unique_constraints(&self) -> Vec<String> {
diff --git a/crates/storage_impl/src/payments/payment_attempt.rs b/crates/storage_impl/src/payments/payment_attempt.rs
index 8eb8222afbf..78531b78ad6 100644
--- a/crates/storage_impl/src/payments/payment_attempt.rs
+++ b/crates/storage_impl/src/payments/payment_attempt.rs
@@ -6,16 +6,17 @@ use common_utils::{
     fallback_reverse_lookup_not_found,
     types::{ConnectorTransactionId, ConnectorTransactionIdTrait, CreatedBy},
 };
+#[cfg(feature = "v1")]
+use diesel_models::payment_attempt::PaymentAttemptNew as DieselPaymentAttemptNew;
 use diesel_models::{
     enums::{
         MandateAmountData as DieselMandateAmountData, MandateDataType as DieselMandateType,
         MandateDetails as DieselMandateDetails, MerchantStorageScheme,
     },
+    kv,
     payment_attempt::PaymentAttempt as DieselPaymentAttempt,
     reverse_lookup::{ReverseLookup, ReverseLookupNew},
 };
-#[cfg(feature = "v1")]
-use diesel_models::{kv, payment_attempt::PaymentAttemptNew as DieselPaymentAttemptNew};
 use error_stack::ResultExt;
 #[cfg(feature = "v1")]
 use hyperswitch_domain_models::payments::payment_attempt::PaymentAttemptNew;
@@ -32,22 +33,21 @@ use hyperswitch_domain_models::{
 use hyperswitch_domain_models::{
     payments::payment_attempt::PaymentListFilters, payments::PaymentIntent,
 };
-#[cfg(feature = "v1")]
+#[cfg(feature = "v2")]
+use label::*;
 use redis_interface::HsetnxReply;
 use router_env::{instrument, tracing};
 
+#[cfg(feature = "v2")]
+use crate::kv_router_store::{FilterResourceParams, FindResourceBy, UpdateResourceParams};
 use crate::{
     diesel_error_to_data_error, errors,
+    errors::RedisErrorExt,
     kv_router_store::KVRouterStore,
     lookup::ReverseLookupInterface,
-    utils::{pg_connection_read, pg_connection_write},
-    DataModelExt, DatabaseStore, RouterStore,
-};
-#[cfg(feature = "v1")]
-use crate::{
-    errors::RedisErrorExt,
     redis::kv_store::{decide_storage_scheme, kv_wrapper, KvOperation, Op, PartitionKey},
-    utils::try_redis_get_else_try_database_get,
+    utils::{pg_connection_read, pg_connection_write, try_redis_get_else_try_database_get},
+    DataModelExt, DatabaseStore, RouterStore,
 };
 
 #[async_trait::async_trait]
@@ -747,15 +747,98 @@ impl<T: DatabaseStore> PaymentAttemptInterface for KVRouterStore<T> {
         payment_attempt: PaymentAttempt,
         storage_scheme: MerchantStorageScheme,
     ) -> error_stack::Result<PaymentAttempt, errors::StorageError> {
-        // Ignoring storage scheme for v2 implementation
-        self.router_store
-            .insert_payment_attempt(
-                key_manager_state,
-                merchant_key_store,
-                payment_attempt,
-                storage_scheme,
-            )
-            .await
+        let decided_storage_scheme = Box::pin(decide_storage_scheme::<_, DieselPaymentAttempt>(
+            self,
+            storage_scheme,
+            Op::Insert,
+        ))
+        .await;
+
+        match decided_storage_scheme {
+            MerchantStorageScheme::PostgresOnly => {
+                self.router_store
+                    .insert_payment_attempt(
+                        key_manager_state,
+                        merchant_key_store,
+                        payment_attempt,
+                        decided_storage_scheme,
+                    )
+                    .await
+            }
+            MerchantStorageScheme::RedisKv => {
+                let key = PartitionKey::GlobalPaymentId {
+                    id: &payment_attempt.payment_id,
+                };
+                let key_str = key.to_string();
+                let field = format!(
+                    "{}_{}",
+                    label::CLUSTER_LABEL,
+                    payment_attempt.id.get_string_repr()
+                );
+
+                let diesel_payment_attempt_new = payment_attempt
+                    .clone()
+                    .construct_new()
+                    .await
+                    .change_context(errors::StorageError::EncryptionError)?;
+
+                let diesel_payment_attempt_for_redis: DieselPaymentAttempt =
+                    Conversion::convert(payment_attempt.clone())
+                        .await
+                        .change_context(errors::StorageError::EncryptionError)?;
+
+                let redis_entry = kv::TypedSql {
+                    op: kv::DBOperation::Insert {
+                        insertable: Box::new(kv::Insertable::PaymentAttempt(Box::new(
+                            diesel_payment_attempt_new.clone(),
+                        ))),
+                    },
+                };
+
+                let reverse_lookup_attempt_id = ReverseLookupNew {
+                    lookup_id: label::get_global_id_label(&payment_attempt.id),
+                    pk_id: key_str.clone(),
+                    sk_id: field.clone(),
+                    source: "payment_attempt".to_string(),
+                    updated_by: decided_storage_scheme.to_string(),
+                };
+                self.insert_reverse_lookup(reverse_lookup_attempt_id, decided_storage_scheme)
+                    .await?;
+
+                if let Some(ref conn_txn_id_val) = payment_attempt.connector_payment_id {
+                    let reverse_lookup_conn_txn_id = ReverseLookupNew {
+                        lookup_id: label::get_profile_id_connector_transaction_label(
+                            payment_attempt.profile_id.get_string_repr(),
+                            conn_txn_id_val,
+                        ),
+                        pk_id: key_str.clone(),
+                        sk_id: field.clone(),
+                        source: "payment_attempt".to_string(),
+                        updated_by: decided_storage_scheme.to_string(),
+                    };
+                    self.insert_reverse_lookup(reverse_lookup_conn_txn_id, decided_storage_scheme)
+                        .await?;
+                }
+
+                match Box::pin(kv_wrapper::<DieselPaymentAttempt, _, _>(
+                    self,
+                    KvOperation::HSetNx(&field, &diesel_payment_attempt_for_redis, redis_entry),
+                    key,
+                ))
+                .await
+                .map_err(|err| err.to_redis_failed_response(&key_str))?
+                .try_into_hsetnx()
+                {
+                    Ok(HsetnxReply::KeyNotSet) => Err(errors::StorageError::DuplicateValue {
+                        entity: "payment_attempt",
+                        key: Some(payment_attempt.id.get_string_repr().to_owned()),
+                    }
+                    .into()),
+                    Ok(HsetnxReply::KeySet) => Ok(payment_attempt),
+                    Err(error) => Err(error.change_context(errors::StorageError::KVError)),
+                }
+            }
+        }
     }
 
     #[cfg(feature = "v1")]
@@ -889,19 +972,48 @@ impl<T: DatabaseStore> PaymentAttemptInterface for KVRouterStore<T> {
         key_manager_state: &KeyManagerState,
         merchant_key_store: &MerchantKeyStore,
         this: PaymentAttempt,
-        payment_attempt: PaymentAttemptUpdate,
+        payment_attempt_update: PaymentAttemptUpdate,
         storage_scheme: MerchantStorageScheme,
     ) -> error_stack::Result<PaymentAttempt, errors::StorageError> {
-        // Ignoring storage scheme for v2 implementation
-        self.router_store
-            .update_payment_attempt(
-                key_manager_state,
-                merchant_key_store,
-                this,
-                payment_attempt,
-                storage_scheme,
-            )
+        let payment_attempt = Conversion::convert(this.clone())
             .await
+            .change_context(errors::StorageError::DecryptionError)?;
+
+        let key = PartitionKey::GlobalPaymentId {
+            id: &this.payment_id,
+        };
+
+        let field = format!("{}_{}", label::CLUSTER_LABEL, this.id.get_string_repr());
+        let conn = pg_connection_write(self).await?;
+
+        let payment_attempt_internal =
+            diesel_models::PaymentAttemptUpdateInternal::from(payment_attempt_update);
+        let updated_payment_attempt = payment_attempt_internal
+            .clone()
+            .apply_changeset(payment_attempt.clone());
+
+        let updated_by = updated_payment_attempt.updated_by.to_owned();
+        let updated_payment_attempt_with_id = payment_attempt
+            .clone()
+            .update_with_attempt_id(&conn, payment_attempt_internal.clone());
+
+        Box::pin(self.update_resource(
+            key_manager_state,
+            merchant_key_store,
+            storage_scheme,
+            updated_payment_attempt_with_id,
+            updated_payment_attempt,
+            UpdateResourceParams {
+                updateable: kv::Updateable::PaymentAttemptUpdate(Box::new(
+                    kv::PaymentAttemptUpdateMems {
+                        orig: payment_attempt,
+                        update_data: payment_attempt_internal,
+                    },
+                )),
+                operation: Op::Update(key.clone(), &field, Some(updated_by.as_str())),
+            },
+        ))
+        .await
     }
 
     #[cfg(feature = "v1")]
@@ -1095,15 +1207,69 @@ impl<T: DatabaseStore> PaymentAttemptInterface for KVRouterStore<T> {
         payment_id: &common_utils::id_type::GlobalPaymentId,
         storage_scheme: MerchantStorageScheme,
     ) -> error_stack::Result<PaymentAttempt, errors::StorageError> {
-        // Ignoring storage scheme for v2 implementation
-        self.router_store
-            .find_payment_attempt_last_successful_or_partially_captured_attempt_by_payment_id(
-                key_manager_state,
-                merchant_key_store,
-                payment_id,
-                storage_scheme,
-            )
-            .await
+        let database_call = || {
+            self.router_store
+                .find_payment_attempt_last_successful_or_partially_captured_attempt_by_payment_id(
+                    key_manager_state,
+                    merchant_key_store,
+                    payment_id,
+                    storage_scheme,
+                )
+        };
+
+        let decided_storage_scheme = Box::pin(decide_storage_scheme::<_, DieselPaymentAttempt>(
+            self,
+            storage_scheme,
+            Op::Find,
+        ))
+        .await;
+
+        match decided_storage_scheme {
+            MerchantStorageScheme::PostgresOnly => database_call().await,
+            MerchantStorageScheme::RedisKv => {
+                let key = PartitionKey::GlobalPaymentId { id: payment_id };
+
+                let redis_fut = async {
+                    let kv_result = kv_wrapper::<DieselPaymentAttempt, _, _>(
+                        self,
+                        KvOperation::<DieselPaymentAttempt>::Scan("pa_*"),
+                        key.clone(),
+                    )
+                    .await?
+                    .try_into_scan();
+
+                    let payment_attempt = kv_result.and_then(|mut payment_attempts| {
+                        payment_attempts.sort_by(|a, b| b.modified_at.cmp(&a.modified_at));
+                        payment_attempts
+                            .iter()
+                            .find(|&pa| {
+                                pa.status == diesel_models::enums::AttemptStatus::Charged
+                                    || pa.status
+                                        == diesel_models::enums::AttemptStatus::PartialCharged
+                            })
+                            .cloned()
+                            .ok_or(error_stack::report!(
+                                redis_interface::errors::RedisError::NotFound
+                            ))
+                    })?;
+                    let merchant_id = payment_attempt.merchant_id.clone();
+                    PaymentAttempt::convert_back(
+                        key_manager_state,
+                        payment_attempt,
+                        merchant_key_store.key.get_inner(),
+                        merchant_id.into(),
+                    )
+                    .await
+                    .change_context(redis_interface::errors::RedisError::UnknownResult)
+                };
+
+                Box::pin(try_redis_get_else_try_database_get(
+                    redis_fut,
+                    database_call,
+                ))
+                .await
+            }
+        }
     }
 
     #[cfg(feature = "v2")]
@@ -1115,16 +1281,22 @@ impl<T: DatabaseStore> PaymentAttemptInterface for KVRouterStore<T> {
         connector_transaction_id: &str,
         storage_scheme: MerchantStorageScheme,
     ) -> CustomResult<PaymentAttempt, errors::StorageError> {
-        // Ignoring storage scheme for v2 implementation
-        self.router_store
-            .find_payment_attempt_by_profile_id_connector_transaction_id(
-                key_manager_state,
-                merchant_key_store,
+        let conn = pg_connection_read(self).await?;
+        self.find_resource_by_id(
+            key_manager_state,
+            merchant_key_store,
+            storage_scheme,
+            DieselPaymentAttempt::find_by_profile_id_connector_transaction_id(
+                &conn,
                 profile_id,
                 connector_transaction_id,
-                storage_scheme,
-            )
-            .await
+            ),
+            FindResourceBy::LookupId(label::get_profile_id_connector_transaction_label(
+                profile_id.get_string_repr(),
+                connector_transaction_id,
+            )),
+        )
+        .await
     }
 
     #[instrument(skip_all)]
@@ -1329,15 +1501,15 @@ impl<T: DatabaseStore> PaymentAttemptInterface for KVRouterStore<T> {
         attempt_id: &common_utils::id_type::GlobalAttemptId,
         storage_scheme: MerchantStorageScheme,
     ) -> error_stack::Result<PaymentAttempt, errors::StorageError> {
-        // Ignoring storage scheme for v2 implementation
-        self.router_store
-            .find_payment_attempt_by_id(
-                key_manager_state,
-                merchant_key_store,
-                attempt_id,
-                storage_scheme,
-            )
-            .await
+        let conn = pg_connection_read(self).await?;
+        self.find_resource_by_id(
+            key_manager_state,
+            merchant_key_store,
+            storage_scheme,
+            DieselPaymentAttempt::find_by_id(&conn, attempt_id),
+            FindResourceBy::LookupId(label::get_global_id_label(attempt_id)),
+        )
+        .await
     }
 
     #[cfg(feature = "v2")]
@@ -1349,14 +1521,20 @@ impl<T: DatabaseStore> PaymentAttemptInterface for KVRouterStore<T> {
         merchant_key_store: &MerchantKeyStore,
         storage_scheme: MerchantStorageScheme,
     ) -> error_stack::Result<Vec<PaymentAttempt>, errors::StorageError> {
-        self.router_store
-            .find_payment_attempts_by_payment_intent_id(
-                key_manager_state,
-                payment_id,
-                merchant_key_store,
-                storage_scheme,
-            )
-            .await
+        let conn = pg_connection_read(self).await?;
+        self.filter_resources(
+            key_manager_state,
+            merchant_key_store,
+            storage_scheme,
+            DieselPaymentAttempt::find_by_payment_id(&conn, payment_id),
+            |_| true,
+            FilterResourceParams {
+                key: PartitionKey::GlobalPaymentId { id: payment_id },
+                pattern: "pa_*",
+                limit: None,
+            },
+        )
+        .await
     }
 
     #[cfg(feature = "v1")]
@@ -2036,3 +2214,25 @@ async fn add_preprocessing_id_to_reverse_lookup<T: DatabaseStore>(
         .insert_reverse_lookup(reverse_lookup_new, storage_scheme)
         .await
 }
+
+#[cfg(feature = "v2")]
+mod label {
+    pub(super) const MODEL_NAME: &str = "payment_attempt_v2";
+    pub(super) const CLUSTER_LABEL: &str = "pa";
+
+    pub(super) fn get_profile_id_connector_transaction_label(
+        profile_id: &str,
+        connector_transaction_id: &str,
+    ) -> String {
+        format!(
+            "profile_{}_conn_txn_{}",
+            profile_id, connector_transaction_id
+        )
+    }
+
+    pub(super) fn get_global_id_label(
+        attempt_id: &common_utils::id_type::GlobalAttemptId,
+    ) -> String {
+        format!("attempt_global_id_{}", attempt_id.get_string_repr())
+    }
+}
diff --git a/crates/storage_impl/src/payments/payment_intent.rs b/crates/storage_impl/src/payments/payment_intent.rs
index 17156855e13..d054a4b1650 100644
--- a/crates/storage_impl/src/payments/payment_intent.rs
+++ b/crates/storage_impl/src/payments/payment_intent.rs
@@ -2,13 +2,22 @@
 use api_models::payments::{AmountFilter, Order, SortBy, SortOn};
 #[cfg(feature = "olap")]
 use async_bb8_diesel::{AsyncConnection, AsyncRunQueryDsl};
-#[cfg(feature = "v1")]
-use common_utils::ext_traits::Encode;
-use common_utils::{ext_traits::AsyncExt, types::keymanager::KeyManagerState};
+#[cfg(feature = "v2")]
+use common_utils::fallback_reverse_lookup_not_found;
+use common_utils::{
+    ext_traits::{AsyncExt, Encode},
+    types::keymanager::KeyManagerState,
+};
 #[cfg(feature = "olap")]
 use diesel::{associations::HasTable, ExpressionMethods, JoinOnDsl, QueryDsl};
+#[cfg(feature = "v1")]
+use diesel_models::payment_intent::PaymentIntentUpdate as DieselPaymentIntentUpdate;
+#[cfg(feature = "v2")]
+use diesel_models::payment_intent::PaymentIntentUpdateInternal;
 #[cfg(feature = "olap")]
 use diesel_models::query::generics::db_metrics;
+#[cfg(feature = "v2")]
+use diesel_models::reverse_lookup::ReverseLookupNew;
 #[cfg(all(feature = "v1", feature = "olap"))]
 use diesel_models::schema::{
     payment_attempt::{self as payment_attempt_schema, dsl as pa_dsl},
@@ -20,10 +29,8 @@ use diesel_models::schema_v2::{
     payment_intent::dsl as pi_dsl,
 };
 use diesel_models::{
-    enums::MerchantStorageScheme, payment_intent::PaymentIntent as DieselPaymentIntent,
+    enums::MerchantStorageScheme, kv, payment_intent::PaymentIntent as DieselPaymentIntent,
 };
-#[cfg(feature = "v1")]
-use diesel_models::{kv, payment_intent::PaymentIntentUpdate as DieselPaymentIntentUpdate};
 use error_stack::ResultExt;
 #[cfg(feature = "olap")]
 use hyperswitch_domain_models::payments::{
@@ -37,7 +44,6 @@ use hyperswitch_domain_models::{
         PaymentIntent,
     },
 };
-#[cfg(feature = "v1")]
 use redis_interface::HsetnxReply;
 #[cfg(feature = "olap")]
 use router_env::logger;
@@ -47,17 +53,14 @@ use router_env::{instrument, tracing};
 use crate::connection;
 use crate::{
     diesel_error_to_data_error,
-    errors::StorageError,
+    errors::{RedisErrorExt, StorageError},
     kv_router_store::KVRouterStore,
-    utils::{pg_connection_read, pg_connection_write},
-    DatabaseStore,
-};
-#[cfg(feature = "v1")]
-use crate::{
-    errors::RedisErrorExt,
     redis::kv_store::{decide_storage_scheme, kv_wrapper, KvOperation, Op, PartitionKey},
-    utils,
+    utils::{self, pg_connection_read, pg_connection_write},
+    DatabaseStore,
 };
+#[cfg(feature = "v2")]
+use crate::{errors, lookup::ReverseLookupInterface};
 
 #[async_trait::async_trait]
 impl<T: DatabaseStore> PaymentIntentInterface for KVRouterStore<T> {
@@ -163,7 +166,68 @@ impl<T: DatabaseStore> PaymentIntentInterface for KVRouterStore<T> {
             }
 
             MerchantStorageScheme::RedisKv => {
-                todo!("Implement payment intent insert for kv")
+                let id = payment_intent.id.clone();
+                let key = PartitionKey::GlobalPaymentId { id: &id };
+                let field = format!("pi_{}", id.get_string_repr());
+                let key_str = key.to_string();
+
+                let new_payment_intent = payment_intent
+                    .clone()
+                    .construct_new()
+                    .await
+                    .change_context(StorageError::EncryptionError)?;
+
+                let redis_entry = kv::TypedSql {
+                    op: kv::DBOperation::Insert {
+                        insertable: Box::new(kv::Insertable::PaymentIntent(Box::new(
+                            new_payment_intent,
+                        ))),
+                    },
+                };
+
+                let diesel_payment_intent = payment_intent
+                    .clone()
+                    .convert()
+                    .await
+                    .change_context(StorageError::EncryptionError)?;
+
+                if let Some(merchant_reference_id) = &payment_intent.merchant_reference_id {
+                    let reverse_lookup = ReverseLookupNew {
+                        lookup_id: format!(
+                            "pi_merchant_reference_{}_{}",
+                            payment_intent.profile_id.get_string_repr(),
+                            merchant_reference_id.get_string_repr()
+                        ),
+                        pk_id: key_str.clone(),
+                        sk_id: field.clone(),
+                        source: "payment_intent".to_string(),
+                        updated_by: storage_scheme.to_string(),
+                    };
+                    self.insert_reverse_lookup(reverse_lookup, storage_scheme)
+                        .await?;
+                }
+
+                match Box::pin(kv_wrapper::<DieselPaymentIntent, _, _>(
+                    self,
+                    KvOperation::<DieselPaymentIntent>::HSetNx(
+                        &field,
+                        &diesel_payment_intent,
+                        redis_entry,
+                    ),
+                    key,
+                ))
+                .await
+                .map_err(|err| err.to_redis_failed_response(&key_str))?
+                .try_into_hsetnx()
+                {
+                    Ok(HsetnxReply::KeyNotSet) => Err(StorageError::DuplicateValue {
+                        entity: "payment_intent",
+                        key: Some(key_str),
+                    }
+                    .into()),
+                    Ok(HsetnxReply::KeySet) => Ok(payment_intent),
+                    Err(error) => Err(error.change_context(StorageError::KVError)),
+                }
             }
         }
     }
@@ -300,7 +364,59 @@ impl<T: DatabaseStore> PaymentIntentInterface for KVRouterStore<T> {
                     .await
             }
             MerchantStorageScheme::RedisKv => {
-                todo!()
+                let id = this.id.clone();
+                let merchant_id = this.merchant_id.clone();
+                let key = PartitionKey::GlobalPaymentId { id: &id };
+                let field = format!("pi_{}", id.get_string_repr());
+                let key_str = key.to_string();
+
+                let diesel_intent_update =
+                    PaymentIntentUpdateInternal::try_from(payment_intent_update)
+                        .change_context(StorageError::DeserializationFailed)?;
+                let origin_diesel_intent = this
+                    .convert()
+                    .await
+                    .change_context(StorageError::EncryptionError)?;
+
+                let diesel_intent = diesel_intent_update
+                    .clone()
+                    .apply_changeset(origin_diesel_intent.clone());
+
+                let redis_value = diesel_intent
+                    .encode_to_string_of_json()
+                    .change_context(StorageError::SerializationFailed)?;
+
+                let redis_entry = kv::TypedSql {
+                    op: kv::DBOperation::Update {
+                        updatable: Box::new(kv::Updateable::PaymentIntentUpdate(Box::new(
+                            kv::PaymentIntentUpdateMems {
+                                orig: origin_diesel_intent,
+                                update_data: diesel_intent_update,
+                            },
+                        ))),
+                    },
+                };
+
+                Box::pin(kv_wrapper::<(), _, _>(
+                    self,
+                    KvOperation::<DieselPaymentIntent>::Hset((&field, redis_value), redis_entry),
+                    key,
+                ))
+                .await
+                .map_err(|err| err.to_redis_failed_response(&key_str))?
+                .try_into_hset()
+                .change_context(StorageError::KVError)?;
+
+                let payment_intent = PaymentIntent::convert_back(
+                    state,
+                    diesel_intent,
+                    merchant_key_store.key.get_inner(),
+                    merchant_id.into(),
+                )
+                .await
+                .change_context(StorageError::DecryptionError)?;
+
+                Ok(payment_intent)
             }
         }
     }
@@ -372,18 +488,50 @@ impl<T: DatabaseStore> PaymentIntentInterface for KVRouterStore<T> {
         state: &KeyManagerState,
         id: &common_utils::id_type::GlobalPaymentId,
         merchant_key_store: &MerchantKeyStore,
-        _storage_scheme: MerchantStorageScheme,
+        storage_scheme: MerchantStorageScheme,
     ) -> error_stack::Result<PaymentIntent, StorageError> {
-        let conn: bb8::PooledConnection<
-            '_,
-            async_bb8_diesel::ConnectionManager<diesel::PgConnection>,
-        > = pg_connection_read(self).await?;
-        let diesel_payment_intent = DieselPaymentIntent::find_by_global_id(&conn, id)
-            .await
-            .map_err(|er| {
-                let new_err = diesel_error_to_data_error(*er.current_context());
-                er.change_context(new_err)
-            })?;
+        let storage_scheme = Box::pin(decide_storage_scheme::<_, DieselPaymentIntent>(
+            self,
+            storage_scheme,
+            Op::Find,
+        ))
+        .await;
+
+        let database_call = || async {
+            let conn: bb8::PooledConnection<
+                '_,
+                async_bb8_diesel::ConnectionManager<diesel::PgConnection>,
+            > = pg_connection_read(self).await?;
+
+            DieselPaymentIntent::find_by_global_id(&conn, id)
+                .await
+                .map_err(|er| {
+                    let new_err = diesel_error_to_data_error(*er.current_context());
+                    er.change_context(new_err)
+                })
+        };
+
+        let diesel_payment_intent = match storage_scheme {
+            MerchantStorageScheme::PostgresOnly => database_call().await,
+            MerchantStorageScheme::RedisKv => {
+                let key = PartitionKey::GlobalPaymentId { id };
+                let field = format!("pi_{}", id.get_string_repr());
+
+                Box::pin(utils::try_redis_get_else_try_database_get(
+                    async {
+                        Box::pin(kv_wrapper::<DieselPaymentIntent, _, _>(
+                            self,
+                            KvOperation::<DieselPaymentIntent>::HGet(&field),
+                            key,
+                        ))
+                        .await?
+                        .try_into_hget()
+                    },
+                    database_call,
+                ))
+                .await
+            }
+        }?;
 
         let merchant_id = diesel_payment_intent.merchant_id.clone();
 
@@ -391,7 +539,7 @@ impl<T: DatabaseStore> PaymentIntentInterface for KVRouterStore<T> {
             state,
             diesel_payment_intent,
             merchant_key_store.key.get_inner(),
-            merchant_id.to_owned().into(),
+            merchant_id.into(),
         )
         .await
         .change_context(StorageError::DecryptionError)
@@ -523,7 +671,68 @@ impl<T: DatabaseStore> PaymentIntentInterface for KVRouterStore<T> {
                     .await
             }
             MerchantStorageScheme::RedisKv => {
-                todo!()
+                let lookup_id = format!(
+                    "pi_merchant_reference_{}_{}",
+                    profile_id.get_string_repr(),
+                    merchant_reference_id.get_string_repr()
+                );
+
+                let lookup = fallback_reverse_lookup_not_found!(
+                    self.get_lookup_by_lookup_id(&lookup_id, *storage_scheme)
+                        .await,
+                    self.router_store
+                        .find_payment_intent_by_merchant_reference_id_profile_id(
+                            state,
+                            merchant_reference_id,
+                            profile_id,
+                            merchant_key_store,
+                            storage_scheme,
+                        )
+                        .await
+                );
+
+                let key = PartitionKey::CombinationKey {
+                    combination: &lookup.pk_id,
+                };
+
+                let database_call = || async {
+                    let conn = pg_connection_read(self).await?;
+                    DieselPaymentIntent::find_by_merchant_reference_id_profile_id(
+                        &conn,
+                        merchant_reference_id,
+                        profile_id,
+                    )
+                    .await
+                    .map_err(|er| {
+                        let new_err = diesel_error_to_data_error(*er.current_context());
+                        er.change_context(new_err)
+                    })
+                };
+
+                let diesel_payment_intent = Box::pin(utils::try_redis_get_else_try_database_get(
+                    async {
+                        Box::pin(kv_wrapper::<DieselPaymentIntent, _, _>(
+                            self,
+                            KvOperation::<DieselPaymentIntent>::HGet(&lookup.sk_id),
+                            key,
+                        ))
+                        .await?
+                        .try_into_hget()
+                    },
+                    database_call,
+                ))
+                .await?;
+
+                let merchant_id = diesel_payment_intent.merchant_id.clone();
+
+                PaymentIntent::convert_back(
+                    state,
+                    diesel_payment_intent,
+                    merchant_key_store.key.get_inner(),
+                    merchant_id.into(),
+                )
+                .await
+                .change_context(StorageError::DecryptionError)
             }
         }
     }
@@ -607,9 +816,8 @@ impl<T: DatabaseStore> PaymentIntentInterface for crate::RouterStore<T> {
         _storage_scheme: MerchantStorageScheme,
     ) -> error_stack::Result<PaymentIntent, StorageError> {
         let conn = pg_connection_write(self).await?;
-        let diesel_payment_intent_update =
-            diesel_models::PaymentIntentUpdateInternal::try_from(payment_intent)
-                .change_context(StorageError::DeserializationFailed)?;
+        let diesel_payment_intent_update = PaymentIntentUpdateInternal::try_from(payment_intent)
+            .change_context(StorageError::DeserializationFailed)?;
         let diesel_payment_intent = this
             .convert()
             .await
diff --git a/crates/storage_impl/src/redis/kv_store.rs b/crates/storage_impl/src/redis/kv_store.rs
index f09506bc76b..fd583f500ed 100644
--- a/crates/storage_impl/src/redis/kv_store.rs
+++ b/crates/storage_impl/src/redis/kv_store.rs
@@ -55,6 +55,10 @@ pub enum PartitionKey<'a> {
     GlobalId {
         id: &'a str,
     },
+    #[cfg(feature = "v2")]
+    GlobalPaymentId {
+        id: &'a common_utils::id_type::GlobalPaymentId,
+    },
 }
 // PartitionKey::MerchantIdPaymentId {merchant_id, payment_id}
 impl std::fmt::Display for PartitionKey<'_> {
@@ -108,7 +112,11 @@ impl std::fmt::Display for PartitionKey<'_> {
             )),
 
             #[cfg(feature = "v2")]
-            PartitionKey::GlobalId { id } => f.write_str(&format!("cust_{id}",)),
+            PartitionKey::GlobalId { id } => f.write_str(&format!("global_cust_{id}",)),
+            #[cfg(feature = "v2")]
+            PartitionKey::GlobalPaymentId { id } => {
+                f.write_str(&format!("global_payment_{}", id.get_string_repr()))
+            }
         }
     }
 }