Update README.md

README.md

@@ -6,16 +6,20 @@ tags:
 - policy_compliance
 - factchecking
 - instruction_following
+- safeguards
+- guardrail
+- guard
+- hallucination
 base_model:
 - akjindal53244/Llama-3.1-Storm-8B
 ---
 
-# NAVI verifiers (Nace Automated Verification Intelligence)
+# NAVI verifiers (Nace Verification Intelligence)
 
-NAVI (Nace Automated Verification Intelligence) is a solution for policy alignment verification designed to review various types of text against documents and policies, and identify violating content. It is specifically optimized for enterprise applications requiring compliance verification for automated text generation. To push policy verification in the open-source community, we release NAVI-small-preview, an open-weights version of the model we have deployed on the platform. NAVI-small-preview is centered around verifying specifically assitant outputs against some policy documents. The full solution is available through [NAVI platform and API](https://naviml.com/).
+NAVI (Nace Verification Intelligence) is a hallucination detection safety model primarily for policy alignment verifications. It is designed to review various types of text against documents and policies, and identify violating content. It is specifically optimized for enterprise applications requiring compliance verification for automated text generation. To push policy verification in the open-source community, we release NAVI-small-preview, an open-weights version of the model we have deployed on the platform. NAVI-small-preview is centered around verifying specifically assitant outputs against some policy documents. The full solution is available through [NAVI platform and API](https://naviml.com/).
 
 - **Developed by:** Nace.AI
-- **Model type:** Policy Alignment Verifier
+- **Model type:** Safety model, Policy Alignment Verifier
 - **Language(s) (NLP):** English
 - **License:** MIT
 - **Finetuned from model:** akjindal53244/Llama-3.1-Storm-8B
@@ -24,11 +28,11 @@ NAVI (Nace Automated Verification Intelligence) is a solution for policy alignme
 
 ### Direct Use
 
-NAVI-small-preview is used for verifying compliance of assistant outputs with enterprise policy documents. It processes policies and identifies any contradictions, inconsistencies and violations.
+NAVI-small-preview is used for verifying chatbot/assistant/agents outputs with company policy documents. It processes policies and identifies any contradictions, inconsistencies and violations.
 
 ### Downstream Use
 
-May be integrated into enterprise-level AI systems to automate compliance checks in diverse industries such as legal, finance, and retail.
+Policy checks for accuracy critical LLM Apps. Good suite for Enterprise Environment.  
 
 ### Out-of-Scope Use
 
@@ -142,4 +146,4 @@ NAVI-small-preview achieved an F1 score of 86.8% on public subset of PAV dataset
 
 ## Model Card Contact
 
-[NAVI Contact Page](https://naviml.com/contact)
+[NAVI Contact Page](https://naviml.com/contact)