Elevating your API strategy with Hasura
Tags: api, apigateway, graphql
Published: 2023-07-17 13:34:12

---
title: Elevating your API strategy with Hasura
published: true
date: 2023-06-09 17:15:01 UTC
tags: APIs,APIgateway,GraphQL
canonical_url: https://hasura.io/blog/elevating-your-api-strategy-with-hasura/
---

## _Leveraging Hasura with API gateway tools._

![Elevating your API strategy with Hasura](https://hasura.io/blog/content/images/2023/06/APIstrategy-feature.png)


**In today's digital landscape, APIs (Application Programming Interfaces) play a crucial role** in enabling seamless integration, data exchange, and collaboration across various systems and applications. As organizations strive to build robust API strategies, they often turn to API gateway tools to effectively manage and secure their APIs.  

In this blog post, we will explore the powerful combination of Hasura, a cutting-edge GraphQL engine, with API gateway tools. While Hasura itself offers comprehensive API management capabilities, we will focus on how existing API gateway tools can complement and enhance Hasura, empowering developers and organizations to unlock the full potential of their API strategies.

Rather than viewing Hasura as a replacement for API gateway tools, we will highlight the incremental adoption approach, showcasing how Hasura seamlessly integrates with established API gateway platforms such as Apigee, MuleSoft, and more. By leveraging the unique features and strengths of both Hasura and API gateway tools, organizations can optimize their API strategies, improve time to market, enhance security, and drive monetization opportunities.

We will delve into different scenarios where Hasura can be utilized alongside API gateway tools to address specific challenges and unlock key benefits. From API monetization and metering to traffic routing, TLS termination, load balancing, preventing bot attacks, and catering to custom routing use cases, we will explore the breadth of possibilities when combining Hasura with API gateway tools.

Whether you are a developer, a DevOps engineer, or a technology leader, this post provides valuable insights into how Hasura enhances your existing API gateway infrastructure, enables rapid development, streamlines monetization strategies, and accelerates time to revenue. So let's dive in and discover the immense value of leveraging Hasura alongside API gateway tools to supercharge your API strategy.

**1.  API generation for the API gateway**  
One of the key advantages of using Hasura in conjunction with other API gateway tools is its ability to directly generate APIs. Hasura acts as a GraphQL engine that sits between your applications and various data sources, allowing you to expose GraphQL and REST APIs that seamlessly connect to your backend services. By leveraging Hasura's automatic [schema generation](https://hasura.io/docs/latest/schema/overview/) and real-time [subscriptions](https://hasura.io/docs/latest/subscriptions/overview/), you can simplify the process of creating APIs for the API gateway.

Typically, API gateway tools require explicit configuration and setup for each API endpoint. However, with Hasura, you can generate a comprehensive GraphQL API that encompasses all the required data and functionality from your backend systems. This eliminates the need for manual configuration of individual APIs in the gateway, streamlining the development process and reducing maintenance overhead.

By utilizing Hasura's API generation capabilities, you can seamlessly integrate it with the API gateway of your choice. The API gateway can then leverage the generated APIs to manage traffic, apply security policies, and implement additional features specific to your API strategy. This combination allows you to leverage the power of GraphQL and the advanced capabilities of the API gateway, resulting in a more efficient and flexible API ecosystem.

**Use Case**  
API generation with Hasura for API gateway

**Architecture**

![Elevating your API strategy with Hasura](data:image/png;base64,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)

In this architecture, the API gateway serves as the entry point for incoming requests. It handles request routing, security, and other gateway-specific features. When a request is received, the API gateway routes it to Hasura.

Hasura acts as a GraphQL engine that generates APIs based on the underlying data sources, which can include various backend services, databases, or microservices. It automatically generates the GraphQL schema and exposes a comprehensive API that encompasses the required data and functionality from the backend systems.

The API gateway can then leverage these generated APIs provided by Hasura to manage traffic, apply security policies, and implement additional features specific to your API strategy. It serves as the intermediary between client requests and the Hasura-powered APIs.

Hasura's ability to generate APIs for the API gateway simplifies the process of API configuration and maintenance. Instead of manually configuring individual APIs in the gateway, you can rely on Hasura to dynamically generate the APIs based on the underlying data sources.

By combining Hasura's GraphQL generation capabilities with the features provided by the API gateway, you can create a powerful API ecosystem that seamlessly integrates different backend services while taking advantage of the gateway's advanced functionalities.

**2. API monetization, metering, and time to revenue**  
When considering Hasura in conjunction with other API gateway tools, one of the key advantages is its ability to enhance API monetization, and metering, and significantly reduce the time to revenue. By leveraging Hasura's GraphQL capabilities alongside the monetization features of API gateway tools like [Apigee](https://hasura.io/blog/part-1-apigee-hasura-data-apis-at-enterprise-scale/) or MuleSoft, you can expedite the process of generating revenue from your APIs.

Hasura plays a vital role in this architecture by generating comprehensive GraphQL APIs that seamlessly integrate with your backend services. These APIs serve as the foundation for your monetization strategy, allowing you to effectively monetize your APIs.

By combining Hasura's API generation with the monetization features provided by API gateway tools, you can quickly implement pricing models, usage-based billing, subscription plans, and access control mechanisms. This enables you to efficiently monetize your APIs and start rapidly generating revenue.

The value of Hasura, from a monetization perspective, lies in its ability to significantly reduce time to revenue. With Hasura, you can build products and services up to 10 times faster compared to traditional approaches. Once your APIs are built using Hasura, you can seamlessly integrate them with API gateway tools like Apigee or MuleSoft, which offer robust monetization features.

The API gateway tools provide capabilities such as usage tracking, metering, analytics, and reporting, enabling you to gain deep insights into API usage patterns and trends. These insights are valuable for understanding customer behavior, optimizing pricing strategies, and making data-driven business decisions.

By leveraging the combined power of Hasura and API gateway tools, you can accelerate your time to market and revenue. Hasura's rapid API generation capabilities, coupled with the monetization features of the API gateway tools, allow you to roll out your products and services quickly, capitalize on market opportunities, and start generating revenue in a shorter timeframe.

**Use Case**  
Implementing monetization and metering capabilities for APIs to generate revenue based on usage.

**Architecture**  
The existing API gateway tool can handle API monetization and metering, while Hasura serves as the backend GraphQL layer, providing data aggregation and composition. Clients interact with the API gateway, which enforces access control, rate limiting, and metering policies before routing the requests to the Hasura GraphQL API.

![Elevating your API strategy with Hasura](data:image/png;base64,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)

In this architecture, the existing API gateway acts as the entry point for API requests. It handles the initial request processing, [security](https://hasura.io/docs/latest/security/overview/), and [rate-limiting aspects](https://hasura.io/docs/latest/security/api-limits/). The API gateway then forwards the requests to Hasura's GraphQL Engine.

Hasura serves as the central GraphQL layer, providing a unified API interface for data sources. It integrates with various data sources, such as databases, microservices, or external APIs, to aggregate and compose the necessary data. Hasura retrieves the requested data and returns it to the API gateway, which then responds to the client with the aggregated data.

By integrating Hasura with the existing API gateway, organizations can leverage the power of GraphQL and enhance their API strategy. Hasura simplifies data composition, reduces the complexity of handling multiple data sources, and provides a consistent API interface. This architecture enables incremental adoption of Hasura within the existing API strategy, allowing organizations to take advantage of GraphQL capabilities without completely replacing their current API gateway solution.

The emphasis on time to revenue underscores the importance of speed and agility in today's competitive landscape. By leveraging Hasura's efficiency and the monetization features of API gateway tools, you can streamline your API strategy, reduce time-to-market barriers, and achieve faster returns on your API investments.  

**3. API traffic routing via policies**  
API gateway tools excel at managing API traffic and routing requests to the appropriate backend services based on defined policies. However, in some cases, more complex routing requirements may arise, necessitating the need for additional capabilities. Hasura can seamlessly integrate within this architecture to enhance traffic routing.

By placing Hasura behind the API gateway, you can leverage the gateway's routing capabilities, such as route matching, traffic splitting, or URL rewriting. Hasura's GraphQL engine becomes one of the backend services that the API gateway routes requests to. This allows you to take advantage of the advanced routing features of the API gateway while benefiting from Hasura's data aggregation and composition capabilities.

In this architecture, the API gateway acts as the entry point for incoming requests, applies routing policies based on criteria such as request headers, paths, or query parameters, and directs the requests to the appropriate backend services, including Hasura. Hasura then retrieves and processes the required data from the connected data sources and returns the response to the API gateway, which forwards it to the client.

By combining Hasura with an API gateway's powerful routing capabilities, you can achieve more flexible and granular control over API traffic routing, enabling you to implement complex routing scenarios and meet specific business requirements.

**Use Case**  
Routing API traffic based on specific policies such as user roles, geographic location, or request attributes.

**Architecture**  
The API gateway tool handles the traffic routing based on policies, while Hasura acts as the backend GraphQL layer that provides unified access to data sources. Clients communicate with the API gateway, which directs the requests to the appropriate Hasura endpoints based on the defined policies.

![Elevating your API strategy with Hasura](data:image/png;base64,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)

In this architecture, the existing API gateway is responsible for initial request processing, security enforcement, and other gateway-specific functionalities. The API gateway forwards the requests to Hasura's GraphQL engine.

Hasura serves as the GraphQL layer, providing a unified API interface to interact with various data sources. It integrates with data sources, such as databases and microservices, to aggregate and compose the necessary data. Hasura then applies policies defined by the API gateway to perform API traffic routing based on factors like user roles, geographic location, or request attributes.

The policies determine how the requests are routed to specific APIs or data sources within Hasura. Hasura evaluates the policies and directs the requests to the appropriate resources, ensuring that the traffic follows the defined routing rules.

By integrating Hasura with the existing API gateway, organizations can leverage the powerful routing capabilities of the gateway and the data aggregation capabilities of Hasura. This architecture enables fine-grained control over API traffic and provides flexibility in defining routing rules based on various factors.

**4. TLS termination**  
When it comes to secure communication between clients and backend services, TLS termination is essential. While API gateway tools excel at handling TLS termination, Hasura can seamlessly integrate within this architecture.

Hasura's GraphQL engine can be placed behind the API gateway, where the gateway handles TLS termination and routes the requests to Hasura over an encrypted connection. This ensures secure communication while allowing Hasura to focus on data aggregation and composition.

**Use Case**  
Handling TLS termination for secure communication between clients and backend services.

**Architecture**  
The existing API gateway tool can handle TLS termination, while Hasura focuses on data aggregation and composition. Clients establish secure connections with the API gateway, which terminates TLS and proxies the requests to the Hasura GraphQL API.

![Elevating your API strategy with Hasura](data:image/png;base64,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)

In this architecture, the existing API gateway is responsible for handling TLS termination and routing for secure communication between clients and backend services. The API gateway acts as the entry point for encrypted requests.

Hasura's GraphQL engine sits behind the API gateway and handles data aggregation and composition. It receives requests from the API gateway over an encrypted connection.

The API gateway is responsible for terminating the TLS connection, ensuring secure communication between the clients and the gateway. It also handles routing the requests to the appropriate Hasura GraphQL endpoints based on the defined routing rules.

By integrating Hasura with the existing API gateway, organizations can leverage the secure communication capabilities provided by the gateway while benefiting from Hasura's powerful GraphQL engine for data aggregation and composition.

**5. Load balancing / reverse proxy(nginx-like use cases)**  
In high-traffic scenarios, load balancing and reverse proxy capabilities are crucial for distributing requests and achieving scalability. API gateway tools often offer these features, and Hasura can complement them effectively.

By placing Hasura behind the load balancer or reverse proxy, you can leverage the load-balancing algorithms and routing capabilities provided by the gateway. The gateway distributes the incoming requests to multiple instances of Hasura, ensuring optimal performance and high availability.

**Use Case**  
Distributing incoming API requests across multiple backend instances to ensure scalability and high availability.

**Architecture**  
The existing API gateway tool performs load balancing and acts as a reverse proxy, distributing requests among backend services. Hasura, as the GraphQL layer, connects to the backend instances managed by the API gateway, ensuring seamless data retrieval and composition for clients.

![Elevating your API strategy with Hasura](data:image/png;base64,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)

In this architecture, a load balancer is responsible for distributing incoming API requests across multiple instances to ensure scalability and high availability.

The load balancer receives the incoming requests and forwards them to a reverse proxy, which acts as an intermediary between the clients and the backend services.

Hasura's GraphQL engine sits behind the reverse proxy and serves as the centralized GraphQL layer. It connects to the data sources, such as databases and microservices, to retrieve and aggregate the necessary data.

The reverse proxy receives the incoming requests and routes them to the appropriate Hasura GraphQL endpoint based on load-balancing algorithms or other configuration rules. Hasura then handles the data retrieval and composition, returning the aggregated data to the reverse proxy, which in turn responds to the clients.

By integrating Hasura with the load balancer and reverse proxy, organizations can achieve scalable and high-performing APIs. The load balancer ensures the efficient distribution of requests, while the reverse proxy handles routing and load balancing at the network level. Hasura focuses on data aggregation and composition, providing a powerful GraphQL engine for seamless interaction with data sources.

**6. Preventing bot attacks and unusual activity**  
In the ever-evolving landscape of cybersecurity threats, organizations need robust measures to protect their APIs from malicious activities, including bot attacks and unusual traffic patterns. While API gateways typically offer some security features, additional tools like Imperva are often utilized for specialized bot mitigation capabilities.

Hasura, when combined with existing API gateway tools, can augment the security measures in place by providing an additional layer of protection against bot attacks and unusual activity. While it is true that some API gateway tools may not offer comprehensive bot mitigation features, the combination of Hasura and specialized security tools delivers a robust defense strategy.

By leveraging Hasura as an intermediate layer, you can implement custom security measures, such as rate limiting, request validation, and IP blocking, to identify and mitigate malicious bot traffic. Hasura also provides security features against these use cases (you can have a look [here](https://hasura.io/docs/latest/security/overview/)).

By combining the strengths of Hasura and specialized security tools, you can establish a comprehensive defense against bot attacks and unusual activity. Hasura's ability to integrate with various security solutions allows you to customize and strengthen your API security posture, ensuring the integrity and availability of your APIs.

It is worth noting that while API gateways may not provide extensive bot mitigation capabilities out of the box, the integration of Hasura with specialized security tools can help you achieve a robust and comprehensive security strategy. By incorporating Hasura in this architecture, you can leverage its flexibility, scalability, and ability to integrate with best-in-class security solutions, enhancing your overall API security posture.

**Use Case**  
Protecting APIs from malicious bots, DDoS attacks, and other unusual activities.

**Architecture**  
The API gateway tool specializes in bot detection, DDoS mitigation, and anomaly detection, providing a robust defense mechanism. Hasura complements this by serving as the GraphQL layer, where clients interact securely with the API gateway's protected endpoints.

![Elevating your API strategy with Hasura](data:image/png;base64,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)

In this architecture, a bot detection and security system is responsible for identifying and preventing bot attacks and unusual activities.

Hasura's GraphQL engine sits behind the bot detection and security system and serves as the centralized GraphQL layer. It connects to the data sources, such as databases and microservices, to retrieve and aggregate the necessary data.

The bot detection and security system monitors incoming API requests for suspicious patterns, unusual activity, or known bot signatures. It applies security measures to identify and block potential bot attacks, ensuring the integrity and availability of the API.

Once the requests pass through the bot detection and security system, they are forwarded to Hasura. Hasura retrieves the requested data from the data sources, performs necessary data transformations or aggregations, and returns the response to the client.

By integrating Hasura with a robust bot detection and security system, organizations can enhance the protection of their APIs against bot attacks and unusual activities. Hasura's GraphQL engine ensures seamless data retrieval and aggregation, while the security system adds an additional layer of protection to safeguard the API infrastructure.

**7. Custom routing use cases**  
In some scenarios, you may have specific routing requirements, such as hosting the GraphQL endpoint on a different URL or using custom domains. API gateway tools can facilitate these custom routing needs, and Hasura can seamlessly fit into such architectures.

By integrating Hasura with an API gateway that supports custom routing configurations, you can route requests to the appropriate Hasura GraphQL endpoint or define custom domains for different parts of your API. Hasura's GraphQL engine handles data retrieval and composition, while the gateway ensures the requests are directed correctly based on the custom routing rules.

**Use Case**  
Configuring custom routing for specific GraphQL endpoints or utilizing custom domains.

**Architecture**  
The API gateway tool handles the routing configurations, including mapping custom domains or setting up endpoint URLs. Hasura seamlessly integrates with these custom routes, providing the necessary GraphQL functionality and data aggregation as requested by the clients.

![Elevating your API strategy with Hasura](data:image/png;base64,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)

In this architecture, a custom routing layer is responsible for directing API requests to specific endpoints or services based on custom routing rules.

Hasura's GraphQL engine sits behind the custom routing layer and serves as the centralized GraphQL layer. It connects to the data sources, such as databases and microservices, to retrieve and aggregate the necessary data.

The custom routing layer receives the incoming API requests and evaluates custom routing rules. Based on these rules, the requests are directed to the appropriate Hasura GraphQL endpoint or to other services that may be integrated within the routing layer.

Once the requests reach Hasura, it handles the data retrieval, composition, and any necessary transformations, returning the response to the custom routing layer.

Additionally, the custom routing layer can also handle custom domains, allowing API requests to be routed to specific domains or subdomains based on configuration.

By integrating Hasura with a custom routing layer, organizations can achieve fine-grained control over request routing and customize the behavior of their API endpoints. Hasura's GraphQL engine handles the data aggregation and composition, while the custom routing layer adds an additional layer of flexibility and customization to the API architecture.

## Conclusion 

Integrating Hasura with existing API gateway tools can enhance their capabilities and provide additional value in various use cases. Whether it's API monetization, traffic routing, TLS termination, load balancing, security, or custom routing, Hasura acts as a powerful GraphQL engine that complements the functionalities of API gateway tools, resulting in a more comprehensive and efficient API management solution.

While API gateway tools provide essential functionalities for managing, securing, and optimizing APIs, integrating Hasura within your API strategy can bring added benefits. Whether leveraging Hasura's GraphQL engine for data aggregation, complementing existing gateway features, or accommodating custom routing needs, combining Hasura with other API gateway tools can enhance your overall API architecture and deliver a seamless developer and user experience.

By assessing your needs, and evaluating the capabilities of both Hasura and the API gateway tools, you can design an API strategy that maximizes the strengths of each component.

Leveraging the strengths of both Hasura and API gateway tools, enterprises can create robust, scalable, and secure APIs that cater to their specific requirements, while enabling incremental adoption and enhancement of their existing API strategies.

[**Sign up**](https://cloud.hasura.io/signup) **now for Hasura Cloud to try these out!**