Training Example: Hasura – Review the Data, Give Your Score & Compare to the Real AI Evaluation

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[H1] We’ve spent years perfecting products that make it effortless to access and use data.
[IMG: Hasura]
PromptQL for AIAccurate AI by continuously learning the unique context of your business.Hasura for APIs and GraphQLBattle-tested. Loved by devs. Powers millions of user experiences.
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© 2026 Copyright Hasura, Inc. All Rights Reserved.Contact Us|Careers

[H1] Universal data access layer for next-gen apps and AI
The fastest and simplest way to build, run, govern, and evolve a high-quality API layer on all your data. Start freeBook a demo
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API + DATA = ✨
[H2] Unblock data access. Accelerate innovation.
Effortlessly deploy a universal data service layer that lets your apps fetch just the data they need – quickly and securely – no matter its type or location. Ship fasterRadically cut down the time, skills, and effort needed to build, run, and evolve APIs on data. Fortune 10 Healthcare“We took our new clinical platform from concept to production in just 100 days, all thanks to Hasura.”Streamline governanceEasily define and enforce data governance policies via a metadata-driven approach to APIs. Top 10 US Bank“Hasura’s metadata-driven approach allows us to streamline and automate governance and reduce human error.”Unblock modernizationEliminate API development as a roadblock to strategic initiatives like AI and digital transformation. HMH“Hasura is a game changer for our teams and puts us in a position to move quickly, while improving quality.”
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WHY API AS METADATA
[H2] The world’s first metadata-driven API platform
Hasura is the only platform with a metadata-powered approach to a unified data service layer, which boosts developer productivity, streamlines governance, and simplifies cross-domain data aggregation.Learn about the Platform Boost productivityModel your domain, get quality APIs for free. A low-code metadata-driven API approach lets you redirect developer energy from manual API coding and tuning to declarative domain modelling and business logic. Automate governanceMetadata dictates the behaviour of the data access layer and the engine enforces it, preventing API drift, inconsistencies, and coding errors, while simplifying audits and reviews. Simplify aggregationWith a unified semantic layer and a federated query engine, developers can compose data from any source via a single API, eliminating complex data centralisation or experience APIs layers. Deliver reliabilityAPI is automatically deployed on a global distributed infrastructure, giving you performance, scalability and reliability, without extra operational burden.
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[H2] 50% reduction
“If we had gone the traditional way this process would have taken us 2-4 years. With Hasura we have been able to crunch it to just under a year. Achieving this timeframe in a highly regulated environment like healthcare is phenomenal”
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Karthik SrinivasanSolution Architect, Philips Healthcare
[H2] 3x faster
“We have many real positives this year, and I would definitely count our success with Hasura among the top ones. It's a big win!”
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Paul BernardSVP Chief Architect, HMH
[H2] 30 days
“Our priority was time to market. Hasura let us achieve that very quickly. We can just plug it in straight to our database and get to work very quickly.”
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Peter RunhamCTO and Co-Founder, Leonardo.Ai
[H2] 40% reduction
Hasura is a SaaS product that really simplifies your backend API development. It abstracts backend complexity and lets us focus on business logic, taking care of technical complexities in a very intuitive way.
[IMG: Nitendra Raghuwanshi]
Nitendra RaghuwanshiDirector of Engineering, ISOS
[H2] 50% reduction
“If we had gone the traditional way this process would have taken us 2-4 years. With Hasura we have been able to crunch it to just under a year. Achieving this timeframe in a highly regulated environment like healthcare is phenomenal”
[IMG: Karthik Srinivasan]
Karthik SrinivasanSolution Architect, Philips Healthcare
[H2] 3x faster
“We have many real positives this year, and I would definitely count our success with Hasura among the top ones. It's a big win!”
[IMG: Paul Bernard]
Paul BernardSVP Chief Architect, HMH
[H2] 30 days
“Our priority was time to market. Hasura let us achieve that very quickly. We can just plug it in straight to our database and get to work very quickly.”
[IMG: Peter Runham]
Peter RunhamCTO and Co-Founder, Leonardo.Ai
[H2] 40% reduction
Hasura is a SaaS product that really simplifies your backend API development. It abstracts backend complexity and lets us focus on business logic, taking care of technical complexities in a very intuitive way.
[IMG: Nitendra Raghuwanshi]
Nitendra RaghuwanshiDirector of Engineering, ISOS
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50% reductionin team size per project
[H2] 50% reduction
“If we had gone the traditional way this process would have taken us 2-4 years. With Hasura we have been able to crunch it to just under a year. Achieving this timeframe in a highly regulated environment like healthcare is phenomenal”
[IMG: Karthik Srinivasan]
Karthik SrinivasanSolution Architect, Philips HealthcareRead story
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3x fasterin time-to-market
[H2] 3x faster
“We have many real positives this year, and I would definitely count our success with Hasura among the top ones. It's a big win!”
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Paul BernardSVP Chief Architect, HMHRead story
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30 days from 1st commit to launch
[H2] 30 days
“Our priority was time to market. Hasura let us achieve that very quickly. We can just plug it in straight to our database and get to work very quickly.”
[IMG: Peter Runham]
Peter RunhamCTO and Co-Founder, Leonardo.AiRead story
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40% reductionin API development effort
[H2] 40% reduction
Hasura is a SaaS product that really simplifies your backend API development. It abstracts backend complexity and lets us focus on business logic, taking care of technical complexities in a very intuitive way.
[IMG: Nitendra Raghuwanshi]
Nitendra RaghuwanshiDirector of Engineering, ISOSRead story
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[H2] Built by developers, for developers
We're obsessed with creating a platform that developers truly love – one that empowers them and delivers huge value. And the results speak for themselves.
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[H2] Built by developers, for developers
We're obsessed with creating a platform that developers truly love – one that empowers them and delivers huge value. And the results speak for themselves. @filipealvaIt’s great! Recently I discovered Hasura, a platform where you can connect to a DB instance hosted in the cloud and it generates a GraphQL API based on your DB’s schema. Interesting for mobile/front end engineers who want to set up their own GQL API without much backend effort@flexbox_@HasuraHQ because I only scratched the surface and I love the experience so far@flexdineshIt’s really cool that Hasura’s GraphQL API has built in dataloader abstractions for N+1 batching and cache priming. I’m designing a GraphQL BFF atm and solutioning these problems by hand takes a whole lot of time to get it right.@weezykonOne of the coolest things about Hasura is that it's compatible with a variety of popular databases, including PostgreSQL, MySQL, and MongoDB. This means that you can use Hasura to build GraphQL APIs on top of your existing databases, without having to switch to a new one. ?@SNKhan300Had an extremely productive session with team @HasuraHQ on how I am using Hasura and what impediments I am facing. A lot to learn from it. Harsha and Praveen were super helpful. Hope to have more follow-up sessions soon.@tmaximiniPostgres, @HasuraHQ and Typescript have proven a real powerhouse for our Engineering team at Crowdcast.@coding_inthesunHasura looks interesting!@yoniweisbrodWorking on a side project for the first time in ages.. it's a whole new technology landscape out there. Currently trying@HasuraHQand loving it. ?@kchensweI just went through @HasuraHQ s latest guide on @nextjs and was really impressed by the developer experience! ?@bconnorwhiteHasura is absurdly good@darronjThis is the second most valuable feature in my opinion, right behind remote joins. Makes Hasura a force multiplier!@YourBuddyConner@HasuraHQ has gotten so good the last couple years@namoscatoWe believe @HasuraHQ is the future of #GraphQL API development, and the engine contributes to rapid product iteration at @fieldguide@elitassonInteresting article on how @fieldguide uses Hasura. They seem to be big on Hasura Actions and Remote schema which is really a great way of growing outside of Hasura's auto-generated CRUD API.@prikeshdexterI have always been a fan of #GraphQL but tools like hasura and supabase are just icing on the cake. They make the experience seamless, and make so much easier to prototype@rahul__gangotriPlaying with @HasuraHQ for the first time, pretty cool ?@rish1_2Today I learned Hasura aggregate queries really make like easy for edge cases! I'm going to change my server side code and it's going to be less complext thanks to Hasura. #buildinpublic #opensource #serverless #indiedev #SoftwareDeveloper@filipealvaIt’s great! Recently I discovered Hasura, a platform where you can connect to a DB instance hosted in the cloud and it generates a GraphQL API based on your DB’s schema. Interesting for mobile/front end engineers who want to set up their own GQL API without much backend effort@flexbox_@HasuraHQ because I only scratched the surface and I love the experience so far@flexdineshIt’s really cool that Hasura’s GraphQL API has built in dataloader abstractions for N+1 batching and cache priming. I’m designing a GraphQL BFF atm and solutioning these problems by hand takes a whole lot of time to get it right.@weezykonOne of the coolest things about Hasura is that it's compatible with a variety of popular databases, including PostgreSQL, MySQL, and MongoDB. This means that you can use Hasura to build GraphQL APIs on top of your existing databases, without having to switch to a new one. ?@SNKhan300Had an extremely productive session with team @HasuraHQ on how I am using Hasura and what impediments I am facing. A lot to learn from it. Harsha and Praveen were super helpful. Hope to have more follow-up sessions soon.@tmaximiniPostgres, @HasuraHQ and Typescript have proven a real powerhouse for our Engineering team at Crowdcast.@coding_inthesunHasura looks interesting!@yoniweisbrodWorking on a side project for the first time in ages.. it's a whole new technology landscape out there. Currently trying@HasuraHQand loving it. ?@kchensweI just went through @HasuraHQ s latest guide on @nextjs and was really impressed by the developer experience! ?@bconnorwhiteHasura is absurdly good@darronjThis is the second most valuable feature in my opinion, right behind remote joins. Makes Hasura a force multiplier!@YourBuddyConner@HasuraHQ has gotten so good the last couple years@namoscatoWe believe @HasuraHQ is the future of #GraphQL API development, and the engine contributes to rapid product iteration at @fieldguide@elitassonInteresting article on how @fieldguide uses Hasura. They seem to be big on Hasura Actions and Remote schema which is really a great way of growing outside of Hasura's auto-generated CRUD API.@prikeshdexterI have always been a fan of #GraphQL but tools like hasura and supabase are just icing on the cake. They make the experience seamless, and make so much easier to prototype@rahul__gangotriPlaying with @HasuraHQ for the first time, pretty cool ?@rish1_2Today I learned Hasura aggregate queries really make like easy for edge cases! I'm going to change my server side code and it's going to be less complext thanks to Hasura. #buildinpublic #opensource #serverless #indiedev #SoftwareDeveloper@filipealvaIt’s great! Recently I discovered Hasura, a platform where you can connect to a DB instance hosted in the cloud and it generates a GraphQL API based on your DB’s schema. Interesting for mobile/front end engineers who want to set up their own GQL API without much backend effort@flexbox_@HasuraHQ because I only scratched the surface and I love the experience so far@flexdineshIt’s really cool that Hasura’s GraphQL API has built in dataloader abstractions for N+1 batching and cache priming. I’m designing a GraphQL BFF atm and solutioning these problems by hand takes a whole lot of time to get it right.@weezykonOne of the coolest things about Hasura is that it's compatible with a variety of popular databases, including PostgreSQL, MySQL, and MongoDB. This means that you can use Hasura to build GraphQL APIs on top of your existing databases, without having to switch to a new one. ?@SNKhan300Had an extremely productive session with team @HasuraHQ on how I am using Hasura and what impediments I am facing. A lot to learn from it. Harsha and Praveen were super helpful. Hope to have more follow-up sessions soon.@tmaximiniPostgres, @HasuraHQ and Typescript have proven a real powerhouse for our Engineering team at Crowdcast.@coding_inthesunHasura looks interesting!@yoniweisbrodWorking on a side project for the first time in ages.. it's a whole new technology landscape out there. Currently trying@HasuraHQand loving it. ?@kchensweI just went through @HasuraHQ s latest guide on @nextjs and was really impressed by the developer experience! ?@bconnorwhiteHasura is absurdly good@darronjThis is the second most valuable feature in my opinion, right behind remote joins. Makes Hasura a force multiplier!@YourBuddyConner@HasuraHQ has gotten so good the last couple years@namoscat

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[H1] Get in touch
Whether you have a pricing question, want a custom demo, need technical support, or simply have a suggestion, our team is ready to assist you.

Much like our instant APIs, we aim to quickly address your queries. Let’s connect!
[IMG: Karthik Srinivasan]
Karthik SrinivasanSolution Architect, Philips Healthcare"If we had gone the traditional way, this process would have taken us two to four years. With Hasura, we have been able to crunch it to just under a year."
[H5] Connect with us
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[H1] Join us to build the future of reliable AI
AI can't be trusted if it's confidently wrong. At PromptQL, we're on a mission to deliver reasoning AI that learns from enterprise data, signals its confidence, and earns trust through accuracy.See open roles
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Raju Sunny
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Forward Deployed EngineerBold Tech, Big OutcomesWe’re building foundational technology that’s pushing the boundaries of what’s possible with enterprise AI, unlocking massive outcomes for some of the world’s largest businesses. It’s ambitious, complex, and unlike anything else in the market.People You’ll Love Working WithOur team is made up of talented, collaborative, and driven individuals with a bias toward action and a desire to help, teach, and train. Together, we bring out the best in each other and make this a place where exceptional people drive exceptional outcomes.Fast-Paced, Purposeful WorkWe’re serious about what we’re building, but we’ve got a laid-back feel. We seek clarity, move quickly, and learn without fear of failure. We make bold decisions, solve complex problems, and above all else, build a product that solves meaningful problems for our customers.Boundless OpportunityWe believe access and impact shouldn't be limited by team or title. Regardless of your role or level, you are encouraged to step up, influence outcomes, and take on expanded charters, because we know real growth often happens outside the lines.
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Kailash Sudhakar
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Director, Website & SocialOur values
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User FirstWe obsess about our users and their business so we can craft solutions that exceed expectations and inspire delight.
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One TeamWe cross all barriers to work together towards our common goals, maintaining individual accountability.
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Win or LearnWe move fiercely fast to problem-solve without fear of failure, to make improvements on a concrete hypothesis (bet) with every action.
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Life at PromptQLBenefits Beyond the BasicsConnection And CollaborationStronger Together
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[IMG: Benefits Beyond The Basics]
Benefits Beyond The BasicsAlongside a competitive benefits package, we take the second Friday of each month off for Self-Care Friday. It's time for wellness, volunteering, or whatever helps you recharge. We also offer donation matching to amplify support for organizations that advocate for equality, uplift marginalized communities, and stand against injustice.Testimonials“I was a user of our product and fell in love with it. I knew I wanted to work for the company and be a part of something big. Our product has been proven to save developers time so they can build data for modern applications. PromptQL's open and autonomous culture keeps me engaged and motivated.”
[IMG: Raju Sunny]
Raju SunnyForward Deployed Engineer“When I first joined the company, I was looking for two things: a good work environment and support for growth. I can confidently say I've found both. I feel like I have the resources and support to do my job well, and people make an effort to help me get what I need.”
[IMG: Jakob Prince]
Jakob PrinceBusiness Development RepresentativeSee open positionsJoin us to build the future of reliable AIView open positions