RESEARCH
Advancing the science of reliable enterprise AI
Our Mission
AI should adapt to how businesses work, not the other way around. We research AI systems that learn business context, deliver deterministic results, and evolve with your organization—enabling deployment on your most valuable operations with complete confidence.
Research Principles
Domain Understanding
AI systems must continuously capture and reason with the procedural knowledge, contextual semantics, and evolving ontologies that define how organizations actually operate.
Determinism
Enterprise AI systems require predictable, repeatable execution where identical inputs always produce identical outputs, regardless of scale or complexity.
Explainability
AI reasoning must be transparent, inspectable, and modifiable by domain experts to ensure trust and enable human oversight of automated decisions.
Steerability
AI systems should continuously learn from human feedback and adapt their understanding without requiring manual retraining or system modifications.
Security
Federated AI architectures must enforce fine-grained access controls and data governance policies across heterogeneous enterprise systems.
Latest Updates
Achieving 100% Repeatability in Enterprise AI Systems
How separating planning from execution eliminates the inconsistent results that plague traditional tool calling and multi-agent frameworks.
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Achieving Near-Perfect Accuracy in Retrieval-Augmented Generation through Plan-Based Execution
Achieving near-perfect accuracy on complex business queries through procedural reasoning and business context awareness.
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Achieving 100% Accuracy on CRMArena-Pro
PromptQL's perfect accuracy on CRMArena-Pro database tasks demonstrates that the enterprise AI reliability gap can be closed.
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Partnering with UC Berkeley to Build the Benchmark Enterprise AI Needs
PromptQL and UC Berkeley's EPIC Data Lab are building the first AI benchmark that measures what actually matters: whether AI can be trusted with mission-critical business decisions.
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Partnering with UC Berkeley to Build the Benchmark Enterprise AI Needs
PromptQL and UC Berkeley's EPIC Data Lab are building the first AI benchmark that measures what actually matters: whether AI can be trusted with mission-critical business decisions.
Read more
Join our mission
We're building the future of reliable enterprise AI. If you're passionate about solving the intersection of AI, enterprise systems, and human-computer interaction, we'd love to hear from you.
© 2025 Copyright Hasura, Inc. All Rights Reserved.
© 2025 Copyright Hasura, Inc. All Rights Reserved.