Agentic Data Access

Introducing

PromptQL

PromptQL demo video

AI agents on private data perform poorly with real user queries

QueryAssistantStatus
What are my Uber receipts from October?GeminiFailed
What products have I bought in the last 3 months?RufusFailed
Extract any common identified pain points for my opportunitiesEinsteinFailed
Go through the recent activities in Acme opp and summarize action itemsEinsteinFailed

The problem with canned search-based retrieval

RAG based agents

Today’s AI assistants in closed domains rely on search-first algorithms, often missing data that doesn’t fit opaque/rigid criteria. The moment users go off script, these assistants falter.

“Find all receipts from October”, might not respond with anything useful because October was not vectorized.

PromptQL’s agentic approach to retrieval

Agentic query planning

With agentic query planning, PromptQL will retrieve data like a human - first gathering relevant emails from last week, then applying the right LLM to classify if there are follow-ups required, accurately. Just like you would.

View the agentic data access benchmark

PromptQL Demo Gallery

AI assistant for engineering teams using GitHub

This Engineering Management AI Assistant lets you explore your GitHub repositories and issues with a natural language interface.

Customer Support Assistant connected to Zendesk and PostgreSQL

The Customer Support Assistant is a PromptQL powered AI assistant that helps you to explore data from customer data from PostgreSQL and support ticket data from Zendesk all via natural language.

Ecommerce App Search Assistant connected to PostgreSQL and TypeScript

Explore products, orders and customers data from an e-commerce app using natural language queries. Connected to PostgreSQL and TypeScript.

Build with us: AI solutions on your data

Have a use case for PromptQL and Agentic Data Access? Interested in evaluating your existing AI agents / assistants against the ADAB? Let's connect!

We would love to collaborate with you to build your first agent - for free.

Contact Us

Get started with PromptQL

1Connect your data

2Add your LLM API key

3Build with AI

hasura.io and promptql