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PromptQL

Category: AI Agents

AI-native workspace that turns team interactions into persistent, secure memory for agentic workflows, built by the team behind Hasura PromptQL was founded in 2023. The company is led by Tanmai Gopal. Based in San Francisco, California, United States. Team size: 101-500. Total funding raised: $136.5M. Latest round: Series C. Key investors include Greenoaks, Lightspeed Venture Partners, Vertex Ventures, Nexus Venture Partners, Strive.

Founded
2023
Headquarters
San Francisco, California, United States
Team size
101-500
Total funding
$136.5M

Value proposition

PromptQL creates a persistent, secure knowledge layer from team interactions (Slack, docs, CRM, data warehouses) that AI agents can reliably act on with human approval, transforming casual conversations into actionable, proprietary data for enterprise workflows.

Products and solutions

PromptQL AI Platform (AI-native workspace with shared context, AI analysts, Slack agent integration), PromptQL AI Consulting ($900/hour engineering-led consulting practice), Cowork App, Tag (Slack agent)

Unique value

100% accuracy and repeatability on enterprise data queries; built on Hasura's proven data access infrastructure; transforms scattered team interactions into structured, actionable AI context; engineering-led consulting model that co-builds with clients

Target customer

Fortune 500 enterprises, financial services, healthcare, retail, and large organizations needing reliable AI data access and automation

Industries served

Financial Services, Healthcare, Retail, Supply Chain, Enterprise Software

Technology advantage

Built on Hasura's GraphQL Engine and Data Delivery Network (DDN) infrastructure — production-grade performance, security, federation, observability, and CI/CD-native architecture. Codifies business logic, aligns LLMs with deterministic execution, and powers explainable, resilient automation. Achieves near-perfect accuracy on complex enterprise data queries.

How they differentiate

Unlike general-purpose LLM frameworks (LangChain), PromptQL is purpose-built for enterprise data access with deterministic accuracy guarantees. Unlike traditional consultants ($M+ engagements), PromptQL offers $900/hour engineering-led AI consulting that co-builds solutions. Its Hasura heritage gives it battle-tested data infrastructure credibility with Fortune 500 companies.

Main competitors

LangChain, Arize AI, Weights & Biases, Traditional consulting firms (McKinsey, BCG, Bain)

Key partnerships

Hasura (parent/spin-off relationship), Cloudflare, Google Workspace, Snowflake, PostHog, Salesforce

Notable customers

World's largest networking company (~$50-60B revenue), world's largest fast food chain, two largest grocery food distributors, G-SIB global bank (processes 1B records daily)

Major milestones

2023: Company founded as spin-off from Hasura, 2025: PromptQL product enters beta, Launched $900/hour AI consulting practice, Valued at $1B+ unicorn, Featured in VentureBeat, Business Insider as AI consulting disruptor

Growth metrics

$38M ARR (per GetLatka 2026); ~180 customers; $1B+ valuation (unicorn status)

Market positioning

AI unicorn ($1B+ valuation) positioned at the intersection of enterprise AI infrastructure and AI consulting. Competes with both AI developer tools (LangChain) and traditional strategy consulting firms (McKinsey) by offering a platform + engineering-led services model.

Geographic focus

United States (HQ in San Francisco); global enterprise reach with Fortune 500 clients

About Tanmai Gopal

Co-founder of Hasura (creator of Hasura GraphQL Engine); Co-founder of Owlink.in; Instructor & Founding member at IMAD (India's largest MOOC); IIT Madras alumnus

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