Overview
PromptQL is an AI platform that provides natural language based analysis and automation across your data and systems with a focus on human-level reliability. It lets users input queries or commands in plain language, which the platform interprets to analyze data, trigger workflows, and automate actions across connected data sources and systems. The product works by translating natural language requests into precise data queries and automated tasks, combining understanding with execution, and delivering results with built-in safeguards, validation, and error handling to increase trust. PromptQL differentiates itself by prioritizing reliability and end-to-end NL-driven automation rather than just NLP capabilities, offering a tightly integrated environment where analysis and actions span multiple data sources and systems. The goal is to provide dependable, natural-language powered analytics and automation that users can trust and rely on across their data landscape.
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Simplify's take
What believers are saying
- PromptQL raised over $135M and launched publicly in July 2026.
- Product Hunt ranked PromptQL #2 on July 25, 2026, boosting buyer discovery.
- Top AI Startups to Watch 2026 from Business Insider improves recruiting and sales credibility.
What critics are saying
- Hasura’s headcount fell to 137 by March 2026, signaling persistent operating strain.
- PromptQL experienced latency and elevated-error incidents in September 2026, weakening enterprise trust.
- OpenAI, Microsoft, and Slack can bundle similar collaborative AI workflows quickly.
What makes PromptQL unique
- PromptQL turns Slack and Teams into shared AI workspaces, not solo chatbots.
- Hasura’s team built PromptQL, bringing enterprise data access and security primitives.
- July 2026 launch added Microsoft Teams tagging and company-branded AI coworkers.
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