Querio Raises $5M to Fix Conflicting AI Answers Across Business Tools
A London-based startup called Querio launched today with 4.48 million euros ($5 million) in total funding to solve a problem many businesses face: different AI tools giving different answers to the same business question.
BMW i Ventures led the seed round, joined by LAUNCH (Jason Calacanis), Haatch Ventures, Araya, Forum Ventures, and Secways. The company was founded in 2024 by Rami Abi Habib (CEO) and Javier Bonilla (CTO).
Querio is an analytics platform that lets data teams define a company's core metrics and logic in a central repository stored in the team's own GitHub account. When employees ask business questions in Claude, ChatGPT, or Slack, every tool answers from the same definitions, eliminating inconsistency when each AI tool maintains its own version of company data.
The company's AI agent can update reports and definitions automatically when business data changes, with data team review required before any change goes live. When a sales team renames a field in the CRM, the agent spots the change, fixes every report that depends on it, and sends the data team one update to approve. After that, every tool gives the same answer.
Querio is SOC 2 Type II certified and HIPAA- and GDPR-compliant, with no-training and no-storage agreements with its AI model providers. Current customers include OpenVPN and agree.com.
Key Takeaways
- Querio centralizes business logic in GitHub, giving Claude, ChatGPT, and Slack a single source of truth for company metrics.
- AI agents handle updates; humans approve changes -- keeping data teams in control while reducing manual reconciliation work.
- BMW i Ventures-led $5M seed validates demand for consistent, governed AI analytics across enterprise tools.
Read the full article on EU-Startups
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