London, UK-based AI analytics startup Querio has launched with $5 million in total funding to help companies manage business analytics as employees increasingly use AI assistants to access and interpret data. Its investors include BMW i Ventures, LAUNCH, Haatch Ventures, Araya, Forum Ventures and Secways, alongside angel investors associated with OpenAI, Google, Robinhood and Slack. The company has introduced an analytics platform that allows data teams to maintain control over business metrics, reporting and AI-generated insights while integrating with existing data infrastructure.
Co-founded by Rami Abi Habib, CEO, and Javier Bonilla, CTO, Querio is designed to address inconsistencies that arise when employees use different AI tools to analyse company information. Instead of keeping business definitions and reporting logic inside proprietary analytics software, the platform stores them as files in a GitHub repository controlled by the company’s data team, allowing AI agents and employees to work from the same information.
Connecting Business Analytics With AI Agents
As businesses adopt AI assistants for everyday work, employees increasingly ask questions about revenue, customer activity and operational performance through tools such as Claude, ChatGPT and Slack. However, these systems may produce different answers when they rely on inconsistent definitions, outdated reports or disconnected data sources. Resolving these discrepancies often requires data teams to manually check calculations and reconcile information across multiple applications.
Querio addresses this problem by allowing companies to maintain their analytics definitions, metrics, dashboards, notebooks and permissions in their own GitHub repositories. These files can be accessed by AI agents through developer integrations, including Model Context Protocol (MCP), command-line tools and APIs. The platform works with existing data warehouses, enabling organisations to use their current infrastructure while making business information available across different AI applications.
The system also allows AI agents to identify changes that affect existing reports and propose updates for review. For example, when a field changes in a company’s customer relationship management system, an agent can identify the affected dashboards and definitions, prepare the necessary adjustments and submit them to the data team for approval. This approach is designed to keep analytics consistent while allowing people to review changes before they become available to the wider business.
Alongside its AI integrations, Querio provides notebooks, dashboards, reporting tools and embedded analytics for companies that want to incorporate data insights into their own products. The startup has also introduced unshackle, a free, open-source migration tool that transfers metrics, dashboards and permissions from platforms such as Tableau, Looker and Power BI into a Git repository. The tool uses open standards and can be used independently of Querio’s commercial platform.
Funding to Support Product Development and Adoption
Querio’s launch follows the development of its analytics infrastructure and early adoption by companies including OpenVPN and agree.com. The startup says its platform is SOC 2 Type II certified and designed to give data teams control over access permissions and changes made by AI agents, while allowing employees to retrieve information through the applications they already use.
The company has attracted backing from six venture capital firms, including BMW i Ventures, LAUNCH, Haatch Ventures, Araya, Forum Ventures and Secways. Its investor group also includes unnamed individuals associated with OpenAI, Google, Robinhood and Slack. Querio has not disclosed the structure of its $5 million financing, the timing of individual investments or a specific allocation of the capital.
The platform is currently available to businesses, with a free starting option and access to its analytics and developer tools. Querio is also recruiting as it continues developing its technology for companies seeking to make business data accessible through AI assistants without giving up ownership of their analytics infrastructure.
With its launch, Querio is entering the business intelligence market with an approach built around company-owned analytics definitions, AI agent integrations and human oversight of automated changes.
