Edra Emerges from Stealth with 30 Million Dollars to Scale Enterprise AI Context

Edra has officially stepped out of stealth mode, announcing a total of $30.3 million in funding to solve the critical context gap in enterprise AI. Led by Sequoia Capital and 8VC, the startup aims to bridge the divide between general-purpose AI and the specific, often undocumented ways a business operates. The New York and London-based firm is already powering automation for major brands including HubSpot and ASOS as it targets a market hungry for reliable agentic workflows. Founded by former Palantir AI engineering heads Eugen Alpeza and Yannis Karamanlakis, Edra leverages a unique platform to reverse engineer business processes. By analyzing existing data from systems like Zendesk, Salesforce, and Outlook, the technology builds a library of executable knowledge. This approach eliminates the need for manual workshops or lengthy interviews typically required to document institutional memory. It allows AI to learn exactly how a company functions by looking at the work already being done.

The platform acts as a whitebox context layer, allowing AI agents to follow specific corporate playbooks with high transparency. Unlike traditional black-box models, administrators can review and edit the instructions in plain English to ensure accuracy and safety. This setup allows companies to automate complex workflows in IT Service Management and Technical Support that were previously too nuanced for standard AI implementations. The system continuously monitors activity to update these playbooks as business needs evolve.

Recent success stories highlight the efficiency of this model. ASOS reportedly expanded its IT knowledge base coverage from 30 percent to 90 percent using the technology to map its internal operations. Meanwhile, HubSpot utilizes Edra to manage the knowledge base that powers its internal technical support assistant. Other early adopters include global players like easyJet and the commercial real estate firm Cushman & Wakefield, demonstrating broad industry applicability.

Looking ahead, the $23.8 million Series A round will fuel rapid expansion and deeper integrations with common enterprise software. With Sequoia partner Luciana Lixandru joining the board, Edra is positioned to redefine how businesses scale AI agents safely. The company plans to continue refining its continuous learning capabilities to ensure that AI remains grounded in the most current operational realities of the modern enterprise.