Traditional CRMs are systems of record—they store contacts, meeting dates, and deal stages. At its core, Debreu is an intelligence and orchestration platform. The intelligence layer automatically ingests raw data from various channels, extracts structured metrics and signals, resolves entities, and builds rich relationship context. The orchestration layer establishes security controls and defines a standard protocol for integrations, enabling fine-tuned agent performance on top of the core infrastructure and exposing tools for custom workflow building. We also provide domain-specific workflows that work out-of-the-box. For firms that want to keep their existing CRM, Debreu sits alongside it and writes enriched data back via API.

Debreu is an infrastructure platform, not a chat interface. We turn your institutional knowledge into a self-compounding asset with full source attribution, audit trails, and governance controls designed for regulated environments. AI is one of many tools we use to serve our users, not the core product. Our intelligence layer is built on finance-native ontologies, entity relationships, and signal taxonomies, tailored to your specific business line and team. We're also model-agnostic: we route tasks to the best-performing model at a granular level and constantly refine that composition based on new releases and internal benchmarking. We handle model volatility. You focus on getting mandates and doing deals.

Yes. Debreu is a full-stack solution, but rip-and-replace is not required. We integrate with existing CRMs, email, calendar, and data providers, and expose the intelligence layer through clean, MCP-backed APIs, so your internal teams, third-party agents, and workflow tools can all operate against structured, governed data without rebuilding your stack.

Debreu is built for regulated financial institutions. Data is encrypted in transit and at rest, access is governed by role-based controls, and all system actions are auditable. Customer data is never used to train foundation models.

Most teams are operational within days to a couple weeks, depending on firm requirements. Debreu's implementation team provides white-glove onboarding for your firm's systems, processes, and data.

Debreu serves investment banks, private equity firms, M&A advisory, private credit, asset management, and other financial services firms focused on deal origination and relationship intelligence.

Debreu is used by deal origination professionals and their teams, with firm-level and team-level visibility and governance controls. Adoption is designed to scale across groups while respecting information barriers.