We built the corporate brain
we wanted to use.
ValorBrain started as an internal tool at Valor Digital. We got tired of re-explaining context to every new agent, watching decisions disappear into old chats, and writing manual handoffs every time we switched from Claude to Cursor.
How it started
Valor Digital has run B2B products from Itapema/SC since 2024 — coding, ops, marketing, legal — with AI agents in daily use. The problem we kept seeing: every session started from zero. A decision made in Claude didn't show up in Cursor. Handoffs were manual copy-paste. Context died when the chat closed.
Dozens of open-source projects exist in this space — mem0, MemPalace, Honcho, A-MEM, MAGMA, QMD, Hindsight and others. Each one does retrieval, dedup, or semantic graphs well, but doesn't close the product loop: multi-tenant, billing, hosted MCP, OAuth connectors.
ValorBrain is what we wanted internally: Postgres RLS per tenant, MCP HTTP with OAuth 2.1, schema packs per domain (not just coding), unlimited memory priced per person, and every answer citing its source. We dogfooded it on our own stack before opening it to other teams.
What we believe
Memory is infrastructure
It's not an optional feature. It's the layer that decides whether your agent is useful tomorrow or just yesterday.
Multi-tenant from day one
Postgres RLS from the start. You can't add isolation later without rewriting the system.
Cross-agent is the real diff
Claude, Cursor, Kiro, Hermes reading the same brain. That's what makes the product useful, not hype.
Honest about what we don't know
Benchmarks are coming. Drift detection is early. We don't sell magic. We sell traceable engineering.
The company
ValorBrain is a product of Valor Digital. CNPJ in Santa Catarina, Brazil. Focused on B2B SaaS with AI. Small team, source closed for security, public roadmap at /changelog.
Where the patterns come from
We integrate ideas from papers and open-source repos — with a feature-by-feature comparison at /comparison.