About Talk2data
Talk2data is built for teams that need one place to chat with documents, structured data, live tools, and saved dashboards — without crossing workspace boundaries.
What we believe
- Isolation by default. Every vector query, warehouse query, and tool call is scoped to a single workspace.
- One chat surface. The same assistant reasons over RAG, SQL, MCP tools, and chart specs so users do not context-switch between products.
- Fair, transparent tiers. Plans expose capability flags (SSO, MCP, sharing, and more) so you only pay for what you enable.
Stack
Next.js, PostgreSQL with pgvector, private S3 object storage, Auth.js, and Resend for transactional email — designed to be self-hosted or operated by you.