Data Teams · For Builders

“Just point an AI at our email.”
A pile isn't intelligence.

The inbox, resolved: companies, metrics, and touchpoints, cited and permissioned, over MCP and a REST API. Memory worth pointing anything at.

The pile breaks every project.

Wire anything to raw email and you hit the same seams.

Today
Building on the raw pile
Ingestion and entity resolution, a permanent job.
The model guessing over raw threads, uncited.
Personal mail and live negotiations in the context window.
Real numbers behind links the model can't open.
Every experiment restarting from the same raw pile.
With Concrete
Building on the curated layer
Companies, metrics, and touchpoints as resolved objects.
Every extracted value cited to its exact source.
Curation and permissions enforced in the layer.
Linked decks and models crawled, chart images read.
Every tool built on the same cited corpus.

One curated layer. Every surface you build.

Four ways to build without owning ingestion or retrieval.

01 · MCP

The firm's AI tools, portfolio-aware in minutes.

Connect Claude, ChatGPT, or your own agents over MCP. Every task gains structured records, cited answers, and the app's permissions.

02 · REST API & webhooks

Cited time-series, straight into the warehouse.

Companies, funds, notes, meetings, connections, and full tracker value histories, over a versioned REST API with an OpenAPI spec. Webhooks fire the moment new communication is indexed, so nothing has to poll.

Browse the API reference ↗
03 · Search & components

Cited internal tools, without building retrieval.

Hybrid search, block-level semantic and full-text scored together, across everything indexed, decks behind links included. Retrieval, ranking, and provenance come with the layer.

04 · Governance

Provenance and permissions travel with the data.

Every object carries source attribution and access rules. Partners' sharing levels and member visibility govern what any surface returns, so your tools inherit the firm's governance.

Provenance is a field, not an afterthought.

In the app, citations are chips you click. In the API, a field: every extracted value carries a citations array naming the element, file, or email it came from, each source naming its parent back to the email it arrived on.

FAQ

Questions builders ask us.

Get started

Build on memory, not on a pile.

Connect an inbox, generate a key, and point your first tool at cited portfolio data. Curation, provenance, and permissions, already done.

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