How it works

How CentralAgent works


CentralAgent captures the knowledge your most tenured people carry in their heads, structures it into layered agentic memory, and lets every employee and every agent inherit it. Capture starts in your meetings and agent sessions, where most of it sits, and reads the tools you already use. Structuring turns raw conversation into compact, layered records that fit inside an agent’s context window. Inheritance means a new hire or a fresh agent session starts with your company’s context already loaded. It deploys in your private cloud, and the first veteran-grade answers arrive in week two.

01

Capture

Nobody writes a doc, and nobody changes how they work.

Story card: a live meeting transcript beside a coding session, both filing what they learned into the brain.

The 80% in the card: 120+ interviews with tech leads.

Under the hood · capture stageCentralView map at the capture stage: meeting audio and product sessions moving through ingestion into the data lake.

Live meeting audio, captured and transcribed while the meeting happens.

From CentralView, the live map of your deployment. Mock company.

02

Structure

Raw conversation becomes dated, attributed records, filed across ten dimensions of company knowledge, then stored three ways. A session loads only the slice it needs.

Story card: ten dimensions of company knowledge built out as a graph, node by node.
Under the hood · structure stageCentralView map at the structure stage: captured records feeding three brain architectures.

Everything captured is stored three ways, in three brain architectures.

Three stores, one queue deciding what gets written.

03

Answer

A teammate asks in a meeting. An agent asks over MCP from Claude Code or Cursor. Both get the veteran’s answer, with the meeting or session it came from.

Story card: a teammate’s question in a meeting and an agent’s question over MCP, each answered with a citation you can open.

Two gates, one answer, the source attached.

Under the hood · answer stageCentralView map at the answer stage: an answer passing the correctness and PII gates before it is served.

Gated for correctness and PII, then one answer is served back to the harness that asked.

After you book

Day 1 to Day 30

Success criteria are agreed in writing before anything is installed.

  1. Day 1One setup call, then our engineer deploys the brain inside your VPC.
  2. Week 1Your meetings and agent sessions start flowing in.
  3. Week 2First answers that used to need a veteran: why a decision was made, which fix actually worked, who owns what. Each one cites the meeting or session it came from.
  4. Day 30Questions that used to wait on a Slack thread come back in seconds, with sources. Your coding agents pull the same answers over MCP.

Same model, same questions

One coding task, run by the same agent with and without the company brain loaded.

With memoryWithout memory
Tool calls422
Seconds31122
Per task$0.12$0.64

Medians from our August 2026 benchmark runs. Run it yourself.


Your data
  • Deployed in your private cloud.
  • Your data never leaves it.
  • We never train on it.
  • If you leave, the brain is torn down.