The Company Brain
Every company will have a brain. It's inevitable.
Adapt connects to every tool, unifies what your company knows, and turns it into a living brain the agent reasons on and acts from — not just a place to look things up.
What is the Company Brain
Not a database. Not a RAG pipeline.
A brain your agent reasons on, not just queries.
Connected knowledge
Entities, tools, policies, and decisions — connected. The agent traverses how your business actually works instead of retrieving an isolated fact.
- Integrations
- Policies & SOPs
- Customer records
- Skills
Memory that compounds
Every task, decision, and outcome is captured and reused. The brain gets sharper with each use, so the agent improves over time.
- SemanticFacts, rules, and entity relationships
- EpisodicPast tasks, decisions, and outcomes
- ProceduralSkills, guardrails, and how to act
- LiveJust-in-time web, docs, and APIs
The company brain = connected knowledge + compute that acts on it
The agent reasons across your whole company and takes the next step — not just retrieves a fact.
How it works
Four faculties, one brain.
Knowledge
Org facts, policies, and decisions — learned and kept current over time.
Skills
Reusable procedures the agent runs the same trusted way every time.
Memory
A shared workspace every task reads from and writes back to.
Live search
Just-in-time facts pulled from the web, docs, and live APIs.
Our point of view
A brain that reasons beats a graph you query.
Three things set Adapt apart.
Reasoning and action, not just retrieval
A graph you can only query is half a brain. Adapt reasons across your context in a live sandbox, then takes the next step. From question to action, in one place.
Intelligence as a primitive, not a bolt-on
Most tools bolt an LLM onto the end of fixed plumbing. Adapt weaves reasoning through the work itself, so it handles the messy, ambiguous real world instead of breaking on the edge case no one coded for.
One adapter, not a zoo of connectors
Adapt writes code to pull from many systems in a single pass, not a brittle tool per service. If it has an API, Adapt connects. Fewer moving parts, more that just works.
How it works
See the brain think.
Real task, real reasoning, real action.
Prompt
Why did revenue dip last quarter?
- Understand
The answer spans billing, CRM, and product usage. No single dashboard has it.
- Reason
Decide what to pull and how to join it across Stripe, HubSpot, and the warehouse.
- Execute in the sandbox
Write and run one script that pulls from every source at once.
# one script, many sources charges = stripe.charges(period="last_quarter") lost = hubspot.deals(stage="closed_lost") usage = bigquery("select org, mrr_delta from usage") df = join(charges, lost, usage, on="org") driver = df.groupby("segment")["mrr_delta"].sum().idxmin() - Verify
Reconcile the total against Stripe before answering. If it does not match, say so.
- Act
Post the root cause with a chart, then open follow-ups on the two at-risk accounts.
It works the same way for:
Triage a support ticket. Forty-five minutes of digging, done in about a minute.
Turn a Slack bug report into a structured Linear issue, with full context.
Ship a board-ready metrics report every Monday, on its own.

Every company will have a brain.
It's inevitable.
Get started in minutes, not months.