The daily question.
One sharp question in Slack. Answered in seconds by voice or text. Skippable with one tap.
Your AI is only as powerful as its context.
Allow your employees to contribute their unique knowledge in one click.
Enrich Context asks your team what your AI is missing. They answer in seconds. Your company brain gets smarter every day.
Enrich ContextAPP
The Acme deal stalled after the security review. Was that the real blocker?
Your CRM knows the deal was lost. Your Slack knows your team talked about it. Only Sarah knows exactly why they didn’t buy.
The most valuable context in your company is inside your employees’ heads. Let us capture it.
One company brain
Your whole team, feeding one brain.
Every answer, from every person, lands in one place. Structured, attributed, and ready for any AI you use.
Company brain
Powered by Enrich Context
Sarah
Account Executive
Why deals stall
Daniel
Founder & CEO
Where we’re headed
Priya
Head of Product
Roadmap tradeoffs
Maya
Customer Success
Renewal risks
James
Sales Engineer
Security answers
Ana
RevOps Lead
Pricing exceptions
Tom
Support Lead
Known workarounds
Lena
Marketing
Brand voice
Omar
Engineering
Why it’s built this way
Chloe
Finance
Discount rules
Ravi
Recruiting
What great looks like
Nina
Legal
Redline playbook
Leo
Partnerships
Partner quirks
Grace
Operations
Vendor history
Ben
Design
Visual taste
Zoe
People
How we work here
How it works
It asks. They answer. Your AI learns.
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01
Connect.
Link Slack, your CRM, calendar, call recordings, and docs in minutes. Read-only.
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02
Notice.
Enrich Context spots what your AI doesn’t understand. An objection raised on a call. An edited draft. A question asked twice.
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03
Ask.
It asks the one person who knows. One question a day, max.
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04
Enrich.
They answer with a voice note. It’s transcribed, structured, and added to your brain automatically.
Two ways to capture context.
The interview.
A natural AI voice conversation. Five minutes at onboarding. Monthly check-ins. Three minutes whenever your AI needs more.
What gets captured
Three kinds of knowledge your AI has never had.
Facts.
True things that aren’t written down.
For example“Acme’s procurement always adds 30 days.”
Judgment.
How your team actually decides.
For example“We walk away from deals under $20K that need custom security reviews.”
Taste.
What good looks like here.
For example“Our emails never open with a compliment.”
Works with any brain
Plugs into the AI you already use.
Enrich Context works with Claude, ChatGPT, Glean, Notion, and any agent that speaks MCP. Any agent can ask your team a question, and get an answer back.
// Your agent hits a gap. It asks a human.ask_a_human("Why did we lose the Northwind renewal?") → routed to @maya · owned the account→ @maya answered by voice · 0:31✓ answer returned { "answer": "Their new CFO consolidated vendors. Price was never the issue.", "type": "fact", "owner": "@maya", "reviewed_by_owner": true}- Claude
- ChatGPT
- Glean
- Notion
- Any MCP agent
Built for trust
Your team stays in control.
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Read-only access to your tools.
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DMs are only used to ask you questions.
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Employees review everything attributed to them.
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Every piece of context has an owner and an expiry date.
Pricing
Set up in a week. Smarter every day after.
Start here
The Install.
We connect your tools, interview your whole team, and load your brain with day-one context.
Priced for your team sizeOne-time setup
Book an installThen
Always On.
Daily questions, monthly interviews, and on-demand context capture for your whole team.
Priced per personScales with your team
Get startedThe future of work isn’t doing the task. It’s teaching your AI how.
Every person on your team knows something your AI doesn’t. Let’s capture it.