Useful business context already appears across calls, chats, documents, customer feedback, support patterns, and development work.
The context layer between company work and agents
Turn company work into context records
Distill calls, notes, docs, tickets, customer feedback, and development sessions into focused, evidence-linked records people and AI agents can use.
Calls
Chats
Docs
Customer feedback
Development sessions
Carry forward what changed, what matters, what remains unresolved, and what should happen next.
Raw company work
- Sales calls
- Advisor notes
- Support themes
- Roadmap debates
- Development sessions
Context record
Evidence-linked
What changed
Legal needs provenance before approval.
What matters
The pilot is now a trust test, not only a product test.
Still unresolved
Which proof view is enough?
Ready for people and agents
- Product signal
- Roadmap pressure
- Open question
- Agent-ready view
The gap
The material is already there
Those workstreams are too scattered and noisy to hand directly to a person or agent when a decision, prompt, roadmap call, or customer conversation is next.
OpContext distills the work into context records: decisions, risks, open questions, promises, roadmap pressure, and the evidence behind them.
How it works
From workstream to context record
A conversation becomes a product surface the team can inspect, correct, and use later.
Sales/advisor/customer conversation
Context record
Product and roadmap implication
Raw workstream
Before
“The buyer liked the demo, but legal keeps asking where each recommendation comes from. They also said the pilot should help product understand what changed after customer calls.”
Evidence-linked context record
After
Product signal
- The buyer likes the product, but approval now depends on trust.
- Legal needs to see where each recommendation came from.
- The pilot is becoming a test of whether customer conversations can shape the roadmap.
Decision context
- Show a pilot sample with evidence behind each recommendation.
- Decide whether roadmap analysis belongs in the first pilot.
- Keep the first wedge focused on sales-to-product context.
Product and roadmap implication
- What proof view is enough for legal approval?
- Is roadmap analysis part of the pilot or a follow-on use case?
Evidence trail
- Call excerpt
- Legal follow-up note
- Roadmap discussion
Where it starts
Start where conversations change what gets built
01
Sales and customer conversations to product context
Turn buyer objections, advisor feedback, founder decisions, and customer language into context records that shape product, roadmap, and development work.
Founder decisions
Carry forward the assumptions, risks, and unresolved questions that change direction after important conversations.
Roadmap pressure
See which conversations are pushing the roadmap — and what evidence supports the change.
Agent context
Give Codex, ChatGPT, and internal agents the current business context before they act.
Trust model
Context you can inspect before you act on it
Evidence-linked
Every context record keeps a path back to the call, document, note, ticket, or development session behind it.
Reviewable
Draft records stay separate until a human reviews and promotes them.
Usable by teams and agents
Founders, product, sales, development, support, and agents can view the same context through the lens of the job.
Private beta
Join the first teams shaping OpContext
We are looking for teams whose conversations already change what gets built: sales calls, advisor feedback, customer objections, founder decisions, roadmap debates, and development sessions.
Tell us which conversations or workstreams need to become operating context records — and where they should show up.