Context Foundation
Your revenue team made machine-usable — structured so any AI reasons in your context, not a generic one. A real artifact you own in 1–2 weeks.
Six months of AI talk, and your team still runs on spreadsheets.
The gap isn't ambition. It's that no AI tool knows how your revenue team actually works — your stage criteria, your routing, what "qualified" even means here. Until your company is machine-usable, every tool reasons in a generic context and quietly gets your business wrong.
A foundation you own, not advice.
A Context Foundation is your sales, marketing and ops knowledge structured into a repo any AI can reason over — co-authored live with you, then transferred to your own Git org. It's a standalone artifact that delivers value on its own, whether or not you ever build the rungs above it.
Everything above it is only as good as the context beneath it.
Skills, data and agents all reason over the same foundation, so you ground first and build second. Hand over your raw context and the Foundation is owned by you in 1–2 weeks — cheap, fast, and yours to keep whether or not you climb higher.
Five things you build and keep.
A context repo you own
Your sales, marketing and ops knowledge in one repo — so any AI answers in your terms, not a generic one.
A rule blueprint
The authoring conventions — so your team keeps the repo correct without us.
A one-time conflict audit
Surfaces the contradictions quietly breaking your automations — so they stop.
A review workflow
PR-style review of context changes — so the repo stays trustworthy as the business changes.
An Adoption Runbook
A plain guide — so the Foundation lives in your team's weekly routine.
Engineering discipline, not opinion.
Most companies don't know their own definitions contradict each other. Those contradictions are exactly what break AI automations — so we find them before anything is built on top.
- An MQL that means three thingsMarketing, sales and ops each define the same term differently, and the model inherits all three.
- Stage criteria nobody agrees onDeals advance on gut feel, so any automation built on the stages is built on sand.
- Pricing that disagrees with the deckThe numbers in your context drift from what your deals actually close at.
- We check claims against realityTwo registers: what you say about your business, reconciled against what your real deals reveal — delivered with severity and fixes.
Curious whether this fits your company?
Book a short, no-obligation call — we'll tell you the smallest first step, and whether a Context Foundation is it.
The model is a commodity. Your context isn't.
Generic & bolt-on AI
- Reasons in a generic context, not yours
- Hides a rented model and locks you in
- Centralises the chaos instead of fixing it
A Context Foundation
- Makes the AI reason in your context
- Runs on a model you choose and own
- Fixes the definitions before building on them
Runs on the model you choose — and own.
ChatGPT
your choiceThe model behind it is yours to pick and swap as the field moves. Your context — the part that's actually yours — stays put and keeps working.
Model names and logos are trademarks of their respective owners; shown to indicate compatibility, not partnership.
We build the system; you own it.
The Foundation is co-authored live with you across a short set of workshops — because you hold the knowledge and we hold the structure. Nothing is built in a black box.
When it's done, it's transferred outright to your own Git org with everything you need to run it — no consultant dependency, nothing hidden or locked. And where you have no one to run it, we can keep the AI layer alive for you — never your GTM.
You walk away with
- The full context repo, in your Git org
- The rule blueprint and review workflow
- An Adoption Runbook and a trained team
Built by a builder, not a deck.
This is a boutique build practice, not a strategy firm. The person who scopes your Foundation is the person who ships it — a technical founder who builds systems, not slide decks.
There's no analyst pool to hand you off to and no juniors learning on your account. You get senior, hands-on engineering from the first call to the transfer.
It's early and founder-led, and that's the point: transparent, focused on one concrete win, and built so you keep everything we make together.
About the practiceSee the Foundation from your seat.
A fixed first step, not a retainer.
There's no price tag on this page on purpose. The Foundation is a small, fixed, bounded engagement — book a call and we'll tell you the smallest first step for your company. It's also compliance-aware by design: EU AI Act and DSGVO considered in the architecture, not bolted on.
Find your smallest first step.
Book a discovery call — a short, no-obligation conversation. You'll leave knowing whether a Context Foundation is your right first move, the smallest first step, and what it would cost.