How it works
Your AI is brilliant. It doesn't know your business. Yet.
Two things fix that: a knowledge base and skills. Here's the whole model, in plain language, in five minutes.
Scroll — five minutes, no jargon
One question, asked twice
Same question. Two very different answers.
Ask "how do we onboard a new client?" A generic assistant answers from the internet — smooth, confident, and not your process. Grounded in your knowledge base, it answers from your pages. And shows them.
"Typically, firms onboard new clients with a kickoff call, a welcome packet, and a regular follow-up cadence to ensure satisfaction…"
Welcome pack goes same-day. Kickoff booked inside 5 business days. Signed agreement filed before any work starts.
Part one
A knowledge base is your company's shared brain.
Everything your company knows — processes, policies, products, roles — written as plain pages in one place. Your team browses it where they already work. Your AI reads it before it answers, and writes new pages as it learns. Including the knowledge that today lives only in people's heads.
Every AI write is checked before it lands — nothing enters your company's record unreviewed.
Google published an open, vendor-neutral standard for exactly this layer — the Open Knowledge Format, June 2026. Early draft, no formal multi-vendor adoption yet: validation of the approach, not a finished standard.
Part two
A skill is an onboarding guide for your AI.
Exactly how you'd train a sharp new hire: here's how we do it, here's what to read, here's what good looks like. Written once. Runs every time, your way. It's how the companies building these AI models package expertise — we write yours.
client-history meeting-notes service-policies from the shared brain.Part three
Skills ship as a plugin — your team's cookbook.
One command each. Every department gets its own set. Same shared brain underneath all of them.
Sales
- Prep any meeting in one command
- Draft the follow-up before you're back at your desk
- Keep every deal's story current
Finance
- Run the month-end checklist without chasing anyone
- Draft collection follow-ups that cite the invoice
- Explain any variance in plain language
Operations
- Answer "how do we do this?" with the actual SOP
- Onboard new hires from one playbook
- Draft vendor emails that match policy
Customer Support
- Triage tickets against real product docs
- Answer with citations, not guesses
- Summarize any escalation for the team
The part that matters most
It gets better every week. That's the point.
Every run teaches the system something. Edge cases become pages. New pages sharpen every skill. The loop feeds itself.
Why it compounds
Tools plateau. Systems compound.
A chat that starts from zero is exactly as good in month six as on day one. A brain that remembers isn't.
Our point of view
Two kinds of AI. Most companies only buy one.
Makes what you already do cost less. Measured in hours returned and errors caught. Ceiling: your current cost base.
- Inbox triaged before you sit down at 6 a.m.
- The month-end checklist runs itself
- A field team's week of inspection-video review, done as a background skill
Reaches revenue and service you couldn't touch before. Measured in what wasn't there last quarter. No ceiling.
- Every client gets the depth of attention your best client gets
- Quotes back in hours — bids you never had capacity to make
- Your people get self-serve answers instead of waiting on you
Efficiency pays for the system. Opportunity is why you build it.
Adoption
Three steps per person. About five minutes.
No git, no terminals, no new tabs. Everything else runs centrally. Your team keeps working exactly where it already works.
Join the shared drive
The knowledge base shows up as folders in the drive your team already opens every day.
Install Claude + your plugin
The desktop app, with your team's cookbook of skills pre-loaded. One installer.
Accept one folder
One permission grant. Done — every skill and every page is now live for that person.
Not a concept
Running today.
Knowledge base + team plugin delivered. The business-development team runs its own skills.
A 33-skill plugin in daily use across the sales motion, from call prep to pipeline review.
Every deal, decision, and deliverable lives in one shared brain. We run on what we sell.
The method
Discover. Map. Build. Deliver.
Discover
Interviews plus a read of your systems. The real workflows surface.
Map
The knowledge architecture: what's written, what's in heads, what's missing.
Build
The knowledge base and your team's plugin, on your stack.
Deliver
Onboarding, adoption, and the weekly improvement loop.
First working system in weeks, not quarters.
Next step
See it on your own workflows.
Bring one meeting, one process, one team. We'll show you what your version looks like.