// The Context Layer, Built For You · Owned Infrastructure · Over 20 Years B2B Revenue

The context that runs
your business lives in
heads and forty tools.
Own it in one.

CreativLabs.io builds SMB B2B founders a context layer: Your customer, team, process, and business context, pulled from the tools and conversations your team already lives in, verified against what actually happened, and put in one place your company owns. Your AI and your agents finally work from your business instead of guessing at it. Built for you. On your ground. Keys handed over.

It stays current on its own: facts update from your tools, and nothing changes without a person on your side confirming it. It does not freeze when I leave. Strategy first. Automation second. Sovereignty always.

Every answer it gives traces back to the record it came from. No guessing dressed up as confidence.

Start your build →

Everyone has the AI tools now. Some have agents. The same playbooks, the same workflows, the same output. The thing that makes your business yours is what it knows and how it decides. Own that.

1
Owned context layer
above every tool in the stack
$15K
Full builds from $15K CAD.
About a year of renting, owned forever.
Yours
Keys handed over at completion.
I never hold your substrate.
20+
Years B2B revenue: sales, management,
and the systems underneath
The Three
Pains

The most valuable thing
in your business is the
least written down.

Pain 01 — Not a disaster. A Tuesday.
Your ops lead holds an account together in ways nobody ever wrote down. A new hire touches it, and you find out what wasn't documented.
It happens quietly, costs a customer or a week, and everyone moves on. Then it happens again next quarter, because the thing that made the last person good never lived anywhere it could keep running. The business keeps relearning what it already knew.
Pain 02 — Your AI is guessing
Your model and your agents don't know your customers, your process, or your numbers. They know what someone remembered to paste in.
So every answer gets rebuilt from scratch, from fragments, and each version arrives with a straight face. Ask the same question a week apart and the story shifts. Without the context underneath, AI is a sharp mind with amnesia.
Pain 03 — It can go dark
The thing running your revenue lives in a vendor's product or a model's context window. You can lose it through no decision of your own.
Price triples, terms change, the account closes, the model changes under you. And even the swaps you choose yourself cost you: new tool, new agent, new model, and the context resets to zero. The layer makes your ground the permanent thing and everything beneath it swappable.

Anthropic published the numbers on their own internal agent: 21% accuracy without curated business context. Around 95% with it. Back down to about 65% within a month once the documentation was left untended. Context is the difference, and untended context decays. That is why this layer feeds itself instead of waiting for someone to update it.

Every tool on the market holds the part of your business that made it to words. The most valuable part never does. That is the layer I build.

What CreativLabs.io
keeps hearing

What founders say.
What is actually true.

Select any to see it straight.

i."Claude knows our whole business."+
It knows what you loaded into it: the prompts, the projects, the files, the instructions. That is recall, and it lives on rented ground. Terms change, prices change, models get swapped out from under you, and what it held resets. And recall was never the hard part. Knowing what's true right now is.
ii."I can't step away."+
Because you are the context. What is true, what was promised, which account is fragile, where the bodies are buried: it routes through you, so the business pauses when you do and piles up while you're gone. That is not a discipline problem. It is what happens when the business's knowledge has exactly one copy, and the copy is you.
iii."We're going autonomous. Small team, AI runs the rest."+
Running on what? An agent fleet with no owned context layer beneath it runs on vendor defaults, which means it works from the average of every company that bought the same tools. That isn't autonomy. That's sameness, automated, at scale, under your name.
iv."Our ops lead has it handled. They're not going anywhere."+
Everyone is going somewhere eventually. A resignation, an acquisition offer, a burnout, a family year. The question is not whether they leave. It is what leaves with them. Right now the answer is everything that made them good, because it lives nowhere else.
v."My agents handle it."+
Every agent starts empty. It works from the average of everyone who ever used its vendor's product, in a voice that is not yours, wearing your face. Point it at a broken process and it does not fix the process. It scales it. With an owned context layer beneath them, agents work from your business, take your limits, and there is an off switch you control.
vi."We don't need this yet. We need more pipeline."+
More pipeline through a business AI can't see clearly scales the misses right alongside the wins. The wrong-fit deals get chased faster, the discounts leak wider, the same bad read happens at higher volume with better tooling. Volume was never the constraint. What the volume runs on is.

More tools and more hires do not fix this. The layer beneath them does.

The Context
Layer

One layer. Four kinds
of context. Yours.

A context layer is your business, made legible to AI: gathered from the work itself, resolved into one living picture, and kept current automatically. Not a pile of documents. A living record where the customer named on a call is the same customer in your CRM and your inbox, where "qualified" means one thing everywhere it's used, and where every answer cites the record it came from.

Nothing goes in on faith. What your documents claim gets checked against what actually happened before it counts as true. And at handover you receive the build manifest: a signed account of what is in the layer, what was deliberately left out, and why. Nobody else hands you that page.

And the day you sell, raise, or hand the company over, the layer shows up in the price. A business whose knowledge lives in one owned, current, auditable place transfers whole: due diligence reads from one layer instead of six people's memories, and what the business knows goes with the business instead of walking out at close. Buyers price that.

01.
Customer Context
Every account, whole: the people, the history, the promises made, the risk sitting quiet underneath. One identity per customer across every tool, in order, current.
02.
Team Context
Who does what and who decides what: the roles, the thresholds, the calls that need a person and the ones that don't.
03.
Process Context
How the work actually gets done: the path deals really travel, what your words mean, who signs off on what, and the plays that work with the reason they exist. Verified against reality, not copied from the binder.
04.
Business Context
What you sell, to whom, at what price, and why: the offer, the strategy behind it, and the numbers that matter, with definitions that don't drift.
The Build

Four phases.
One way in.
Keys handed over.

This is not a platform subscription and it is not a cleanup. It is a build, done for you, priced fixed, with your exact timeline in writing before anything begins. When it ends, you own everything and I leave.

One requirement, stated up front: your layer needs a named person on your side to tend it after handover. A few hours a month, comfortable with admin dashboards, following the maintenance guide I leave behind. No engineering hire needed, though if you have technical people, they'll take to it fast. If nobody can own that, this build is not for you yet, and I will tell you so.

Phase 01
Extract
Extract.
From the work you're already doing.
Your context gets pulled from the tools, the records, and working sessions with you and whoever holds the operational knowledge. Not just the founder. The ops lead, the head of sales, whoever the real context lives in.
Phase 02
Design
Design.
Resolved, verified, structured.
Identities resolved across your tools, definitions agreed and written once, documents checked against what actually happened. The four contexts take shape as one layer, structured so tools, models, and agents plug in beneath it.
Phase 03
Build
Build.
Live, looping, on infrastructure you own.
The layer goes live on ground in your name, and the loop turns on: facts stay current automatically from your tools, and nothing changes without a person on your side confirming it. When you pivot, it moves with you instead of breaking.
Phase 04
Hand over
Hand over.
Keys, maintenance guide, warranty. Then I leave.
You get the keys. Credentials rotate, my access is deleted, and your maintainer receives the maintenance guide and walks the recovery steps with me live. The loop keeps running without me. The layer is yours the way the company is yours.
The Way In
Start with one slice.
$8K. Two to three weeks.
You do not have to buy the whole layer to find out if this is real. One department's context, made whole and current, built on infrastructure in your name, at a fixed price. You accept it when it answers correctly about real past situations, checked against what actually happened. Then two clean exits: continue into the full build with your payment credited toward it, or close out with documentation, the maintenance guide, and a warranty.
Either way, you own what was built.
Founding Terms
Full context layer:
$15-22K CAD by team size.
Founding rate for the first builds; standard pricing after. Fixed price agreed before anything begins. Deposit on signing, balance staged against delivered work. Running costs are yours, direct: infrastructure on your own account, typically starting around $25 a month, with options we walk through together, the price moves with what you choose and I'll guide you to the right fit. Plus your own AI model keys. No markup, no hosting fee, no monthly line to CreativLabs, ever. Coming back means new building: another department, a re-verify after a real pivot, or the vantage work in the Lab below.
Hosted platforms run $12,000 to $72,000 a year and tend the layer for you. This is the owned version: it costs less because the tending becomes yours. If your team can't take that on, a hosted platform honestly serves you better, and I'll tell you so on the call.
Ask Any Builder
These

The questions to ask anyone
selling you a context layer.
Including me.

Here are my answers in writing. Collect the other vendors' answers and compare.

1."Who owns it, and where does it live?"+
You do, from day one. It runs on an account in your name; you hold billing and root. At handover my access is deleted and credentials rotate. The hosted platforms in this space work differently: they hold the layer for you and maintain it, and you pay yearly for that care. Both models are honest. The question is which one fits how your team runs.
2."How does it keep the same customer straight across all my tools?"+
Identity resolution, anchored to your existing systems of record: the customer mentioned on a call resolves to the same customer in your CRM and your inbox, one identity, one ordered history. No magic promised: your existing systems of record stay the spine, so the picture stays checkable.
3."Does it stay current, or does it go stale?"+
It feeds itself from your live tools: a deal closes, the layer knows. Every item carries its freshness, and anything stale says so instead of posing as current. Anthropic's own numbers show untended context decays from ~95% accuracy to ~65% in a month. A layer that waits for someone to update it is a countdown. This one doesn't wait.
4."What happens when I swap models or tools?"+
Nothing bad. The layer sits above the stack: models run against it on your own keys, tools and agents plug in beneath it. Swap any of them and the layer keeps what it knows. The intelligence is not in the tools. It is in the layer the tools answer to.
5."What can it see, and what can it never do?"+
Business channels and documents only. Never DMs, never personal channels. Access is scoped per person and logged, sensitive material is classed and fenced, and nothing in the layer changes without a person on your side confirming it. It is not a surveillance tool and not a scoreboard, and that is written into the agreement.
6."Who maintains it after the build, and what does that honestly take?"+
Your named maintainer: a few hours a month, admin-dashboard comfortable, working from the maintenance guide I leave, with a 60-day warranty behind them and a health readout that makes neglect visible. If you can't name that person, I'll tell you this build isn't for you yet. I'd rather lose the build than hand keys to an empty room.
The Lab

Built on me first.

Karen Zubrowski

I'm Karen Zubrowski. Over twenty years in B2B revenue. I sold, I managed the teams, and I built the systems underneath the selling, work that didn't have a name yet when I was doing it. Two decades of watching the same truth hold: the tools never made the difference. What the business knows, and how it decides, did.

I've operated under the CreativLabs name since 2019, contracting inside other companies' revenue teams. In October of last year I incorporated CreativLabs Inc, put CreativLabs.io inside it, and started on one question: what happens to everything an operator knows when the tools change again? I didn't chase the answer alone. I put myself out there, found the others building passionately at the same edge, and learned alongside them while I built. Almost a year later, the answer runs my own company. The first context layer I built was my own, worked out here before anyone was asked to pay for one.

The Lab is where the creativ juices flow: tinkering, exploring, wild ideas pursued because the best work often starts as fun. Sometimes the fun turns into an obsession, and this time it might be more than that. The piece taking shape here is the vantage layer: the part that doesn't just know your business but applies your own decision logic to live work. It runs on CreativLabs today. It is not for sale yet. When it's ready, three founding clients will be selected from my context-layer client base, my choice, because that work needs trust, honesty, communication, and real feedback more than it needs a check. If a wild idea in here fails, that's fine. If it works, watch for the next founding round. I post what I learn on LinkedIn as I go: the wins, the faceplants, and the parts that scare me a little. Putting myself out there is part of the work.

The fastest way to judge any of this is to watch mine run. Live, on the call.

Own your judgment. That's the whole belief.

Watch mine run
Sovereignty
Diagnostic

Three questions.
One honest read.

The same three questions CreativLabs.io asks every founder in the first fifteen minutes.

// Signal 01 — What Leaves
When one of your key people resigns,
what actually leaves with them?
Honestly, everything that made them good.
The relationships. The rest is written down, mostly.
We'd survive, but quality would slip in ways we couldn't name.
Nothing that matters. What they know lives in a layer we own.
// Signal 02 — What It Runs On
When your AI answers about your business,
what is it actually working from?
Whatever someone remembered to paste in.
Some prompts and files we set up once and haven't looked at since.
Connected tools. It sees pieces, never the whole picture.
One owned, living picture of the business, sources cited.
// Signal 03 — Sovereignty
If you took two weeks away,
what happens to revenue?
It slows. I am the system.
Fine, but I would not fully switch off.
Most things run. A few calls still need me.
The layer runs. The business knows what I know.
// Assessment complete
Book the working session →

If your business only knows what you remember to tell it — this is where we start.