A tree whose roots become glowing circuit fibers running through the hills
AI Implementation, done right

Grow with AI,
on solid foundations.

Founder-led AI implementation in small, proven steps. Senior engineering, fast returns, and you stay in control.

Data-firstHuman-in-the-loopProduction-ready
The hidden cost

Waiting has a cost.
You just can’t see it.

Hours bleed into repetitive work that never shows up on a P&L. Nobody budgets for it, so nobody sees it, and it quietly grows every month.

Then there is the noise. Fifty AI options, all promising the world, and no honest way to know which one actually matters for your business.

And underneath it, a fair fear of getting it wrong. Wasted spend on a tool that goes nowhere. A data leak. Something nobody ends up trusting.

Glowing data-rivers running through dry, cracked earth

Which sounds like you?

Starting out

We know AI matters but we do not know where to start.

Foundational AI

See the approach →
Scaling

AI is already in play, but it is chaos we cannot see or trust.

Hyper Teams

See the approach →
Why now

AI will not replace your business.
A competitor using it will.

~2 hrs/day

of automatable work sits with every person on the team. It never shows up as a line item, so it never gets addressed.

2-3x

the growth ambitious peers are now planning for, with AI carrying more of the routine load.

Quarterly

the lead compounds, or the gap does. The advantage early movers build only gets harder to close.

What becomes possible

More output from the same team.

Hours handed back to your team, every week
Quiet wins that run in the background, with no retraining
A ranked map of where the value actually is
Safe by design, with a human in control of anything that matters
Visible autonomy, so leadership can see what every AI worker is doing
Memory that compounds, where one win becomes company knowledge

Two ways in.

Foundational AI

Double the output. Same team.

For teams new to AI. An assessment that finds the friction, ranks the opportunities, and ships the highest-impact quick wins first.

See the approach →

Hyper Teams

From scattered AI to a system you can trust.

For teams already using AI, but in silos nobody can see, govern, or rely on. We bring structure and oversight so scattered effort becomes coordinated capability that compounds.

See the approach →

No big-bang rollout. Small, digestible chunks you can actually buy.

Why this team

AI implementation needs four things at once.

Read the organisation

Understand a complex organisation, its politics, and where the real friction lives.

Design the system

Architect the technical system that does the work and holds up in production.

Sell the change

Win the room internally, so the people who have to use it actually want to.

Make it stick

Keep it working past ninety days, long after the launch buzz wears off.

Big consultancies sell seven-figure, multi-year programmes. Generalist freelancers sell hours with no real bench. Vibe coders ship a demo you rip out in six months. CLN Work is built for the gap none of them serve.

Proof

Live work across industries.

Live engagements across creative media, professional services, and travel.

Prospects move to a proposal after a single conversation. No slide deck in the room.

Adoption has to be non-disruptive and non-destructive, because the wrong approach does more harm than not adopting AI at all.

Proof of live AI implementation work across industries
Founder of CLN Work
Who delivers this

Founder-led, not delegated.

CLN Work is led by an exited founder who built and sold Jexo, a B2B project-management and workflows SaaS used by 5,000+ companies, for $8M.

A decade-plus writing production software, hands-on with AI since before ChatGPT, with early-career experience inside large-scale change programmes in complex, regulated organisations. That senior judgment sets the standard on every engagement, backed by a team that delivers to it.

More about us →

A conversation, not a contract.

Thirty minutes, a senior read on where the opportunity is, and an honest view on fit. Not a sales pitch, not a free diagnosis.

Book 30 minutes