We help companies become
AI natives.
Not decks, not another tool. Working systems built from your own data, installed inside your workflow, handed over running in 30 days.
What we install
Your scattered data becomes one AI context layer
We plug into what you already use and build one connected model of how your company actually runs. People, tools, and the work that flows between them: all of it mapped.
Your Data
AI Context Layer
Mapped 112 tasks, found 10 bottlenecks, 4 quick-wins
Clear Next Steps
- Qualified leads, ranked daily
- Follow-ups recovered
- Proposals and decks drafted
- Competitor briefs
- Reports built every week
- Ask your company anything
Installed inside the tools you already use. Every morning.
How we work
First we map it. Then we build it.
One paid audit finds the bottlenecks. Then we install working systems against them, starting where we are strongest: sales.
01The audit
We map how your company actually runs
Team interviews plus your own numbers become the context layer you just saw. Out of it comes a ranked map of where the business loses time and money, each line tied to a concrete fix and an expected payoff.
- Interviews with the people doing the work
- Bottlenecks ranked by what they cost you
- Two weeks from kickoff to ranked map
02First build: sales
Sales systems are our home turf
Lead pipelines, follow-up recovery, competitor intel: the systems in our case studies, installed at scale. Scoped to one bottleneck, shipped as a 30-day pilot with a go or no-go gate.
- Running inside the tools you already use
- Live in 30 days, not a roadmap
- Every case study on this page is one of these
Re: Northwind proposal, still the right fit?
to Sarah Lin
Hi Sarah, circling back on last week's proposal.
Happy to tighten scope if timing shifted. Worth a quick call?
This month · Rival A
What Rival A shipped
- AI add-on launched at €1.2k / mo
- Onboarding cut to 2 weeks
- Hired 3 enterprise reps
03Then anything
We agree on what to build next
Finance chasing invoices, ops rebuilding the same report every week, a custom agent on your data. If the context layer shows it, we can build against it. Ask us anything: the map tells us both whether it is worth building.
- Finance, ops, support, or something custom
- Same playbook: one bottleneck, one working system
- You pick the order, the map shows the payoff
Northwind Trading
INVOICE #4021
Due Aug 30
€3,000
Bill to Acme Robotics
Q3 · Board review
Revenue vs plan
Acme Security · Vendor questionnaire
1. Do you hold SOC 2 Type II?
Yes. The current report covers security, availability and confidentiality. Attached as Appendix A.
2. Where is customer data stored?
EU (Frankfurt) and US (Virginia), with regional pinning available on request.
Health score
62 ▾
Expansion
+€18k ▴
!Usage dropped 40% in 14 days
The founders
Who you will actually work with.
No account managers and no hand-off. A note from the two people who do the building, on what we believe and what we do about it.
Every industrial revolution paid the appliers, not the builders. The internet made far more money for the companies that learned to sell on it than for the ones who wired it. AI is running the same play. It is infrastructure, and infrastructure compounds for whoever actually puts it to work.
The question was never what AI can do. Almost anything that needs a person and a computer can be done by AI now, because everything digital is code and AI can reach all of it. The real question is how a company adopts it.
We have been building with AI for over three years, and we assumed everyone was doing the same. We were completely wrong. It went from a chatbot you ask questions to something that runs an entire workflow, work that used to take a person hours, days, sometimes weeks. Companies do not turn at that speed.
AI is already capable. The hard part now is getting a company to actually use it.
That is the whole of what we do. We come in, audit how the company really runs, and put a number next to every bottleneck we find. We agree with you on what is worth building. Then we build it and leave a working system behind, running inside the tools your team already opens every morning.
We will do that from inside your building if you want it, a month or two on site. You learn more about a business in a week at the desk than in ten calls, and the work is better for it. We are two people, not an agency. You will talk to us, not to an account manager. And if we do not believe we can move your number, we will tell you that before you pay us.
Where this goes: one person doing what three used to, on the same headcount, three or four times the output and more accurate for it. We are here to make that happen faster.
Want this inside your company?
Tell us the outcome you need, and we will show you what we can build.
We install the system, run it with a person in the loop, and hand it over working.
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