Wilkins Ndwiga. I build the systems, then I run them with you.
I build AI systems and automations for growing businesses in any industry, and I work beside founders as their fractional COO. The systems take the routine work off your desk, and the decisions stay with you.
Where it started
Early in my career I worked on a content team with talented people and a disorganized process. We missed deadlines and repeated the same mistakes every week.
Then we got a system: documentation, accountability, a clear workflow. The same team started beating teams with more talent than us. That changed what I work on. Systems matter more than talent, and most growing businesses run talented teams with no real systems at all.
Inside other people's businesses
Since then I have run operations inside a home services company, a private lender, a six-location hospitality operation and media production companies. I sit on the leadership side, report to the owner and own the outcome.
The problem is nearly always the same. The business works because the founder wills it to work, and it wobbles the moment the founder steps back.
What I build now
Most of what I build today is AI systems, each one a role with one job: a reply desk, a call-back, a collections clerk, a weekly report, an onboarding coordinator.
My own practice runs on one. At 6:15 each morning an AI system I built in Claude Code reads my calendars, inboxes and project files and hands me one ordered list. It drafts. I decide and send. Every system I build for a client follows the same rule.
Beside the founder
The systems are half the job. The other half is the COO work: deciding with you what gets automated, who owns each process, and which calls stay yours.
I write it down, train the team and stay until it holds. If the system does not hold after the handover, I have not done my job.
Why fractional
I go deep into a small number of businesses at a time. You get the thinking and ownership a full-time hire would bring, with a defined exit once the operation stands on its own.
I do not deliver alone. I work with a small bench of operators I have recruited, drilled and tested for exactly this kind of work, so if this grows you are not starting another search.
What that has produced.
The detail, and where each number comes from, is on the results page.
- A home services companyCrew payroll from over 80% of revenue to 46% in one quarter, through scheduling on routes and jobs assigned by each crew member's home base. The owner's daily involvement down about 90%.
- A hospitality groupOwner involvement across six locations, from 10-plus hours a day to 30 minutes a week in 90 days.
- A media companyCut from 20-plus channels to a focused five, with quality and margin both up.
- A private lenderLoan servicing built from scratch, with two-person wire verification by callback.
- My own deskOne ordered list at 6:15 every morning, drafted by an AI system I built. I decide and send.
Operating principles.
Five rules I hold myself to inside every engagement.
- Systems before talentA written process, run the same way every time, beats improvised brilliance. I build for repeatability.
- The AI drafts, a person decidesEvery system prepares the work. A named person reads it, decides and sends.
- Work inside the businessAdvice only works once it is built into the workflow, so that is where I work.
- Few clients, deep workI take a small number of clients at a time, which is how the work stays good.
- The handover is the measureA good engagement ends with your team running the operation, and me no longer in every conversation.
The operation you want can be built. Start with one ordinary week.
Book the Operations Leak AuditComplimentary while this season's openings last. I run every audit myself, so I keep the number small.
Wilkins Ndwiga, AI systems and fractional COO. Remote, working US hours.