What Punch is.
An AI and software engineering company — raw data to production.
Four offices. One bench.
The people you'd actually work with — where they sit.
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Recent AI projects.
Real systems, running in production today.
Every tile below is live for a client right now — grading power lines from the sky, forecasting markets, interviewing candidates, reading film cuts. Hover a tile to watch the real product run, and click through for how we built it.
See all the work
Every pole, inspected from the sky.
We built the computer vision that grades utility-pole rot from drone photos — and routes crews to the worst ones first.
How we did it
Teaching the chart to remember.
We built the forecasting engine that mines 8 TB of market history for patterns that repeat — in production since 2016.
How we did it
It watched your cut. It has notes.
We built the AI that watches a film cut and tells editors which scenes land — and which to fix.
How we did it
The interview that interviews back.
We built the voice AI that gives every applicant a real interview — then scores it, with the transcript as receipts.
How we did it
Wave the phone. The shelf uploads itself.
We built the computer vision that catalogs a whole store shelf from one wave of a phone.
How we did itThe proof goes back a decade.
The League. KonMari. Two IPOs. TurnTide. Before they were obvious.
See the archiveIn their words.
Don't take ours for it.
"The detector flagged rot our own inspectors had walked past. It paid for itself on the first inspection cycle."
OPERATIONS LEAD · FIRMATEK
"The only vendor that ever told us a model wasn't good enough to ship yet. That honesty is why they've lasted years here."
FOUNDING TEAM · NUMIN
Talk to AI Verdi.
Our founder, fine-tuned.
We build conversational AI for a living — so we built one of ourselves. Ask it what working with Punch is like, what something costs, or whether your idea is feasible. The real Verdi reads every transcript.
AI Verdi
ONLINE · BUILT ON PUNCH'S OWN VOICE-AI STACK
The work is only half the story.
What makes Punch different.
Our own labeling floor.
Teaching machines to understand, by hand.
A model is only as honest as its labels, so we run our own annotation floor — trained annotators in Lagos, working in your taxonomy, with QC on every batch. No gig marketplaces. No mystery labels. This is the floor that built Firmatek’s 31,000-image and RecoveryTrek’s 50,000+-image datasets.
Our models train on hardware we own.
No rented cloud, no running meter.
Most shops rent compute and watch the meter. We own ours — 400+ logical cores and two terabytes of RAM down the hall — so experiments end when the data says stop, not when the bill does.
Two ways to make it work.
If upfront fees aren't the right fit.
Ready when you are.
Start something. Fix something. Scale something.
Whichever door fits, an engineer reads your note — we'd love to work with you.
Start with Punch.
A new build — raw data to production software, with an honest go/no-go on the way.
Start the conversation 02 · SWITCH
Switch to Punch.
A demo that never shipped? We take over half-built AI — audit it, finish it, or call it honestly.
Get a second opinion 03 · SCALE
Scale with Punch.
An embedded senior team shipping inside your org, month over month — knowledge that stays.
Meet your team