The services, shown by the work.
No capability decks. Every service below is followed by the client work it shipped on — if we can't point to proof, we don't list it.
Computer vision & video.
Detection, inspection, recognition — drone imagery to live camera feeds. Annotated on our own floor, trained on our own cluster, gated on honest evaluation before anything ships.
THE PROOF →LLM systems & RAG.
Assistants and agents grounded in your data — with receipts. Retrieval, custom embeddings, and evaluation harnesses so the model answers from your truth, not its imagination.
THE PROOF →Voice & conversational AI.
Systems that talk, listen, and score the conversation — our phone line included.
Zwilt Voice AI that interviews candidates and scores every conversation for the hiring team. ZWILT · SCREENINGForecasting & pattern engines.
Time-series models that find what the chart keeps to itself — our oldest discipline.
Numin 8 TB of market history mined for patterns that rhyme — in production since 2018. NUMIN · SINCE 2018Media & generation pipelines.
Personalized video, avatars, and rendering that hold up at audience scale.
Netflix Generation and rendering pipelines built for one of the largest audiences on earth. NETFLIX · AT SCALEMatching, recommendation & personalization.
Ranking and matching engines that learn what each user wants — and beat cold-start.
The League Curated matching that made it a category leader — acquired by Match Group. THE LEAGUE · MATCH GROUPAI agents & automation.
Tool-using agents that take action and run multi-step work — not just answer.
Punch AI The live agent on this site — it scopes your build, shows our work, and books the call. PUNCH AI · LIVEMLOps, evaluation & monitoring.
Honest evaluation gates and drift monitoring — nothing ships on a demo.
RecoveryTrek Real-time inference, monitored live and gated on honest evaluation before it acts. RECOVERYTREK · MONITOREDFine-tuning & custom models.
Custom detectors, embeddings, and forecasts — trained on hardware we own.
Firmatek A custom YOLOv11 detector trained on 31,847 labeled images on our own cluster. FIRMATEK · CUSTOM-TRAINEDData engineering & the machinery.
Everything that feeds the model: pipelines that turn messy history into training-ready truth, our own annotation floor, and our own training cluster — nobody else's meter running.
THE PROOF →The agency decade built the habits.
Two hundred clients of product, design, and platform work — the engineering discipline every AI system above stands on. Still available when the project calls for it.
Four shapes to hire it in.
ALL PROGRAMS →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 teamStart small, scale when it works.
Most teams start with a fixed-fee Audit, then move into a build once the scope is clear. Every engagement is scoped to your project — you get the exact number on a quick call, and financing is available.
Audit
A short, fixed-fee engagement: we pressure-test the idea, map the architecture, and hand you a concrete build plan, timeline, and cost — yours to keep, whether or not you build with us.
MVP
The first working version in front of real users, fast — the smallest thing that proves the idea, built by the senior engineers who’d take it to production.
Production
Harden it, scale it, and ship the real system — the data, the models, the product, and the design, end to end and built to last.
Embedded
A senior Punch pod embedded with your team on a rolling basis — AI, software, and design capacity that flexes with the roadmap.
EVERY ENGAGEMENT SCOPED TO YOUR PROJECT · EXACT QUOTE ON THE CALL