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 SCALEData 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 teamTalk to an engineer.
Pick whichever is easiest — every option reaches a real engineer, never a sales queue.