— what we ship

Five things.
Done seriously.

We don't have a sixty-service menu. We have five things we do better than people billing four times the price. Pick one, or email us your problem and we'll point you at the right person — even if it isn't us.

01

LLM apps & agents

Production-grade agentic systems. RAG that actually retrieves, tool-use that doesn't hallucinate, eval harnesses that catch regressions before users do.

LLM ops platform Internal RAG search Customer-facing assistant Multi-agent workflows
example diagram
02

ML model development

Classic ML done seriously. Forecasting, ranking, recommendation, computer vision, NLP. Owned end-to-end: data, training, serving, monitoring.

Demand forecasting Document understanding Personalization Anomaly detection
example diagram
03

MVPs from scratch

For founders: we build your first version. Opinionated stack, shipped in weeks, designed so your future hires can take it over without rewriting.

Full-stack MVP Pre-seed prototype Investor demo build Pilot deployment
example diagram
04

AI strategy & advisory

Diagnostic engagements for leaders. Where to bet, where to wait, what to kill. Comes with a written memo and zero retainer pressure.

AI readiness audit Roadmap & sequencing Build vs. buy memo Vendor selection
deliverable
a written memo

PDF · ~15 pages · opinionated · shareable with the board

see Diagnostic tier →
05

Custom research

When the off-the-shelf model fails your task. Paper-replicating, benchmarking, novel methods, fine-tuning. Engineers who publish, not PowerPoint.

Method development Benchmark design Fine-tuning programs Paper-to-prod port
deliverable
a paper, a benchmark,
working code

reproducible · open-sourced where possible · handed off to your team

see related case →

Not sure which fits?

That's literally what the call is for.

Book 30 min →