— what we ship

Six things.
Done seriously.

We don't have a sixty-service menu. We have six 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
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
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
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 Cordia Group case →
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 →
06

AI business process automation

We automate the work that eats your team's week. B2B lead generation that researches before it reaches out. A personal chatbot-helper living in your Telegram or your app. An AI agent that keeps you ranking in Google — and showing up in ChatGPT answers. A review system that asks every happy customer, so you don't have to.

B2B lead gen & reach-out Telegram / in-app chatbot-helper SEO & GEO optimization agent Automatic Google reviews
deliverable
working automations
in your stack

wired into your CRM and tools · monitored · yours to keep

see automation case →

Not sure which fits?

That's literally what the call is for.

Contact us →