AI that does the work not just demos.
We build LLM products, autonomous agents, and predictive systems that turn proprietary data into action — measured, evaluated, and deployed by senior engineers.
A small studio with senior wiring
A software, AI, and cloud studio — small enough that the people doing the work are also the people on the call.
Ship to learn
Working software in week one beats a perfect plan in month three.
Craft over volume
Fewer engagements, deeper attention. We don't run a body shop.
Plain language
We explain trade-offs, not buzzwords. You can read every estimate.
Own the outcome
If it breaks at 2 AM, that's our problem too. We support what we ship.
What we build
Six practices, one team. Pick the one you need — most clients pull from two or three.
LLM & RAG systems
Retrieval-augmented assistants and copilots tuned on your knowledge — with citations, guardrails, and evals you can audit.
- RAG over private data
- Prompt & tool engineering
- Citations & guardrails
Autonomous agents
Agents that plan, call tools, and complete multi-step work — with traces, evals, and a human in the loop where it matters.
- Multi-step tool use
- Memory & long-context
- Human-in-the-loop review
Predictive analytics
Forecasting and classification models that turn historical operational data into decisions you can defend.
- Forecasting & demand
- Classification & scoring
- Anomaly detection
NLP & speech
Document understanding, summarization, classification, and speech pipelines — production-grade, not notebook-grade.
- Document extraction
- Summarization & search
- Speech-to-text & TTS
Computer vision
Detection, OCR, and visual quality systems for ops, security, and field workflows — with edge or cloud deployment.
- Detection & OCR
- Quality & defect inspection
- Edge & cloud inference
MLOps & evals
Evaluation harnesses, monitoring, and deploy pipelines that keep your AI honest after the demo is over.
- Eval harnesses
- Drift & quality monitoring
- Model & prompt versioning
How an engagement runs
From first call to long-term care.
Scope week
One week, fixed fee, written deliverables: outcome map, architecture sketch, milestone plan.
Build sprints
One- or two-week sprints, every sprint ends with a working demo on a real environment.
Review & test
Code review on every change, tests in CI, written architecture decisions. We don't ship faith-based code.
Launch & care
Logs, dashboards, alerts from day one — then bug fixes, upgrades, on-call. Or a clean handover to your team.
Common questions, direct answers
The questions we get on most first calls — answered before you have to ask.
Got something more specific in mind? Let's get on a call.