Drilling & O&G Analytics
Real-time drilling dashboards, torque & drag, stage performance, completions analysis. We speak rig floor and data science in the same sentence.
Oil & gas · AI & LLM systems · Data apps
Analytics with teeth.
We architect AI systems, drilling analytics, and custom software for industrial operations — built with you, side by side, not just delivered to your inbox.
What we build
AI & LLM Systems
RAG pipelines, fine-tuned open-weight models, agent systems, and the plumbing that makes them production-ready — including slashing your API bill.
Dashboards & Data Apps
Custom web and mobile apps that turn messy operational data into decisions people actually make. Fast, focused, no bloat.
Technical Strategy
Model selection, build-vs-buy, cost engineering, architecture reviews. Honest advice from people who build — not slide decks.
Home turf: oil & gas. Proven range: Finance Social services Legal
Recent work
AI product · Mobile app
Nyvah — an AI wellbeing coach that runs on its own model
A mobile-first stress and behavior companion. We distilled a frontier model's coaching style into a fine-tuned open model with retrieval-grounded answers and a deterministic crisis-safety layer.
- 1 call instead of 4 per message
- 99% lower inference cost
- 0 LLM calls on crisis paths — safety is code, not vibes
Case study · Cost engineering
Frontier quality without the frontier bill
Client-style pipeline burned four premium API calls per user message. We rebuilt it as one call over a retrieval layer, then fine-tuned an open model on distilled gold answers to match the original quality.
- $709/mo → $5/mo projected at 30k messages
- 132× cheaper per message
- Same voice, grounding, and safety behavior
About us
Great technology isn't built alone. We partner with our clients — architecting AI systems, applications, and technical strategy together — because the goal for us isn't profit. It's building something that actually works, and walking that path side by side.
Simply stated… we love building cool ass stuff.
Let's talk
Free consultation — just give us a shout. Consultations by appointment.