We’re senior engineers who build reliable AI products, internal tools, and automation for your business.
Trusted by
What we build
We're a senior product engineering team, not a body shop. We take AI from idea to production, then keep it running, measured, and improving.
LLM-powered copilots, intelligent search, document extraction, and workflow assistants embedded in your existing product, built to handle real users and real edge cases.
Image and video analysis for site inspections, safety compliance, progress monitoring, and field operations. Models trained on your data, deployed where your teams need them.
Dashboards, admin tools, approval workflows, and data pipelines that replace spreadsheets and manual handoffs. Software your operations team will actually adopt.
We map your manual workflows, automate the repetitive parts, and measure the ROI. Your team keeps the judgement calls; the machine handles the volume.
Results
Real systems in production, with outcomes we can measure.
Interview Prep · UK
CaseCoach prepares MBA and university students for consulting interviews, including partners like Harvard Business School, MIT Sloan, and LBS. Together we built AI voice drills where candidates talk through live case problems and get graded feedback tuned to CaseCoach's methodology.
Computer Vision · Construction
We built computer vision pipelines to process architectural sketches and takeoffs, turning hours of manual quantity extraction into a workflow estimators could run in minutes.
We've especially worked with a lot of education clients, from automated grading to voice AI exercises.
See our work in education →Why us
Small senior team. We ship things that work.
We benchmark AI features on your real data before they go live, so you know the hit rate and where they fail. The automation handles the volume. Your team reviews the exceptions and signs off on the edge cases.
Between us, dozens of AI systems in production. We own the technical decisions and architecture through launch. You get senior leadership on the project, not a team waiting for specs.
In their words
"This is much better than we've managed to do on our own."
"You know that you guys can slow down a bit, right?"
"Wow"
How we work
We start small. If it works, we do more of it.
We review your existing processes and systems, map opportunities for AI, and deliver a concrete roadmap with expected ROI. Two to four weeks, fixed price.
We build a working proof of concept for the highest-impact opportunity identified in the audit. You see real results with your own data and users before committing further.
We become your ongoing AI product team. We maintain what we've built, ship new features, and keep you ahead of the curve as models and techniques evolve.
Get started
We'll get on a call, explore your product and operations, and figure out together what's worth building.
Or find us on LinkedIn
