Voight Labs is a boutique consultancy building production machine learning, web platforms, and hardware-software systems. We work with companies that need real engineering — not slide decks.
What we do
Predictive models, forecasting systems, and custom ML pipelines — designed to ship and stay shipped. Training, evaluation, deployment, and the MLOps to keep them reliable in production.
Operational dashboards, internal tools, and client-facing platforms. Type-safe, well-tested, and built for teams that will maintain them long after we hand them over.
Embedded systems and the software stack around them — firmware, edge inference, device-to-cloud telemetry, and the dashboards that make the data useful.
Problems that don't fit a category. We assemble the right team — from our core and our network — and build what's needed. Often the work no one else wants to take on.
How we work
We run lean on purpose. The result is faster decisions, less overhead, and a team genuinely accountable for what it ships.
A small team of engineers with international experience across fintech, ML platforms, and hardware. For specialized work, we bring in vetted experts from our network — so capacity scales without diluting quality.
No junior offshore tier, no project managers writing tickets they don't understand. The people on the call are the people writing the code.
We measure ourselves on systems running in production, not deliverables produced. We work in short cycles, push to production early, and iterate against real signal.
If a problem is the wrong shape for us — or for outside engineering at all — we'll say so. We'd rather pass on work than take on a project we can't do well.
Selected work
Active projects, anonymized. Specifics available under NDA.
Built predictive models and real-time analytics dashboards for an international trading firm. End-to-end ownership: feature engineering, model training and evaluation, production inference, and the operator-facing tooling on top.
Currently developing computer vision systems and the surrounding software for the automotive and residential security sectors — from edge inference on constrained hardware to the cloud services and operator interfaces around them.
Get in touch
We take on a small number of engagements at a time. Tell us about the problem — we'll be straightforward about whether we're the right team to solve it.