Hundreds of claims. Software and shop floor. Honest about failure.

Advanced manufacturing · BC

Shop-floor R&D counts

A precision millwork shop solving problems off-the-shelf methods couldn’t — glass-smooth finishes on large curved panels, vented doors that pass air but block sound. A documented progression of experiments, including the ones that failed.

IT / AI · Alberta

Black-box machine learning

An ML team controlling industrial processes too messy for standard control — including the hard case of batch, interrupted data where the usual assumptions break. Uncertainty was the whole job.

Electronics · Alberta

Past the spec sheet

An audio-electronics firm pushing hardware past published limits — many simultaneous channels on a new multi-core DSP, a noise floor driven extremely low. We traced the real, undocumented engineering uncertainties.

Construction · Alberta

Industrializing how homes are built

A builder manufacturing wall, floor and roof panels in a factory — the R&D was in the robotic automation: tooling that handles dimensionally inconsistent lumber, and Net-Zero homes made economical.

Food science · Alberta

Reformulation, by trial and error

A processor hitting several conflicting targets at once — allergen-free, the right texture, a long shelf life, freeze-thaw stable — using only natural ingredients. Systematic trial-and-error across proteins, starches and fats.

Software / security · Alberta

Anomaly detection at scale

A security firm catching brand-impersonating domain registrations in near-real-time across an enormous global volume — novel detection workflows where naive pattern-matching simply failed.