Most capabilities in OptiFlow began as published, peer-reviewed research and were proven through deployment in demanding imaging environments — from single-cell optical microscopy to semiconductor electron microscopy. The methods are domain-independent: wherever an image holds an answer, the same rigour applies.
Not a launch bet. OptiFlow rests on years of published research and shipped systems — a track record you can read, cite and verify.
The subject matter varies, but the findings are general. Each result below is a capability you can put to work — whatever your images are of.
Incorporating the physics of the imaging problem into the model — rather than reaching for an off-the-shelf network — lifted a published disease-classification result from 92% to 97% accuracy.
Published work identifies cancer cells from label-free images at 95% accuracy in under 35 minutes; the same principle drives virtual staining, now in production at ETH Zürich.
Anomaly and defect detection on electron-microscopy imagery flags what is wrong without a golden reference — separating known failure classes from entirely novel ones.
Selective high-resolution acquisition, on-device latency reduction and real-time embedded processing keep analytical depth without the throughput ceiling of scanning everything at full resolution.
Rigour you can check in the literature, and delivery you can rely on in the field. Both feed the same platform.
Selected publications in AI-driven imaging and image-based diagnostics. The complete list of 20+ is on the full record.
Applied engineering on commercial instruments and embedded systems, where accuracy and throughput are equally non-negotiable.
Founding research in AI-driven imaging, covered by Singapore's flagship broadcast and print media and by specialist AI programmes internationally.
The complete record — every peer-reviewed publication, collaboration, conference contribution and press mention — is laid out in full, filterable and linked to source. Read it, cite it, check it.
Bring an imaging problem and your own data — from any field. We'll show you what OptiFlow does with it, and if your workflow needs something we haven't built yet, we'll build it.