OptiFlow is a domain-aware image-analytics platform for semiconductor and industrial imaging — from SEM, FIB-SEM and TEM to X-ray, optical and infrared inspection. Build the analysis visually, find what manual review misses, and run it from a single image to a full batch or a live feed — exporting results that carry the exact method that made them. No code, air-gapped, 100% local processing.
Semiconductor and industrial imaging has outpaced the tools used to inspect it. Datasets from electron microscopes and high-resolution inspection lines are far beyond what anyone can review by hand; off-the-shelf AI was never trained on this kind of imagery; and an inspection decision that can't be reproduced or audited can't be trusted where it matters most.
Production-resolution EM and inspection datasets are too large to examine exhaustively, yet too critical to sample — the one anomaly that slips through is the one that reaches a customer.
The noise statistics of an electron micrograph differ fundamentally from those of a natural photograph. Models trained on everyday images mis-segment, over-flag, and miss the subtle, domain-specific signatures that matter.
When results shift between operators, stations and shifts, they can't be traced, defended, or relied upon — a critical gap in regulated manufacturing and security-sensitive work.
Semiconductor and industrial imaging spans many different teams — from hardware-assurance labs to process engineering and R&D — yet they share one need: inspection they can trust, repeat, and defend. OptiFlow adapts to each, rather than forcing your work into a generic mould.
OptiFlow flags anomalous and tampered components at single-component resolution using self- and unsupervised learning — it learns what normal looks like from your own imagery, so it surfaces the unexpected even when no trusted reference device exists. Where a golden reference is available, multi-resolution registration and comparison add a second, complementary line of detection.
Detect anomalies without a known-good device — built for new designs, legacy parts, and counterfeit screening where no trusted original exists.
Localise the specific component or region that deviates — not just a whole-image pass or fail — so review goes straight to what matters.
Learns normal appearance directly from your own images and flags novel deviations that no labelled training set could anticipate.
Multi-resolution registration aligns a device to its reference and surfaces differences — a complementary check whenever a trusted reference is available.
Every component is scored and ranked, so expert review goes to the few that matter — not the entire field.
Compose exactly the pipeline your inspection needs from a deep library of domain-aware operations — purpose-built for industrial imaging. Preview any of them on your own images, then license only what your work demands.
Denoising that is classical, AI-guided, and hybrid — NLM, bilateral, wavelet, total-variation and BM3D for low-SNR SEM and TEM data, preserving nanoscale structure. Flat-field, illumination and glare correction, plus learned deconvolution to recover defocused or distorted features.
Multi-resolution registration aligns a device to a golden reference across fields and scales; difference mapping highlights deviations for review — the reference-based half of hardware assurance.
Supervised object detection and instance segmentation — precise localisation and boundary delineation of defects and individual components across every imaging modality.
Self- and unsupervised detection learns normal appearance and flags deviations at component resolution — surfacing novel failure modes and tampering with no labelled defects required.
Calibrated area, distance and feature measurement read from your metadata, plus per-component morphometrics and texture analysis — with batch normalisation built in for comparable results across runs.
Search large image banks for a feature or pattern; live monitoring with action triggers — pause acquisition and notify on a flagged event; then statistics, plotting, and automatic export to Excel and auditable PDF reports.
Channel and colour operations, lookup tables, geometry and alignment, type conversion, and pixel-wise image maths and compositing — the connective tissue that lets any workflow fit together exactly as your inspection requires.
Modular by design — start with what today's inspection needs and add modules as your work grows, instrument by instrument and line by line. See the full OptiFlow platform.
In hardware assurance and regulated manufacturing, an inspection is only as good as the trail behind it. OptiFlow records the full method for you — so every result is reproducible, every method is portable, and your data never leaves your control.
The complete pipeline — every operation, parameter, calibration and operator — is written into the image itself, encrypted and readable only inside OptiFlow. An encrypted, rollback-resistant timestamp guards the record; where it matters, lock it to a password only your team holds.
Export the complete pipeline as a standalone file — to hand to a partner lab, attach to a report, or re-run across a batch. Anyone you give it to can reproduce the exact inspection, down to the parameter.
Processing reads and writes your own filesystem directly. No image data crosses the network — no cloud account, no exceptions — so sensitive designs and security-critical hardware stay exactly where they belong.
Every result already contains the workflow that made it — so revisiting an inspection, handing it to a colleague, satisfying an auditor, or re-running across a batch needs nothing rebuilt and nothing re-documented. Drop in a finished result below and watch its full method reappear.
Logic Byte's semiconductor and electron-microscopy capabilities trace directly to world-class research and to systems already in production.
No rip-and-replace, no leap of faith. Prove the value on your own data first, then grow module by module, line by line.
Bring a semiconductor or industrial imaging problem and your own data — we'll show you exactly what OptiFlow does with them. If your inspection needs something we haven't built yet, we'll build it.