We build, train, fine-tune, and deploy production-grade computer vision models on your existing RTSP security cameras, edge devices (NVIDIA Jetson, Intel OpenVINO), and private cloud APIs. Zero monthly SaaS hostage fees—you own 100% of your code and weights.
We build bespoke computer vision solutions for unlisted edge use-cases. Contact our engineering lead to discuss your specific camera feed or dataset.
Real-time automated compliance auditing and active hazard alarms for manufacturing plants, heavy construction sites, chemical bays, and logistics terminals.
Continuously monitor construction sites, cranes, and refinery bays to instantly alert supervisors if workers enter hazardous active zones without hard hats.
Verify mandatory fluorescent yellow/orange reflective vest usage in heavy vehicle corridors, apron aprons, and dock loading zones day and night.
Inspect lathe, milling, and chemical stations to ensure machine operators wear certified safety glasses or sealed goggles before machinery unlocks.
Differentiate bare hands from protective chemical, thermal, or cut-resistant gloves in sharp sheet-metal handling and caustic chemical labs.
Detect prohibited open-toed shoes, sandals, or street sneakers at plant entrance turnstiles and warehouse heavy-loading docks.
Confirm transparent polycarbonate or tinted welding shields are securely lowered over the worker's face during active sparks, grinding, and welding.
Check that workers elevated on scaffolding, boom lifts, or roofs have full-body harnesses strapped and properly clipped to anchored safety lifelines.
Draw virtual polygon zones around robotic cells, high-voltage transformers, and conveyor pinch points to trigger sub-second safety shutoffs on breach.
Calculate physical distance between moving forklifts and foot pedestrians in warehouse blind-spots, activating audio/visual warning strobes.
Detect early rising smoke plumes in high-ceiling hangars, lumber warehouses, and recycling facilities minutes before physical ceiling detectors heat up.
Spot visible open flames and explosive flash flare-ups in scrap processing yards, chemical storage, and outdoor depots with zero false alarms from sunlight.
Identify hazardous oil, solvent, or water puddles spreading across polished warehouse concrete floors before costly slip-and-fall incidents occur.
Verify that protective plexiglass doors, metal screens, and interlock cages are physically closed and latched around heavy stamping presses.
Instantly recognize workers slipping, collapsing, or falling from ladders/platforms, dispatching plant first responders with exact GPS/floor coordinates.
Evaluate real-time spinal curvature, rounded lifting, and repetitive strain angles on assembly lines to prevent chronic worker back injuries (REBA/RULA).
Monitor factory shift transitions, turnstiles, and emergency escape stairwells to prevent dangerous overcrowding and stampede risks during evacuations.
Track automated guided vehicles (AGVs), reach trucks, and tuggers to enforce indoor speed limits, monitor reverse maneuvering, and flag aisle traffic jams.
Detect hairline cracks, surface pores, scratches, and weld discontinuities on extruded aluminum, stamped parts, and glass bottles at conveyor speed.
Digitize legacy analog boiler pressure gauges, temperature dials, and oil level sight-glasses without replacing expensive mechanical plant hardware.
Scan multiple 1D barcodes, 2D QR matrixes, and safety compliance labels simultaneously on high-speed warehouse rollers even when partially damaged.
Computer vision engines that quantify the real physical world: counting shelf inventory, estimating package volumes, mapping store traffic, and detecting property defects.
Instant shelf stocktake and pallet crate count from overhead security cameras or worker mobile snapshots. Eliminates manual stocktake hours.
Visual web-crawler that detects identical products on rival storefronts and marketplaces, monitoring pricing shifts and stock availability automatically.
High-speed conveyor quality inspection spotting surface anomalies, label misalignment, container dents, and packaging flaws on production belts.
Measure customer dwell time, aisle heatmaps, and peak store entry hours in physical retail stores anonymously without capturing facial biometric data.
Allow remodeling clients to visualize photorealistic wall colors, hardwood flooring, and cabinetry replacements directly on actual photos of their rooms.
Automatic grading of tenant move-in and move-out photos to identify drywall holes, carpet stains, and broken fixtures for fast security deposit audits.
Real-time open vs occupied parking guidance mapping using standard overhead parking garage cameras, feeding live occupancy displays and driver apps.
Flag duplicate, re-uploaded, or stolen property listings across real estate portals using high-dimensional visual feature matching.
Real-time 33-point skeletal joint tracking and repetition counting through patient webcams for home rehabilitation exercise verification.
Estimate parcel length, width, height, and cubic volume instantly from standard mobile photos to automate freight billing and avoid disputes.
Vision-language and perception models that read physical signage, recognize license plates, digitize architectural floor plans, and enable snap-to-search e-commerce.
Customers snap a picture or upload an Instagram screenshot to instantly surface identical and visually matching inventory in your product catalog.
Scan retail shelf price tags with handheld mobile devices to automatically flag promotional discrepancies, missing tags, and outdated pricing.
Automatically evaluate brightness, sharpness, wide-angle distortion, and room clutter in real estate photos before listings go live.
Convert 2D paper blueprints and sketched architect floor plans into clean vector walls, door swings, and structured room square footage tables.
Accurately read small dosage instructions, expiration dates, and lot numbers stamped onto reflective pharmaceutical blister foils and medicine boxes.
Speak real-time natural language descriptions of surroundings, obstacles, transit signs, and restaurant menus for visually impaired users.
Validate that all screws, internal cables, and brackets are seated correctly against a golden master photo before an electronic device is closed.
High-accuracy vehicle license plate recognition for gated communities, toll plazas, drive-thru order lanes, and fleet parking barrier gates.
Scan live sports video broadcasts, video streams, and social posts to compute brand impression seconds and detect counterfeit brand merchandise.
Camera-based dumpster fullness detection to optimize municipal and commercial garbage collection truck routes, preventing messy overflows.
Turn messy paper invoices, lab test reports, handwritten intake clipboards, and customs shipping slips into pristine, validated JSON records that sync with your ERP.
Transform raw warehouse snapshots into studio-grade e-commerce hero photos with realistic contact shadows on clean pure white or lifestyle backdrops.
Extract merchant name, total, transaction date, VAT, and line items directly from thermal and crumpled receipts into bookkeeping spreadsheets.
Automatically generate compelling, MLS-compliant property marketing copy and feature highlights from a simple bundle of 5 to 10 home photos.
Transcribe physician handwriting, clinical intake sheets, and patient consent forms into structured, encrypted FHIR/JSON electronic health records.
Parse multi-page diagnostic blood panels and pathology tables, flagging out-of-range biomarkers against normal physiological reference limits.
Read 1D/2D barcodes, sender/recipient addresses, and zip codes from creased, plastic-wrapped, or damaged courier parcel labels at high speed.
Snap photos of paper cards at trade conferences to auto-populate contact names, phone numbers, verified corporate emails, and roles into CRM.
Classify and extract key-value data fields from insurance claim forms, tax schedules, and government applications with sub-second accuracy.
Reconcile supplier PDF invoices against open Purchase Orders and automatically draft balanced ledger entries in QuickBooks, Xero, or Tally.
Estimate customer wait times and counter line headcount from security camera snapshots to automatically notify managers when queues bottleneck.