Machine vision for four very different floors.
Capture, label, train, infer — the same open pipeline behind every deployment, tuned to what your line actually makes, packs or ships.
Food processing: every piece checked at line speed.
From sandwich assembly to fruit sorting, Robopipe inspects every product passing the camera — in washdown areas, cold stores and flour dust alike.
- Missing, misplaced or wrong ingredients on assembled products
- Foreign-object detection
- Portion, weight-by-vision and fill-level checks
- Piece counting, pass rate and takt on the floor display
- 3,600
- products / hour inspected
- −32%
- reject rate in month one
Pharma & healthcare: verified fills, closures and labels.
Capsule filling, blister packing and labelling verified piece by piece — with an image record of every inspection for your quality documentation.
- Fill level, capsule and blister completeness
- Cap, seal and closure presence and position
- Label presence, orientation and batch-code legibility
- Image archive of every pass and reject, exportable for audits
- 99.5%
- detection precision
- 100%
- of pieces documented
Retail & e-commerce: your whole catalog, tagged by AI.
Tagging thousands of product images by hand is slow, inconsistent and error-prone — and bad metadata buries products in search. Robopipe reads your product photos and writes the tags for you, keeping the whole catalog searchable as it grows.
- New products listed from a photo — color, material, size and style extracted automatically
- Uniform terminology across the entire catalog — no typos, omissions or mixed labels
- Better SEO and site search: “black leather office chair” finds the right product
- Scales to seasonal collections and tens of thousands of SKUs without extra headcount
- Fulfilment covered too: order contents verified with photo proof of every shipped box
- Shelf analytics: store checks digitized — products on shelf photos detected and classified to improve on-shelf availability
- 10k+
- images tagged per day
- 0
- hours of manual tagging
Logistics: a safer, measured warehouse.
Cameras watch aisles, docks and conveyors around the clock — flagging safety hazards the moment they appear and turning every movement into operational statistics.
- Forklift–pedestrian near-misses detected, counted and mapped to their hotspots
- Missing PPE (vests, helmets) and unauthorized entry into forklift-only zones
- Blocked emergency exits, spills and aisle obstructions flagged the moment they appear
- Speeding and wrong-way driving in aisles logged per vehicle and shift
- Traffic heatmaps, dock dwell times and congestion peaks — evidence for re-layouts
- Throughput and near-miss statistics wired into your WMS and safety reporting
- −60%
- safety incidents reported
- 24/7
- monitoring & statistics
Don't see your line here?
If a camera can see it, Robopipe can learn it. Tell us what you make and we'll show you what inspection would look like.