Vision & Image
Reading pictures — of a part, a field, a scan or a page.
- Inspection
- Recognition
- Medical & agricultural imaging
- Design
Turning a written brief into rough concept visuals
A packaging direction, a store-fit mood board or a key-visual rough is generated from a written brief in minutes, so a team can look at ten directions before committing studio time to one. What comes back is a conversation piece for the designer, not artwork anyone can send to print.
- Effort
- Hours of work
- Organisation size
- Small business
Auditing shelf stock and placement from a phone photograph
A field representative photographs the fixture; a detector locates and counts each product facing, compares it against the layout the account agreed, and returns out-of-stocks and misplacements as rows a supervisor can act on the same day instead of at month end.
- Effort
- Weeks of work
- Organisation size
- Mid-market
Ordering the chest X-ray reading queue in TB screening
In a high-volume screening drive, software reads each plain digital chest radiograph and scores how abnormal it appears, so that scarce reader time and a limited stock of confirmatory molecular tests reach the highest-scoring films first. The clinical conclusion is still reached by a clinician on a confirmatory test.
- Effort
- More than a few weeks
- Organisation size
- Enterprise
Catching visual defects on a line with a fixed camera
A fixed camera photographs every unit as it passes; a model trained only on defect-free examples scores how far each image departs from them, and an operator adjudicates whatever it flags. The rig — lens, fixture, lighting — is part of the system, not a detail arranged around it.
- Effort
- More than a few weeks
- Organisation size
- Mid-market