Vision and edge
Visual quality inspection
Detect, segment, and review defects or assembly conditions on representative production imagery.
Primary buyer: Manufacturing quality and operations teamsThe real constraint
Camera position, lighting, occlusion, privacy, hardware, and field maintenance can matter more than model choice.
How we approach it
We define zones, events, error costs, edge/cloud boundaries, review, and installation ownership before scaling cameras.
How we prove it
Representative footage is segmented by difficult conditions and evaluated against the operator decision it supports.
Production system
Vision and edge
Images and video converted into measurable events, quality evidence, and operational decisions.
- 01Camera and scene specification
- 02Detection, segmentation, and tracking
- 03Zone, event, and temporal logic
- 04Edge inference and secure transport
- 05Operator review, alerts, and drift checks
Typical fit
Earlier, measurable defect detection with a controlled review path
FAQ
Questions before a pilot
01Do we need perfect data before starting?
No. Discovery establishes whether representative data exists, what quality gaps matter, and the cheapest evidence needed before a production promise.
02Can Tandemora own the complete implementation?
Yes. Scope can include product interface, models, data, cloud, integrations, observability, deployment, and handover, with specialists added when the system requires them.
03How is pricing determined?
Uncertain work begins with a bounded paid discovery or pilot. Production is priced after evidence clarifies data, integration, quality, operations, and ownership.
Service focus
Automated Visual Inspection Systems
Design an AI visual inspection system around real cameras, production conditions, representative defects, error costs, and review workflows.
- Built for
- Manufacturing quality and operations teams
- Designed to achieve
- Earlier, measurable defect detection with a controlled review path
Related delivery scope
- AI visual inspection
- machine vision defect detection
- computer vision quality inspection
- vision inspection system integrator
Need a different system?
Not quite your solution?
Explore nearby systems or bring the outcome, workflow, and constraints that do not fit a predefined category. Tandemora can scope a custom solution around the real operating problem.
Your version will have different constraints.
Bring the workflow, current system, available evidence, and the assumption you trust least. We will identify the smallest useful next step.
Discuss this system