01
Frame the operating question
Start with the decision you cannot make clearly today — not with a model or camera specification.
How Deqa works
METHOD / 02 Start with a decision. Prove it in the field.
A disciplined route from one operational question to a scalable vision deployment.
Four practical steps
The beginning is intentionally simple.
02
Select representative cameras
Choose the scenes, edge cases and operating conditions that represent the real deployment.
03
Deploy the right boundary
Run at the edge, on-premise, in the cloud or as a hybrid, based on latency and privacy needs.
04
Measure, verify and expand
Validate the operating outcome, then extend the same core to more cameras, sites or use cases.
A credible pilot
Measure the workflow, not the demo.
The pilot is designed around a business baseline, target signals and an expansion decision — with operating conditions agreed up front.
WEEK 0Baseline + site survey
WEEK 1–2Integration + calibration
WEEK 3–5Live measurement
DECISIONExpand, adapt or stop
The intelligence path
The same operating loop at every scale.
01
Capture
Existing cameras + video
02
Perceive
Vision models structure the scene
03
Reason
VLM + AI Agent Harness
04
Execute
SOP action + traceable evidence
Three to five weeks