Systems
How the work comes together.
Reference architectures for the systems Engence designs and builds.
Reference architectures
Three system patterns.
01agent
Agent workflow
An agent that reads context, proposes an action, uses approved tools, and keeps review visible.
Scoped permissionsApproval gatesAudit trail
02system
Custom AI pipeline
A tailored data and model pipeline, measured around the task it needs to perform.
Data boundariesTask metricsMonitoring
03visual
Visual AI loop
A measured path from frames to detection, review, response, and ongoing monitoring.
Measured baselineThresholdsHuman review
Principles
What we care about.
Start with the work
Define the user, workflow, and outcome before choosing a model.
Measure what matters
Evaluate against a useful metric and make failure modes visible.
Ship for ownership
Document the system, how it runs, and where responsibility sits.