The AI engine:observe, advance tasks,and improve the next cycle

Monitoring

Progress and bottlenecks

Business signalsCustomer feedback
Task progressTrack outcomes
Human approvalReview pending actions
ExceptionsBlocked or failed tasks

Continuous improvement

Observe · Orient · Decide · Act
01

Observe

Gather feedback.
Track task progress.

02

Orient

Find bottlenecks.
Spot opportunities.

03

Decide

Apply business Skills.
Select a strategy.

04

Act

Follow the rules.
Record results.

Execution feedbackInto the next cycle

Scheduling

Run within business rules

FrequencyScan for changes
Time windowsSet operating hours
Task scopeDefine batch size
Approval rulesReview key actions

Strategy experiments

Validate, then apply
01Trial

Test on a small scale

02Compare

Results and issues

03Adopt

Roll out within rules

Validate new practices before routine use

Human review & Skill updates

Human oversight
People approve key actions

Review major changes,
then apply permissions.

Capture effective practices

Update rules, scripts and SOPs.
Keep versions and rationale.

Pause strategies, document changes and track results