01 / 05 · WHAT IRUVY DOES
MANAGER REVIEW FOR MANUAL MANUFACTURING
See manual work, one cycle at a time.
A planned product direction to help managers review one manual work cycle against an agreed standard.
FIRST PRODUCT DIRECTIONManager review is planned and not live. Flow controls sign-in and role-based access.
See how the review works
02 / 05 · MANAGER REVIEW
Review one work cycle in four steps.
Set the standard
Agree on required steps, optional steps and allowed variation.
Define the work cycle
Set cycle boundaries and sequence against that standard.
Review the evidence
Separate observed steps from gaps, occlusion and timing issues.
Manager disposition
Hold judgment when evidence is incomplete. No automatic worker score.
03 / 05 · EVIDENCE REVIEW
Keep each source and its limits together.
- Work standard
- Revision, required steps and allowed variation
- Work cycle
- Start/end boundaries and process context
- Sensor sources
- Visible steps, tool/PLC events and units
- Evidence limits
- Source clocks, calibration, occlusion and missing evidence
Separate observed, inferred and missing evidence. Do not treat sources as aligned facts before checking source clocks, units, calibration and visibility. Work-standard adherence, pace and product quality stay separate.
04 / 05 · TASK-SELECTED EQUIPMENT
Choose only the equipment this task needs.
Vision, Core and Fusion are planned package areas. Compatibility, shipping contents and performance are unverified.
Vision
Vision is the proposed starting input.
Fusion
Add only task-relevant existing tool, PLC, vibration or acoustic signals.
Core
Proposed shared operating package. NVIDIA Jetson Orin Nano is an evaluation candidate, not a verified or released specification.
Optional display
A manager tablet is optional; supported clients are unverified.
05 / 05 · PROPOSED CUSTOMER HANDOFF
Define the handoff with the customer.
A proposal for a future scope discussion, not an available software output or installation/deployment service.
- Task scope
- The recurring task and its standard revision
- Evidence trace
- Sources, observed coverage, uncertainty and gaps
- Review state
- Manager disposition and reasons for a hold, kept distinct
- Workcell plan
- Selected sensors, connections, installation and validation scope
FUTURE STAGES
More data alone does not advance the product.
- 01
Work-cycle review · not live
The first planned stage: managers compare work cycles with an agreed standard.
- 02
Product-quality judgment · later stage
Consider only after linking independent final-inspection, measurement or rework outcomes and verified defect labels.

- 03
Task automation · long-term direction
Consider only after validating task-specific success, failure, recovery, human intervention and safety.
