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
Gloved hands assembling a small metal part in a fixture

02 / 05 · MANAGER REVIEW

Review one work cycle in four steps.

  1. Set the standard

    Agree on required steps, optional steps and allowed variation.

  2. Define the work cycle

    Set cycle boundaries and sequence against that standard.

  3. Review the evidence

    Separate observed steps from gaps, occlusion and timing issues.

  4. 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.

A camera and tool sensors above an empty assembly bench
  1. Vision

    Vision is the proposed starting input.

  2. Fusion

    Add only task-relevant existing tool, PLC, vibration or acoustic signals.

  3. Core

    Proposed shared operating package. NVIDIA Jetson Orin Nano is an evaluation candidate, not a verified or released specification.

  4. 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
Discuss a first workcell

FUTURE STAGES

More data alone does not advance the product.

  1. 01

    Work-cycle review · not live

    The first planned stage: managers compare work cycles with an agreed standard.

  2. 02

    Product-quality judgment · later stage

    Consider only after linking independent final-inspection, measurement or rework outcomes and verified defect labels.

    Gloved hands checking a metal part with a caliper
  3. 03

    Task automation · long-term direction

    Consider only after validating task-specific success, failure, recovery, human intervention and safety.

    A humanoid robot assembling a metal part at a workbench