Walt — Simple Man Takeaway
A machine can be perfect and still fail in a bad neighborhood. Look upstream and downstream before you blame the station.
A station can be healthy and still fail if the neighborhood around it is out of balance.
H.M.M.M.A.A.I.™ Investigation Lens
Human · Method · Material · Machine · Atmosphere · AI
People and support
Training, fatigue, handoff, role fit, communication, pressure, and whether the system supports the person properly.
How the work is done
Setup, recipe, changeover, inspection, cleaning, adjustment, standard work, and actual practice.
What the machine is asked to run
Product, lot, supplier, thickness, stiffness, moisture, ink, adhesive, tape, cardboard, film, and surface behavior.
Capability and condition
Wear, alignment, tooling, controls, sensors, drives, motion, utilities, and whether the equipment can still perform the required work.
The process world
Temperature, humidity, dust, static, airflow, lighting, vibration, washdown, storage, and surrounding conditions.
Information and automation
Inputs, context, prompts, data quality, integrations, outputs, human verification, and whether AI was used responsibly.
First Checks
Additional checks
- Check conveyor speed staging and transfer timing.
- Check upstream jam, downstream blockage, blocked sensor, or accumulation full signal.
- Check whether a machine-to-machine handshake changed timing.
- Check whether speed changes, recipe changes, or staffing changes altered the balance.
R.E.A.L. Questions
- Is the station failing, starving, or being overwhelmed?
- Who owns the timing: upstream, station, downstream, or operator method?
- Does the issue appear only at full speed, during changeover, or after a downstream stop?
- Is the visible fault station actually the first bad movement?
Recipe / Health Log
Everything is a recipe. Capture the conditions when the process runs good, bad, and in the unstable middle.
People and setup
Shift, operator/team, setup method, changeover notes, inspection method, adjustment values, cleaning, loading, and workarounds.
Lot and equipment
SKU, lot code, supplier, machine settings, tooling, speed, guides, sensors, pressure, temperature, timing, and machine condition.
Conditions and result
Humidity, moisture, temperature, dust, static, storage, quality result, reject rate, corrective action, and whether the condition improved.
Common Mistakes
- Blaming the visible station instead of the first line-balance failure.
- Ignoring upstream spacing and downstream backpressure.
- Changing station settings to hide a flow problem.
- Not checking handshake ownership and timing.
Reverse-Trace / Ghost Busting™ Decision
when a stable, visible logic condition is blocking the machine and a qualified person can go online with the live PLC program in RUN mode.
when the failure is intermittent, self-clearing, timing-based, signal-based, lot-based, or disappears before a human can preserve the evidence.
Walt says STOP! - Safety First
Make these checks prior to proceeding.
Stop and follow site procedures when motion, stored energy, pinch points, hot surfaces, adhesives, cutting tools, moving web/film, conveyors, or lockout/tagout requirements are involved. Do not bypass guards, safeties, interlocks, or qualified-person requirements to inspect a product/material issue.
Do not let troubleshooting create a new hazard.