Skills matrixthe grid plant managers actually want to see.
Training certificates per person are necessary but not sufficient. The plant manager wants the grid: rows of operators, columns of competencies, cell = trained / in-training / expiring / not authorised. V5 builds that grid from the same training records that drive kiosk hard-gating — so the matrix and the floor enforcement are guaranteed to agree.
The matrix isn't a wall poster — it's the gate on the kiosk.
Most plants run a "skills matrix" in a spreadsheet that nobody opens between audits. V5's lives at the centre of the floor: every job card, every signature, every changeover hits the matrix in real time. If you're not certified — right now, today — the button is greyed out. No exceptions, no overrides without an e-signed waiver.
Every cell is a live permission.
The grid is the source of truth — not the report. Promotions, demotions, re-certifications, expirations all settle here within seconds of the training record changing.
| OP \ SKILL | Dispense | Blend MX-19 | Tablet press | Coater C-3 | Visual insp | Pack line P-7 |
|---|---|---|---|---|---|---|
| S.Aoki | ● | ● | ● | ● | ● | ● |
| L.Park | ● | ● | ● | ● | ● | ● |
| D.Sosa | ● | ● | ● | ● | ||
| M.Rivera | ● | ● | ● | ● | ● | ● |
| J.Kim | ● | ● | ● | ● | ● | ● |
| T.Bauer | ● | ● | ● | ● | ● |
The wrong person can't physically start the step.
No "post-it on the screen," no "I'll just borrow Sara's badge." The kiosk checks the grid on every job-card open, every signature, every batch change.
Lapsed certs flip the cell red — automatically, no one has to remember.
Operator + supervisor notified. Refresher auto-scheduled into the training board.
Job-card warnings on the kiosk. Trainer assigned. Calendar invite sent.
Cell flips red. Kiosk gating activates. Open jobs the operator owns flag for handover.
Competency on the floor, not in a binder.
Where AI actually earns its place.
AI reads the same competency grid that gates the kiosk, so it can spot coverage risk before a shift finds out the hard way that nobody qualified is on the schedule.
- 01
Coverage-gap warning ahead of the shift
AI cross-checks the upcoming schedule against the skills matrix and flags a shift where the only operator authorised for a competency is also booked on leave or another line, giving the supervisor time to re-balance.
Catches the gap days before the shift, not when the kiosk blocks someone on the floor.
- 02
Substitute ranking
When a supervisor needs a stand-in for a competency, AI ranks the available substitutes by how recently they used the skill and how many other assignments they're carrying that shift, rather than just listing every authorised name.
- 03
Expiry-driven training suggestions
As a competency amber-flags toward its 30-day expiry, AI suggests the next available refresher slot and drafts the reminder to the operator and their supervisor.
AI never authorises an operator for a competency and never unlocks a kiosk gate — only a completed, recorded training event changes a cell's status.
Just ask V5 — it knows the product cold.
Pick a question or type your own. V5 answers grounded in how skills matrix — operator × competency grid, gated to training records | v5 ultimate actually behaves on the floor.
The rest of the platform this plugs into.
V5 isn't a bolt-on. Every module shares the same data, the same audit trail, the same operator. Pick where to look next.
MES
Operator-led execution: scan-gated dispense, step-by-step kiosk, equipment + scale integration, live yield. Built for regulated process & discrete manufacturing.
WMS
Receiving, putaway, transfers, cycle counts, picks, pack & ship — all lot-aware, bin-accurate, FEFO/FIFO-enforced and barcode-driven.
QMS
Built-in QMS: deviations, CAPA, supplier scorecards, in-process AQL, release-by-exception. Aligned with 21 CFR 211/820, ISO 13485 and 111.
Got questions, or want to see it on your shop floor?
Ask V5 — our code-aware assistant — or spin up a workspace. Both are free.