01
Due soon
Example: The re-evaluation date is inside the warning period you set
Approach: The operator and supervisor are reminded, and training is booked
Skills Matrix Software
Skills matrix software for manufacturing: operators, machines and certifications
The skills matrix is a spreadsheet on the supervisor's laptop or a chart on the wall, and nobody is sure it is current. Agnotic Technologies builds skills matrix software that records who is trained and signed off on each machine and process, warns before a sign-off expires and checks qualification when an operator signs on.
Operator by machine matrixSign-off recordsExpiry warningsSign-on checks
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What is skills matrix software for manufacturing?
Skills matrix software for manufacturing is a live record of which operators are trained, evaluated and signed off on which machines, processes and tasks, at what level, and until when. Agnotic Technologies builds it around your own machine list, job roles and sign-off rules, with the training record, the assessor's name and the evidence for each sign-off kept against every operator. Supervisors see qualification gaps by line and shift before they plan the rota, operators see what they are cleared to run, and the software can check qualification when someone signs on to a machine, so a spreadsheet or wall chart is no longer the only proof.
Operator by machine
How do we know which operators are certified to run which machine?
Keep one record per operator and machine that holds the skill level, the sign-off date, who signed it off and when it expires, and let the software build the matrix from those records instead of a hand-kept grid. Agnotic Technologies builds the matrix view, the operator view and a lookup at the machine, so the answer is the same wherever someone asks.
When a sign-off lapses or a refresher is due, the cell changes on its own. Supervisors filter by line, shift or machine to see who can cover a job today and who needs training next.
Skill levels
Which skill levels does the matrix use?
The level scale we start from. Your quality and training leads set the names and the rules behind each one.
| Code | Name | Typical use |
|---|---|---|
| 0 | Not trained | Cannot run the machine or task |
| 1 | In training | Runs it only with a named trainer present |
| 2 | Qualified with supervision | Runs it with a qualified operator on the line |
| 3 | Qualified | Runs it alone on any shift |
| 4 | Trainer or assessor | Trains others and signs off levels 1 to 3 |
| X | Expired or suspended | Blocked until refresher training or re-evaluation |
Sign-off flow
How does an operator get signed off on a new machine?
Each step is a recorded state, so a sign-off cannot appear in the matrix without the training and evaluation behind it.
Assign
A supervisor assigns the machine or task, and the training plan for it is attached.
Train
Classroom, online and on-the-job training are logged with dates and the trainer's name.
Evaluate
A named assessor watches the operator on the machine and records the practical check.
Sign off
The assessor signs off the level, and the matrix cell updates with the date and evidence.
Schedule
The next re-evaluation or refresher date is set from your rule for that machine.
Review
An incident, a near-miss or a process change can reopen the sign-off for a refresher.
Expiry rules
What happens when a sign-off expires or a refresher is due?
The software warns before a sign-off lapses and changes the operator's status when it does, so expiry is a rule, not a surprise. These are the cases we build for; the warning periods are yours to set.
02
Expired
Example: The re-evaluation or refresher date has passed
Approach: The cell drops to expired and the operator is no longer listed for that machine
03
Refresher triggered
Example: A near-miss, an unsafe act or a move to a different machine type
Approach: A refresher is assigned and the sign-off waits for a new evaluation
04
Process changed
Example: A new program, fixture or procedure revision on the machine
Approach: Affected operators are flagged for a briefing before their next shift on it
Operator record
What does each operator record hold?
One record per person, so every sign-off answers one search.
Person
- Name, employee ID and badge
- Role, line and shift
- Supervisor
- Languages for training material
Sign-offs
- Machine, process or task
- Level and date
- Assessor's name
- Next evaluation date
Training
- Courses and on-the-job sessions
- Trainer and date
- Test or practical results
- Certificates from outside trainers
History
- Level changes over time
- Refreshers and why they were triggered
- Machines signed on to
What do we build into skills matrix software?
Modules for the training lead, the supervisor and the operator at the machine.
Live matrix
Operators by machines, processes or tasks, filtered by line, shift or site.
Sign-off records
Levels signed by named assessors, with dates and evidence attached.
Expiry warnings
Reminders before re-evaluation dates, and status changes after them.
Sign-on check
A badge or login check at the machine, HMI or MES that confirms qualification.
Shift coverage
Who can run each machine on each shift, and where cover is thin.
Gap reports
Training needs by line, ranked by the machines with the fewest qualified operators.
Training links
Course results from your LMS and staff changes from your HR system.
Audit trail
Every level change, sign-off and override recorded with who and when.
Failure points
Why do spreadsheet skills matrices go out of date?
What we see before the matrix moves into software, and what changes.
Challenge
The grid is updated when someone remembers.
Agnotic approach
Cells change from training and sign-off records, not by hand.
Challenge
Expiry dates are not on the chart at all.
Agnotic approach
Every sign-off carries its next evaluation date and a warning period.
Challenge
Nobody can show who signed an operator off.
Agnotic approach
Each level records the assessor and the evidence.
Challenge
Each shift keeps its own copy.
Agnotic approach
One matrix for every line, shift and site.
Challenge
Qualification is checked only during audits.
Agnotic approach
The sign-on check asks the question every time a shift starts.
Evidence
What auditors and customers usually ask to see
Answered from the sign-off records, not rebuilt from a wall chart.
- Who is qualified to run a sampled machine today
- The training and evaluation behind a sampled sign-off
- Who trained or evaluated each operator, and when
- How expired qualifications are kept off the machine
- What happened after an incident involving an operator
- How new procedures reach the operators who need them
Facts and sources
Which OSHA rules require operator training records?
Machine-specific training, evaluation and authorization rules in OSHA's general industry standards, each linked to the eCFR.
OSHA's powered industrial truck standard, 29 CFR 1910.178(l)(1)(ii), says that before an employee operates a truck, other than for training, the employer must ensure the operator has successfully completed the required training.
Source: 29 CFR 1910.178(l)(1) (eCFR)Under 29 CFR 1910.178(l)(4), refresher training is required when an operator is assigned to drive a different type of truck, is involved in an accident or near-miss, or is seen operating unsafely, and each operator's performance must be evaluated at least once every three years.
Source: 29 CFR 1910.178(l)(4) (eCFR)29 CFR 1910.178(l)(6) requires the employer to certify that each operator has been trained and evaluated, and the certification must include the operator's name, the date of training, the date of evaluation and the identity of the person who trained or evaluated.
Source: 29 CFR 1910.178(l)(6) (eCFR)The lockout/tagout standard, 29 CFR 1910.147(c)(7)(iv), requires the employer to certify that employee training has been accomplished and is kept up to date, with each employee's name and dates of training, and 1910.147(c)(8) allows lockout or tagout only by the authorized employees performing the servicing or maintenance.
Source: 29 CFR 1910.147(c)(7) and (c)(8) (eCFR)For overhead and gantry cranes, 29 CFR 1910.179(b)(8) permits only designated personnel to operate a crane covered by the section.
Source: 29 CFR 1910.179(b)(8) (eCFR)
Standards
Rules and standards behind a skills matrix
29 CFR 1910.178(l)29 CFR 1910.147(c)(7)29 CFR 1910.179(b)(8)ISO 9001ISO 45001
Related builds
Where does the skills matrix connect?
Training, planning and the shop floor all read from the same sign-offs.
Safety training LMS
Course delivery and test results that feed sign-offs in the matrix.
Manufacturing execution system
Operator sign-on at the machine, checked against the matrix before work starts.
Production planning software
Shift plans that only assign jobs to operators qualified for them.
HRIS software
New starters, moves and leavers kept in step with the matrix.
Who it is for
Plants that rely on qualified operators
Sites where the wrong person on a machine is a safety or quality risk.
Machining and fabrication plants
CNC, press brake, welding and inspection sign-offs by shift.
Process and chemical plants
Operating procedures, lockout and permit roles tied to named people.
Warehouses and distribution centers
Forklift and reach truck operators with evaluation dates.
Food and packaging lines
Line, changeover and sanitation tasks by operator.
Scope
What decides the size of a skills matrix build?
We do not publish prices. These are the drivers we size on the scoping call.
Sites, lines and machines
How many columns the matrix has and who owns each one.
Sign-off rules
Levels, assessors, evidence and re-evaluation rules per machine.
Sign-on check
Whether badges, HMIs or the MES check qualification at the machine.
Training sources
Your LMS, outside trainers and on-the-job records.
HR link
Whether starters, moves and leavers sync from your HR system.
Migration
Existing matrices and training records to bring across.
Engagement
How does a skills matrix project run?
We start from the matrix you keep today, however rough it is.
1.
Scoping call
We review your current matrix, sign-off rules and how training is recorded.
Scope2.
First release for one line
A fixed-scope first release: operators, machines, levels, sign-offs and expiry warnings for one line.
Build3.
Sign-on checks and more sites
Machine sign-on checks, LMS and HR links and more lines, with support after launch.
ScaleFrequently Asked Questions
It can check qualification when the operator signs on with a badge or login at the HMI, a terminal or the MES, and refuse or flag the sign-on. Whether that check also locks the machine depends on its controls, which we review with your engineers.
No. An LMS delivers courses and records completions. The skills matrix records who is signed off on which machine and at what level, and it can take course results from your LMS as one input.
Yes. Operators can see their own sign-offs, levels and next evaluation dates on a phone, kiosk or terminal, and only supervisors and assessors can change them.
Yes. Machines and sign-off rules can be shared or set per site, and an operator who moves between sites keeps one record.
We do not publish prices. Sites, machines, sign-off rules, sign-on checks, LMS and HR links and migration decide the size, and we agree a fixed first release on the scoping call.