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WORKFORCE TRAINING & SKILL ASSESSMENT

Workforce Training & Skill Assessment AI for a Production-Ready Workforce

Jidoka's NAGARE AI trains operators at the station and scores skill from the work itself, on the cameras you already have. No classroom-to-floor gap, no mentor bottlenecks, no subjective sign-offs, just operators who reach standard faster and stay there.

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Trusted by industry leaders for Rapid worker upskilling

EL PROBLEMA

El control de calidad manual está perjudicando su reputación y sus resultados

Altas tasas de escape de defectos
Provocan quejas de los clientes y costosas retiradas de productos
Altas tasas de escape de defectos
Provocan quejas de los clientes y costosas retiradas de productos
Altas tasas de escape de defectos
Provocan quejas de los clientes y costosas retiradas de productos
Altas tasas de escape de defectos
Provocan quejas de los clientes y costosas retiradas de productos
EL PROBLEMA

Slow, Subjective Training is a Capacity Leak Waiting to Happen.

Every open headcount and every green operator costs output until competency arrives. Training that depends on who is free to mentor, and sign-offs that depend on opinion, make that wait longer than it has to be.

Onboarding Crawls

New hires wait on mentor availability and shadow shifts. Time-to-competency stretches from weeks into months.

Sign-Offs Run on Opinion

Skill is certified by whoever watched that day. Two assessors, two verdicts, no evidence behind either.

Skills Fade Silently

Competency is checked once, then assumed forever. Drift shows up as scrap before it shows up in any record.
La solución

Mejore la formación con análisis de rendimiento
y comentarios basados en inteligencia artificial

Our closed-loop system, NAGARE™, uses real-time video analytics to guide operators as they learn, score skill from actual work, and keep the whole workforce's competency current.

  • Step-by-step guidance at the point of work, from day one
  • Instant feedback the moment a step goes wrong
  • Self-paced learning without waiting on a mentor
  • Teaches the same standard at every station, every shift
80%
improvement in training effectiveness
Instant
feedback at the station
  • Tracks accuracy, speed, and sequence on every cycle
  • Automated scorecards per operator and per skill
  • Objective, standardized criteria replace opinion
  • Data-validated proof of competency behind every sign-off
100%
assessment digitization
Objective
skill scoring, zero opinion
  • Live skills matrix fed by real performance, not annual reviews
  • Flags skill fade before it reaches quality
  • Updates each operator's skill record automatically after every shift
  • Protects worker privacy throughout
Live
skills matrix, always current
Zero
manual assessments

Train on the Line, Not in a Classroom

  • Step-by-step guidance at the point of work, from day one
  • Instant feedback the moment a step goes wrong
  • Self-paced learning without waiting on a mentor
  • Teaches the same standard at every station, every shift
80%
improvement in training effectiveness
Instant
feedback at the station

Score Skill From the Work Itself

  • Tracks accuracy, speed, and sequence on every cycle
  • Automated scorecards per operator and per skill
  • Objective, standardized criteria replace opinion
  • Data-validated proof of competency behind every sign-off
100%
assessment digitization
Objective
skill scoring, zero opinion

Keep the Whole Skills Matrix Current

  • Live skills matrix fed by real performance, not annual reviews
  • Flags skill fade before it reaches quality
  • Updates each operator's skill record automatically after every shift
  • Protects worker privacy throughout
Live
skills matrix, always current
Zero
manual assessments
USE CASES

Training & Skill Applications We Automate

NAGARE makes the operators you can hire productive faster — on the cameras you already own, no new hardware, no line stoppage.
Operator Skill Assessment & Scoring
High Demand
Scores every operator from real work on the line — objective, continuous, and comparable across shifts.

See it running on your line

Tell our engineers which skills you assess today and they will walk you through implementation, timelines and cost for your line.

Learn More - Talk to our expert
New-Operator Onboarding Tracking
Tracks each new hire’s progress to standard, step by step, from day one.

See it running on your line

Tell our engineers how onboarding runs today and they will walk you through implementation, timelines and cost for your line.

Learn More - Talk to our expert
Motion-Accuracy Training Feedback
Coaches precise motions with instant feedback as the operator works.

See it running on your line

Tell our engineers which motions matter most and they will walk you through implementation, timelines and cost for your line.

Learn More - Talk to our expert
Real-Time Performance Feedback
Tells operators how they are doing while it still helps — not at the annual review.

See it running on your line

Tell our engineers how feedback reaches operators today and they will walk you through implementation, timelines and cost for your line.

Learn More - Talk to our expert
Error-Pattern Coaching
Spots each operator’s recurring errors and targets coaching exactly there.

See it running on your line

Tell our engineers where errors repeat today and they will walk you through implementation, timelines and cost for your line.

Learn More - Talk to our expert
Deployment

Live on Your Line, Not in a Six-Month Pilot

Operator training runs on the cameras you already have at your stations — no pilot line, no new hardware to install. We've mapped this deployment before, which is what makes it fast now.

STEP 01
Line audit & camera mapping

We walk your stations, confirm camera coverage, and scope the skills and steps to assess.

STEP 02
Model training on your standard work

The model trains on your actual steps, stations, and best-practice cycles — not a generic action library.

STEP 03
Go live, verified

Assessment runs alongside your current sign-offs first, then is confirmed accurate before your matrix depends on it.

Connect With Us

Bring your longest onboarding and your scarcest skill. We will scope a pilot on your line.

Get In Touch ↗
80%
Improvement in training effectiveness
100%
Assessment digitization
Objective
Skill scoring, zero opinion
Live
Skills-matrix visibility

Comparison

What Changes When You Add NAGARE

Assessment moves from opinion at sign-off to evidence from every cycle — and every operator’s development carries a video-backed record behind it.
Dimension
Manual methods
Traditional machine vision
Jidoka · NAGARE

When skill gaps are caught

At the annual review, or in the scrap bin

At test stations, off the line

On the line, every cycle

What it sees

Whatever the assessor remembers

Test results, not real work

Real work and operator actions

New skill or station setup

Shadowing, weeks

New test rigs, weeks

New skills configured in minutes

Hardware

Clipboards and sign-off sheets

Test rigs and simulators

Runs on your existing cameras

Traceability

Paper matrices, updated yearly

Test scores, point in time

Video-backed record per operator

Competency confidence

Hope

As of the last test

Continuous, every cycle, every shift

éxito de los clientes

See Computer Vision for Workforce Upskilling in Action

Discover how industry leaders build production-ready teams with Jidoka's AI vision systems.

Cómo Britannia automatizó la inspección en línea de galletas con Jidoka
FMCG

Inspección de galletas a alta velocidad con control de calidad automatizado:

  • Precisión cercana al 100% con más de 12 000 galletas por minuto
  • Rechazo automático preciso de galletas defectuosas
  • Adaptado a las líneas de producción existentes
Cómo Diageo logró la precisión del etiquetado durante el proceso con Jidoka
FMCG

Inspección de botellas etiquetadas con sistema de visión artificial y hardware modular:

  • Automatización completa de la inspección de etiquetas a más de 300 botellas/minuto
  • Garantiza la precisión del texto, la orientación y la calidad de las etiquetas
  • Automatiza el control de calidad de final de línea y los estándares consistentes

Preguntas frecuentes

What is AI-based operator skill assessment?

It scores operator skill from the work itself. Camera-based AI watches real cycles on the line and measures accuracy, speed, and sequence against the standard, so competency is proven by observed performance rather than a written test or an assessor's opinion.

How is this different from a skills matrix or an LMS?

A skills matrix records what someone decided about an operator, and an LMS records which courses they completed. Neither verifies what happens on the line. NAGARE feeds the matrix from observed work, so skill levels reflect current, real performance instead of last year's sign-off.

How does AI reduce time to competency?

New operators learn on the line with step-by-step guidance and instant correction, without waiting for a mentor to be free. Errors are fixed the moment they happen, coaching targets each operator's actual skill gaps, and Jidoka deployments have measured an 80% improvement in training effectiveness.

Can it assess experienced operators without feeling like surveillance?

Yes. The system assesses the process, not the person: the same objective criteria apply to everyone, scoring is standardized rather than opinion-based, and worker privacy is protected throughout. Operators get fair, data-backed development instead of one supervisor's impression.

How does error-pattern coaching work?

NAGARE analyses every cycle an operator runs and identifies the steps where their errors repeat. Supervisors see a per-operator picture of recurring mistakes, so coaching targets the exact step or motion that needs correcting instead of repeating generic refresher sessions for everyone.

Does it replace human trainers?

No. It removes the repetitive load from trainers, the shadowing, the checking, the paperwork, so they spend their time on high-value coaching. The system handles monitoring, error detection, and feedback around the clock.

CONÉCTESE CON NUESTROS EXPERTOS

Maximice la calidad y la productividad con nuestro sistema de inspección visual para fabricación y logística.

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