AI-native learning orchestration

TrainExl

Sumeru’s AI-native workforce training platform transforms how enterprises build and sustain operational capability — eliminating the friction tax of traditional learning.

Book a TrainExl demoSee capabilities
  • Converts any SOP or manual into multimodal, personalized learning in minutes — not days.
  • AI-powered spaced repetition and roleplay ensure knowledge sticks and skills are applied on the job.
  • Field staff get real-time, over-the-shoulder coaching on tablets and mobile — even offline.
  • Not just another LMS; a sovereign, AI-native platform that drives measurable business impact at scale.
  • SOP → module in minutes
  • Spaced repetition built in
  • Offline-ready field coaching
SOP_Forklift_Safety_v4.pdf42 pp
reading

Micro-lessons

8 × 3 min

Assessments

24 items

Flashcards

62 cards

Roleplay

5 scenarios

One upload · 4 min 12 s · zero authoring

The friction tax

Manuals go unread. Compliance windows are missed. Critical knowledge doesn’t stick. Organizations lose significant productivity to slow training creation, rapid knowledge decay and field staff working without guidance.

  1. Training takes days to build

    Days · to build one module

    HR teams spend days manually converting SOPs and manuals into learning content — so training always lags the business it is supposed to support.

    so it ships late ↓

  2. Employees forget 70% in a week

    70% · forgotten within a week

    Traditional one-and-done training decays fast. Critical knowledge doesn't stick, and the skills never reach the job where they matter.

    so nothing sticks ↓

  3. Field staff work without guidance

    Zero · guidance at the point of work

    Remote and frontline staff operate with no real-time support — especially in the zero- or low-connectivity environments where the work actually happens.

    so mistakes compound ↓

  4. Compliance and safety risk

    Risk · compliance · safety · targets

    Missed compliance windows, safety incidents and unmet performance targets follow directly from training that never lands.

Every one of these costs is paid quietly, every quarter — in rework, incidents, missed targets and the hours your best people spend re-explaining what a document already says.

How it works

Four stages run end to end — from raw documentation to reinforced, applied capability on the floor. No instructional designer required to start.

  1. STEP 01

    Ingest the SOP or manual

    Drop in the source of truth you already have — a 120-page operations manual, a safety SOP, a policy PDF, a product deck or a recorded walkthrough.

    • PDFs, DOCX, slides, spreadsheets
    • Recorded sessions and transcripts
    • Existing LMS/SCORM content

    Accepted sources

    • Operations_Manual.pdf120 pp
    • Safety_Induction.pptx48 slides
    • Line_walkthrough.mp422 min
    • Legacy_course.scormimported
  2. STEP 02

    AI decomposes it into microlearning

    TrainExl parses structure, procedure and intent — then rebuilds the document as 3–5 minute multimedia modules with objectives, checks and role tags.

    • 3–5 minute modules, not chapters
    • Objectives + knowledge checks generated
    • Role- and task-aware sequencing

    Generated modules

    4 of 18
    • Pre-start checks3:10
      objectivesknowledge check
    • Load limits & stability4:25
      objectivesknowledge check
    • Pedestrian zones3:40
      objectivesknowledge check
    • Battery & charging4:05
      objectivesknowledge check
  3. STEP 03

    Personalized multimodal delivery

    Each employee gets the version that fits them — reading, visuals, simulations, mind maps or a live conversation with an AI agent, in their own language.

    • Read, watch, simulate or converse
    • Mind maps and visual walkthroughs
    • Delivered in the learner's language

    Same module, four ways

    Read
    Watch
    Simulate
    Converse
    ENहिंमराठीESAR+30
  4. STEP 04

    Reinforcement + on-the-job coaching

    Spaced repetition schedules micro-modules against upcoming tasks and detected skill gaps, while the real-time coach guides field staff mid-task — online or off.

    • Spaced repetition tuned per learner
    • Roleplay rehearsal before it counts
    • Over-the-shoulder coaching in the field

    Scheduled against the work

    • Load limits recapgap detected

      before Tue shift

    • Pedestrian zones drillscheduled

      Thu 07:00

    • Battery handling roleplayon device

      pre-task

Manual to module: minutes. Policy change to org-wide rollout: one click.

Explore the eight capabilities →

Key capabilities

0

Each one closes a specific gap between what a document says and what an employee actually does — authoring, practice, retention, field support and measurement in a single platform.

Practice & point-of-work support

Two agents do the work a classroom never could: one rehearses the scenario before it happens, the other stands beside your technician while it does.

AI Roleplay Agent

Rehearse before it counts

Practise the conversation or the procedure against an agent that stays in character — then read a score that points at your SOP, not at a generic rubric.

Scenario · line-down escalationVoice
  • I've been waiting twenty minutes and the line is still down. What are you going to do about it?
  • I understand — let me confirm the lockout status before we restart anything.
  • Fine. But my supervisor wants it running in ten minutes.
  • I'll walk you through the isolation steps so we restart safely and on record.
Procedure adherence0
De-escalation0
Safety callouts0
  • Responds in character — irate customer, auditor, patient, supervisor
  • Voice or text, with branching consequences for every choice
  • Scored against the SOP, not against a generic rubric
  • Rehearse the hard conversation before it costs you the account

Over-the-Shoulder Real-Time Coach

Guidance at the point of work

The technician points a tablet at the job. Multimodal AI reads the equipment and the handwritten log, then answers with the next step — online or off.

offline · on device
  • Valve V-14 identified — isolation required first
  • Torque sequence: 3 → 1 → 4 → 2, 45 Nm
  • Handwritten log read — pressure entry 4.2 bar
  • Reads live visuals — equipment, panels, labels, gauges
  • Interprets handwritten notes and field logs
  • Delivers instant, step-by-step next actions
  • Runs on tablet or mobile, and keeps working offline

Every rehearsal and every coaching session is scored against your own SOP — and logged for the compliance record.

Knowledge persistence

AI-driven spaced repetition delivers timely micro-modules based on upcoming tasks and detected skill gaps, ensuring long-term retention of critical skills and SOPs.

Day 30 · one-and-done
0%
Day 30 · with spaced repetition
0%
Difference
Same content, same people — the difference is when the refresher lands.
Retention of critical SOP knowledgeOne-and-done trainingWith TrainExl spaced repetition
100%50%0%Day 0Day 1Day 7Day 14Day 30REVIEWREVIEWREVIEWUp to 70% forgotten in a weekRetention sustained

Without reinforcement, the training budget decays on the same curve the knowledge does. Spaced repetition is what turns spend into capability.

Where it lands

Anywhere procedure, safety and compliance decide the outcome — and the people doing the work are distributed, multilingual and rarely in front of a classroom.

Dashboards

Real-time visibility into training compliance, skill readiness, learner engagement and business impact — at both organizational and individual levels.

Reach & resilience

Connectivity and language are the two silent reasons enterprise training fails at the edge. TrainExl removes both as constraints.

Offline access

Zero- and low-connectivity ready

  • Battle card — LOTO isolationDownloaded
  • SOP — Changeover, Line 3Downloaded
  • Module — Confined space entryDownloaded
  • Coach model — vision + notesReady

Auto-sync when connectivity returns

  • Downloadable battle cards, SOPs and training modules for zero- or low-connectivity environments
  • Uninterrupted field operations — basements, plants, tunnels, rural routes, offshore
  • Progress, assessments and coach sessions sync automatically the moment a signal returns

Multilingual & localized learning

One module, every workforce

  • English
  • हिन्दी
  • Español
  • Français
  • العربية
  • Português
  • Deutsch
  • 中文
  • Bahasa
  • Svenska
  • 日本語
  • தமிழ்
  • and more on request

Same SOP · three deliveries

EN

v4.2 · synced

हिन्दी

v4.2 · synced

Español

v4.2 · synced

  • Training delivered in employees' preferred languages to improve comprehension and effectiveness
  • One source module, many localized deliveries — terminology and safety wording preserved
  • Roleplay and the real-time coach speak the learner's language too, not just the courseware

Why not just an LMS

An LMS stores and distributes content. TrainExl builds it, personalizes it, rehearses it, reinforces it, delivers it at the point of work and measures what it changed.

Build time

Traditional LMSDays or weeks of manual instructional design per SOP or manual.
TrainExlMinutes. The HR Assistant turns a lengthy manual into 3–5 minute multimedia modules automatically.

Retention

Traditional LMSOne-and-done courses — up to 70% forgotten within a week.
TrainExlAI-driven spaced repetition schedules micro-modules against upcoming tasks and detected skill gaps.

Field support

Traditional LMSNone. Learning stops at the browser; the job happens somewhere else.
TrainExlOver-the-shoulder real-time coaching on tablet or mobile — reading live visuals and handwritten notes, even offline.

Personalization

Traditional LMSSame slide deck and quiz for every role, every level, every language.
TrainExlMultimodal delivery — reading, visuals, simulations, mind maps or live AI conversation — in the learner's own language.

Data sovereignty

Traditional LMSContent and learner data sit in someone else's multi-tenant cloud.
TrainExlSovereign, AI-native deployment — cloud, private cloud or on-premise, with your data staying under your control.

Measurement

Traditional LMSCompletion percentages that prove attendance, not capability.
TrainExlCompliance, skill readiness, engagement and business impact — organizational and individual, in real time.

The outcome

TrainExl is judged the way the rest of the business is judged — on time, risk and capability, not on course completions.

Questions, answered

Grouped the way the buying team splits the work — 0 themes, two questions each.

Something specific to your environment?A solutions architect answers, not a ticket queue.hello@sumeruedutech.com
Content & setup

  • Anything that already documents how the work is done: SOPs, operations and maintenance manuals, policy documents, slide decks, spreadsheets, checklists, recorded walkthroughs and transcripts, plus existing courseware you have already paid for. The HR Assistant converts lengthy manuals into 3–5 minute multimedia modules automatically — you bring the source of truth, not a storyboard.

Fit with your stack

In the field

Proof

Sovereign · AI-native · At scale

Bring us one manual. We’ll show you the multimodal training module, the roleplay agent and the real-time coach your teams would get — in minutes.

Request a TrainExl demohello@sumeruedutech.com
  • · SOP → module in minutes
  • · Retention by design
  • · Works offline in the field
  • · Sovereign deployment

TrainExl: Sovereign, AI-native training that eliminates friction, accelerates compliance, and powers workforce capability and proficiency at scale.