AI-native learning orchestration

TrainExl

Sumeru’s AI-native workforce training platform transforms how enterprises build and sustain operational capability. Turn the manual nobody reads into training that sticks. TrainExl converts any SOP or manual into multimodal, personalized learning in minutes, not days. It makes knowledge stick with AI-powered spaced repetition and roleplay, and gives field staff real-time, over-the-shoulder coaching on tablets and mobile, even offline.

The friction tax

Enterprise training breaks under scale.

Manuals go unread. Compliance windows are missed. Critical knowledge doesn’t stick. 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.

  • AI Powered Multimodal Learning

    Delivers personalized learning through reading, visuals, simulations, mind maps and real-time conversations with an AI agent, to match how each person learns best.

  • HR Assistant

    Automatically turns lengthy manuals into 3–5 minute multimedia modules, auto-updates content from policy changes and enables one-click org-wide training rollout.

  • 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.

  • Offline Access

    Downloadable battle cards, SOPs and training modules for zero- or low-connectivity environments, enabling uninterrupted field operations.

  • Multilingual & Localized Learning

    Training delivered in employees’ preferred languages to improve comprehension and effectiveness across a diverse workforce.

  • Sovereign Deployment

    Sovereign, AI-native deployment: cloud, private cloud or on-premise, with your documents, learner data and model interactions staying under your control.

How it works

One document in. A trained, coached workforce out.

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

  1. SOP or Manual Ingested
  2. Microlearning Modules
  3. Multimodal Delivery
  4. Reinforcement + Coaching
  5. Readiness Dashboards

Step I · SOP to module

3–5 minute modules, not chapters.

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

This uses an illustrative forklift-safety SOP purely to show the mechanism. Your own SOPs and manuals replace it entirely.

Illustrative example · Forklift safety SOP

SOP-to-Module Walkthrough

One uploaded SOP, decomposed into micro-lessons, flashcards and assessments. Objectives and knowledge checks are generated for every module, with zero authoring.

SOP_Forklift_Safety_v4.pdf

Generated modules

8 × 3 min

Select a module to play it.

One upload · zero authoring

Step II · Roleplay & coaching

Practise against an AI agent, scored against your own SOP.

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. On the job, the Over-the-Shoulder Real-Time Coach reads live visuals and handwritten notes, then answers with the next step, online or off.

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

Illustrative example · Line-down escalation

Roleplay & Coach Walkthrough

An employee handles an escalation in character, is scored on procedure adherence, de-escalation and safety callouts, then is coached through the isolation steps on a tablet.

Scenario · line-down escalation

AI Roleplay Agent

Rehearse before it counts

    Scored against the SOP

    Learner report · Illustrative example

    What the employee sees.

    Verified proficiency per skill and per SOP, drawn from assessments, roleplay scores and coach interventions, plus the micro-modules spaced repetition schedules next.

    Illustrative example

    Priya S. · Forklift Operator, Plant A

    Forklift Safety SOP program · Session completed 2 days ago

    8.6

    Overall Skill Readiness / 10

    8 / 8

    Micro-lessons Completed

    3

    Roleplay Attempts

    Enterprise dashboard · Illustrative example

    What the enterprise sees.

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

    Illustrative example

    Forklift Safety SOP · Workforce readiness

    386 employees enrolled · Rollout week 2 of 4

    Live
    Training Compliance
    94%
    Assessments Completed
    82%
    Average Skill Readiness
    7.9
    Sites Tracked
    4
    Forklift Safety SOP · Workforce readiness by site (illustrative example)
    Plant A11896%8.7
    Plant B9688%8.1
    Field North11272%7.4
    Depot 46064%7.1
    Strongest · Procedure Adherence
    8.9
    Weakest · De-escalation
    7.2

    Get started

    Set up a program in one form.

    Everything TrainExl needs to build a training, roleplay and assessment program for your team, from the SOPs and manuals you already have.

    Submitting sends these details straight to the TrainExl team.

    What are you creating?

    Select one or both: each is set up as its own program.

    The SOP, manual, policy PDF, slide deck, spreadsheet or recorded walkthrough the program should be built from.

    Key assessment attributes

    Assessment attributes can be generated from your uploaded source material. Edit any label, description or weight, or add your own.

    Total Weight: 100%

    These editable attributes define the scoring criteria used in roleplay, assessments and learner reports.

    A CSV or spreadsheet of the employees to enrol: name, role and site.

    Or email these details directly to hello@sumeruedutech.com.

    Files can’t be uploaded here. Once your request is in, one click opens an email with these details so you can attach your source material and employee list.

    Deployment

    Live in days, not quarters.

    1. Step 1

      Workspace & Content Ingestion

      A first workspace runs against your own SOPs, manuals, policies and recordings, synced with the people, roles and org structure in your HRIS.

    2. Step 2

      Modules Generated

      Each SOP or manual becomes 3–5 minute multimodal, personalized modules in minutes once the platform is connected.

    3. Step 3

      First Function or Site Live

      Rollout is phased: one function or site first, with battle cards, SOPs and modules downloadable for offline field work.

    4. Step 4

      Org-wide Rollout & Dashboards

      Once the content library and dashboards are proven, roll out org-wide; compliance, readiness, engagement and impact report in real time.

    The outcome

    Measurable business impact at scale.

    • Build time

      Minutes

      to convert an SOP into a training module, not days. Policy change to org-wide rollout: one click.

    • Deployment

      Sovereign

      AI-native platform: your data stays yours. Deployable in your cloud, a private tenancy or on your own infrastructure.

    For an enterprise enquiry (workforce size, sites and rollout timeline), use our enquiry form or write to hello@sumeruedutech.com.

    Ready to get started?

    Turn your SOPs into a workforce that performs.

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

    Book a TrainExl demoTalk to us