The intelligence layer
behind every learning decision.

Skillar connects people, skills, content, goals, and performance to determine what should happen next for every learner and every organization.

Learning doesn't happen in isolation.

Every employee carries signals that normally sit in different systems: the requirements of their role, their HRMS record, the roadmaps they have worked through, and the result of every assessment they have taken. Skillar keeps them in one place.

Four systems' worth of context, in one place

Illustrative example
SkillarSkill mapPeople412 rolesSkills1,240 skillsRoadmaps382 activeAssessmentsScored per conceptCertificates96 expiringDocuments480 SOPs and policiesComplianceAudit trail

Hover a signal to trace where it feeds

HRMS profile
People
412 roles
Role requirements
Skills
1,240 skills
Roadmap progress
Roadmaps
382 active
Assessment results
Assessments
Scored per concept
Certification status
Certificates
96 expiring
Your source material
Documents
480 SOPs and policies
Acknowledgements
Compliance
Audit trail

All those signals become one living model.

Instead of a spreadsheet and a static course catalogue, Skillar keeps one current map of who is certified, who is mid-roadmap, and whose assessment falls due next. Every completed assessment updates it.

What the map holdsIllustrative example
People and skills
1,240 mapped skills
Roles and requirements
412 role profiles
What the map answers
Who is certified, who is due, who is short

First, understand the learner.

Skillar builds a picture of what each person has been assessed on, which concepts came back below mastery, and which of their certifications is closest to expiry.

Learner skill profile
Updated after the 14 March assessment
Illustrative example
Machine guarding and lockout/tagout
92% certified
Hazardous materials handling
84% roadmap in progress
Confined space entry permits
48% below mastery

Then find the gaps that matter.

Not every gap carries the same risk. Skillar separates the concepts an auditor or a shift supervisor would ask about from the ones that can wait for the next cycle.

Confined space entry permits
statutoryIllustrative example
Average assessed score48% of 100%
Mastery threshold: 85%37 points short

142 operators across three shifts. Their permit-to-work certification comes up for renewal in Q4.

Not every gap matters equally.

Skillar ranks each flagged concept by how many people it affects, which roles are accountable for it, and how close the related certification is to expiry.

High priority9.4

Confined space entry

Statutory requirement. 142 operators below threshold, permits due for renewal in Q4.

Revision roadmap issued now
Medium priority6.2

Deviation reporting

28 quality analysts below threshold on root-cause write-ups. No expiry pressure yet.

Scheduled for the next cycle
Low priority2.1

Presentation skills

No regulatory exposure and no certification attached. Useful, not urgent.

Left in the self-serve library

The same goal can require a different path.

Two people can hold the same role and the same annual certification target and still need entirely different revision roadmaps, because their assessments came back different.

Sarah Chen

Branch Operations Manager · Andheri
Roadmap AIllustrative example
Shared target: Annual AML recertification
Below mastery · Customer due diligence thresholds
  1. Revision steps on CDD thresholds and PEP screening
  2. Re-assessment, then certificate reissued

James Park

Branch Operations Manager · Whitefield
Roadmap BIllustrative example
Shared target: Annual AML recertification
Below mastery · Sanctions hit escalation
  1. Revision steps on escalation and STR filing
  2. Re-assessment, then certificate reissued

When the learning doesn't exist, create it.

Authoring isn't a separate AI tool. It is downstream of assessment.

Instead of a course-build cycle measured in quarters, Skillar drafts the roadmap, milestones, steps and quizzes, from the documents you already have, and routes it to a reviewer before anyone sees it.

How a roadmap gets builtIllustrative example
  1. 1
    Gap flagged
    Sanctions escalation below mastery for 26 people
  2. 2
    Milestones
    Drawn from the skills the role is accountable for
  3. 3
    Source material
    Your AML policy, SOPs and circulars
  4. 4
    Draft generated
    Text steps, video, images and a quiz per milestone
  5. 5
    Review and publish
    Compliance officer approves, then it auto-enrolls

Learning doesn't end when the lesson does.

A certificate is a date, not a finish line. Assessments come round again on a schedule, and each round shows where mastery has slipped since the last one.

  1. 1 of 5AssessThe scheduled assessment runs
  2. 2 of 5PinpointBKT flags concepts below mastery
  3. 3 of 5ReviseA roadmap covering only those
  4. 4 of 5Re-assessConfirm the gap has closed
  5. 5 of 5CertifyCertificate issued, expiry tracked

The output isn't completion.
It's capability.

A traditional LMS reports who finished the course. Skillar reports who passed the assessment, who is certified, and whose certificate expires next quarter.

Stage 1
Activity
Clicks and view time
Stage 2
Knowledge
Quiz recall
Stage 3
Skill
Applied practice steps
Stage 4
Capability
Re-assessed, then certified

Every cycle starts where the last one ended.

Eight steps in one system, not eight tools stitched together with spreadsheets.

  1. 1Understand
  2. 2Identify
  3. 3Prioritize
  4. 4Personalize
  5. 5Create
  6. 6Learn
  7. 7Measure
  8. 8Re-assess

One learner becomes organizational intelligence.

The same assessment results roll up four ways: a person's own skill profile, a manager's team heatmap, an HR skill inventory by role, and a compliance dashboard the auditor can be shown.

What each level seesIllustrative example
Individual
Skill scores, the current roadmap, and certificate status
Team
A skill heatmap across direct reports, plus readiness scores
Department
Skill inventory by role, and which certifications expire next
Organization
Compliance dashboards and one-click audit-ready reports

The fundamental shift.

Traditional LMS

Starts with content.

Buys a video catalogue and leaves people to navigate it.

Adaptive platforms

Start with the learner.

Adjusts playback speed and quiz questions based on clicks.

Skillar

Starts with the assessment.

Assesses what people can actually do, pinpoints the concepts below mastery, and builds the revision roadmap from your own documents.