AI corporate upskilling and training paths

Close the exact skill gap between where someone is and where they need to be.

Eduserge maps each employee's skill gaps against their current or target role, builds a personalized training path to close them, and gives managers a clear view of who is actually ready for what comes next.

Book a walkthrough See how gap mapping works

Analytics team / Gap maps / Senior Data Analyst to Analytics Manager

Search roles, skills, paths

Skill gap bridge

Promotion path, Analytics Manager

Review cycle in 8 weeks 5 gap skills

Senior Data AnalystAnalytics Manager

Current role

Senior Data Analyst

Holds 3 of 8 target skills

Target role

Analytics Manager

8 skills in role definition

2 of 5 skills closed - 8 weeks of path remaining

Already held
Closed
In progress
Gap

Role readiness

64/ 100 skills-based

Next in path

Running a first 1:1 that goes somewhere

35 min · Internal library · Coaching and feedback

Closed by evidence

Stakeholder negotiation

Role-play review by manager

Built on data you already have

Role definitions and competency frameworks
Assessment and review results
Your LMS and content library
External certifications
Role history from HR records

Why training misses

Most programs train the catalog. The gap stays exactly where it was.

Learning budgets grow, completion dashboards turn green, and the same roles still get filled from outside because nobody inside was demonstrably ready.

How it usually goes

With Eduserge

Generic training modules get assigned to everyone, regardless of what they actually need.

Each person gets a path built only from the skills their target role requires and they do not yet hold.

Managers cannot tell who is ready for a bigger role until it is too late to prepare them.

Readiness is visible months ahead, so development starts before the vacancy, not after it.

Completion rates get tracked. Actual skill readiness usually does not.

Progress is counted in skills closed with evidence, not modules clicked through.

How Eduserge works

One loop, from role definition to readiness.

Every stage feeds the next. When a skill closes, the path shortens and the readiness score updates the same day.

Explore the platform

01Map
Eduserge compares the skills in an employee's current role, assessments and history with the definition of their target role or next assignment, and lists the exact gaps.
Output: a gap map per person, per target role
02Personalize
A training path is assembled from your existing content library, with recommended external content only where your library has nothing that teaches the skill.
Output: a sequenced path, sized in weeks
03Track
Progress moves when a skill is closed through an assessment, a work sample, a certificate or a manager sign-off. Watching a video alone never closes a gap.
Output: skill states, not completion percentages
04Report
Managers and HR see role-readiness for individuals and teams at a glance, with the evidence behind every score one click away.
Output: readiness views for managers and L&D

What the AI actually does

Precise about gaps. Deliberately silent on decisions.

The model does three specific jobs well. The fourth job, deciding who moves up, stays with the people accountable for it.

How employee data is handled

Maps skill gaps between current and target roles

Using your role definitions and assessment data, it identifies which required skills a person already holds, which are partly developed, and which are missing.

Builds and adapts personalized training paths

Paths target the specific gaps only. When an assessment shows a skill is already in place, the related modules drop out of the path automatically.

Scores role-readiness on skills actually closed

Readiness reflects evidence of closed skills weighted by how critical they are to the target role, never time spent in training.

What it does not do

Eduserge identifies gaps and recommends paths. It does not make promotion or role-assignment decisions. Those stay with managers and HR, informed by the readiness data.

The platform

Five modules. One view of who is ready for what.

Start with gap mapping and learning paths. Add readiness scoring and manager dashboards as more teams come on board.

Plans from $99 / month

Start with one team. Expand when the readiness data proves itself.

Compare plans

Who it is for

Two teams, one shared picture of readiness.

HR & L&D

Replace one-size-fits-all programs with targeted paths you can defend at budget time.

Design programs around real role gaps
Reuse the content library you already paid for
Report L&D impact as skills closed per role

See how it works for HR and L&D

People managers

Know who is ready for a stretch assignment, and what would get the rest of the team there.

See readiness for every direct report
Give each person a development path with a date on it
Walk into review conversations with evidence

See how it works for managers

Numbers that matter

Measured the way readiness actually works.

Three things every Eduserge workspace tracks, and one thing it never does.

Skill states: 4; Held, gap, in progress and closed. Every skill in every path sits in exactly one.
Evidence types: 5; Assessments, work samples, certificates, manager sign-off and peer observation.
Point readiness scale: 100; Scored from closed skills weighted by how critical each one is to the target role.
Automated promotion decisions: 0; Readiness is decision support. People decisions stay with managers and HR.

Gap-mapped training paths built from actual role requirements

Skill-tracked progress, not just module completion

Readiness-scored view of who is prepared for what comes next

Employee data

Assessment data is sensitive. We treat it that way.

Your organization owns its training and assessment data. Access follows your reporting lines, scores are explainable, and nothing is used to train models for other customers.

Read about data and security

Your data stays yours
Export or delete it on request, at any time.
Role-based access
Managers see their own reports. HR sees what policy allows.
Encrypted end to end
TLS in transit and AES-256 at rest.
Explainable scores
Every readiness score links to its evidence.