Skill Value Engine · India
Every skill gap.
Priced in rupees.
Know which skill to fix first — and what it's worth.
01
What skills do we need to compete?
02
Where's the biggest gap?
03
Where should the budget go?
04
Did it actually work?
The problem
Three questions.
Nobody can answer with a straight face.
“Did last year's training budget improve performance?
“Which employees are actually ready for their next role?
“Exactly where is the skill gap costing us money?
Why nobody can answer them
✕Skills and budget get picked by opinion, not evidence
✕One-size-fits-all training for every role
✕Success = "completed," not "improved"
The scale of the problem
NO ROI TRACKING
₹17,000Cr
spent every year on L&D in India. None of it tied back to a business result.
NO BASELINE
0%
of employees are benchmarked before training starts — so there's no way to prove it worked.
DISENGAGED LEARNERS
Generic
content, same for every role. Not personalised to the company or the gap, so learners tune out before it sticks.
From gut feel, no baseline, generic content.→To rupee-backed decisions, benchmarked and personalised.
How it works
Measure. Value. Learn. Prove.
One loop, closed. Not four separate tools.
01 — MEASURE
Find the gap
Per role, per person, vs. the market.
→02 — VALUE
Price the gap
Every skill, in rupees.
→03 — LEARN
Close the gap
Your content, ours, or both — sequenced for one person.
→04 — PROVE
Prove it worked
Every rupee spent, tracked to a result.
Our innovation
The Skill Value Engine.
Nobody else has this layer.
Input 01
India labour market data
+
Input 02
Enterprise workforce data
Input 03
India skills ontology
+
Input 04
ISB research
↓
Proprietary
Skill Value Engine
↓
Workforce investment intelligence
Personalised learning pathways
Measured business impact
INPUT DATA
India Labour Market Data
20 million+ jobs tracked across Indian industries. Real wage signals, demand patterns, and skill requirements updated every week. Nobody has India-specific labour data at this depth.
The AI layer
Atlas Professor — Your team's AI coach
Conversational intelligence grounded in your org's work. Atlas Professor learns from your playbooks, your data, your context — not generic models. Safe, current, and available any time a learner needs a mentor.
The platform
Three questions. One engine.
Where to invest. How to close it. Whether it worked. All powered by the Skill Value Engine + Atlas Professor.
Measures & prices
Atlas Skills Intelligence
"Where should I invest in learning?"
- Baseline assessments & skill profiling
- Role benchmarking & fluency scoring
- Skill passports & gap analysis
Powered by: India labour market data + your workforce data + 53K skills ontology
Explore Atlas Skills Intelligence →Personalizes & coaches
Atlas Learning
"How do we close the gap?"
- Pathways & Atlas immersive learning
- Coached, guided, or self-paced modes
- Atlas Professor mentors in real-time
Powered by: Skills Intelligence gaps + ISB research + Atlas Professor
Explore Atlas Learning →Tracks & proves
Atlas Insights
"Is our investment working?"
- Manager dashboards & team progress
- Gap closure & learning velocity
- ROI attribution to business metrics
Powered by: Learning completions + proficiency gains + business outcomes
Explore Atlas Insights →Why Learning Pathways
Everyone asks "what course?"
We ask "which investment?"
Built on years of research, not months of prompting.
The loop no one else closes
Gap → investment → impact. Measured.
L&D finally gets a financial answer.
Everyone says "skill gap." Few of them price it.
Others
- Skill gaps flagged, not priced — no rupee number attached to the fix
- Content recommended from a generic catalog, not the measured gap
- One taxonomy, built for a different labour market, retrofitted to Indian roles
- Success reported as completions, not capability gained
Learning Pathways
- Every gap priced in rupees, ranked by what closing it is worth
- Content sequenced from the measured gap first, catalog second
- Ontology built for Indian roles and wages from day one
- Success reported as proficiency gained and business impact moved
Capability comparison
| Capability | LXPs | Global | Pathways |
|---|---|---|---|
| India skill ontology | ✗ | ✗ | ✓ |
| ₹ value of skill gap | ✗ | ✗ | ✓ |
| Gap vs benchmark | ◐ | ◐ | ✓ |
| ROI attribution | ✗ | ✗ | ✓ |
| Investment priority | ✗ | ✗ | ✓ |
| Conversational AI coach | ✗ | ◐ | ✓ |
| Academic research base | ✗ | ✗ | ✓ |
| Impact measurement | ✗ | ✗ | ✓ |
✓ full support · ◐ partial support · ✗ not supported
For every learner
Your pathway is yours. Not what everyone else gets.
Every learner sees a path tailored to their actual gap, their role, their proficiency level. Taught from real work. Coached by Atlas Professor. Paced to their speed — guided, coached, or fully self-paced.
- →Not a generic course for your role. A pathway for your gap.
- →Your playbooks, your context, your growth — not a textbook example.
- →Proof: skill passport shows what you've closed. Not just completion badges.
What measured impact looks like
Business results, not just completions.
Every gap closed is tracked back to what it moves — team metrics, readiness, revenue.
CONSULTING BU
+6 pts CSAT
After closing stakeholder management gap in 8-week pathway. Tracked in Insights.
IT SERVICES
+12% internal
promotions
promotions
Teams that closed readiness gaps moved into higher roles within 6 months.
EVERY ORG
₹ ROI clear
Cost per pathway learner vs. value of gap closed. Ranked by priority. Your CFO gets a number.
Works with what you already have
One more login? No.
Pathways sits on top of your content stack. It doesn't replace it.
in
LinkedIn Learning
Content
U
Udemy Business
Content
Co
Coursera
Content
LMS
Internal LMS
Sync
HR
HRIS / Workday
Org data
FAQ
Questions we get on every call.
What's the difference between Pathways and an LXP like Cornerstone or Docebo?
An LXP delivers and tracks content. It doesn't tell you which skill to fix first or what closing it is worth. Pathways sits above your LXP: it measures the gap, prices it in rupees, then routes to your existing content — or ours — to close it. You don't replace your LXP. You finally get a reason for what it assigns.
Our HRIS already shows a skills view — why pay for another layer?
Most HRIS skills views are self-reported or inferred from job titles — an employee checks a box, or the system guesses from their role. Pathways builds each skill passport from a structured baseline assessment, benchmarked against the actual role and the Indian labour market, not a global default. It reads from your HRIS and writes back into it — it doesn't ask you to abandon it.
How is a skill gap actually "priced" in rupees?
Every skill is ranked by occupation, industry, org, proficiency level, and market demand — not every gap matters equally, and the Skill Value Engine ranks them by what closing each one is actually worth, so budget goes to the highest-value gap first instead of the loudest request.
Is this just another AI chatbot bolted onto a course catalog?
No — retrieval over generation. Every number the platform shows is retrieved from a measured skill passport, not generated on the fly. Atlas Professor coaches inside that same structure, grounded in your own work and your org's playbooks, not a generic model improvising an answer.
What's the research basis, beyond "trust us"?
The Skill Value Engine is built on India's largest skills ontology plus years of ISB and UCLA research from the founding team — peer-reviewed economics, not prompt engineering. See the Team page for the specific research background.
Do we have to switch off LinkedIn Learning, Udemy, or Coursera to use this?
No. Pathways sits on top of your content stack and sequences from it — LinkedIn Learning, Udemy Business, Coursera, or your internal LMS — and fills in with Atlas-built immersive courses only where off-the-shelf content doesn't cover the gap.
Book a demo
See your skill gaps.
Priced in rupees.
We pre-load your demo with your real benchmark data.
No sales call first. No NDA required. See the data, then decide.
Enterprise-grade security
ISB & UCLA research
Data stays yours