COMPONENT 05 · WORKFORCE INTELLIGENCE
Capability across
cohorts, regions,
pathways.
The credential layer doesn't sit dormant. Workforce Intelligence aggregates every assessed cohort into a live planning surface — readiness tracking, program impact, donor-grade reporting, skills-gap heat-maps. The data ministries and enterprises have always needed and never had.
Built for ministries · large enterprises · donor programs · multi-institution operators
Workforce overview · Rwanda
National cohort · April 2026 · 6 tracks
1,427
1,041
73
6
Cohort readiness by track
Last 30 days
THE PROBLEM IT SOLVES
National skilling programs report attendance. Donors want capability.
Most workforce programs can prove their cohort showed up — not that they can do the work.
Skills data is scattered across LMSs, attendance trackers, and one-off surveys that never compound.
Donors and treasuries fund what they can measure. Without verified capability, programs lose continuity.
Workforce Intelligence turns the credential layer into a planning surface — for ministers briefing a cabinet, donors needing impact reporting, and enterprises planning the next reskill.
HOW IT WORKS
Aggregate → Track → Plan → Report.
Four surfaces ministry teams, donor program officers, and enterprise L&D leaders actually open.
One screen for the country.
Every assessed cohort feeds the national dashboard. Ministers see assessed, passed, placed, and active pathways at a glance — with trust-tier rollups and live placement data from employer partners.
- Aggregate-by-default — no individual data unless consented
- Employer placement data live where partner integrations exist
Workforce overview · Rwanda
National cohort · April 2026 · 6 tracks
1,427
1,041
73
6
Cohort readiness by track
Last 30 days
Where the cohort is strong. Where it's thin.
Each pathway gets its own readiness view — pass rate by capability, signal-layer averages, regional distribution. Program officers see exactly where the next investment lands before they brief the funder.
- Pass rate × capability × region × time; drill track → competency → slice
- Skills-gap heat-map flags where supply lags demand
AI Eng
84%
Cloud
72%
DevOps
78%
Cyber
65%
Aggregates are built from real profiles.
Every aggregate ties back to real Capability Profiles. Auditors, employers (with consent), and program partners can trace from the national chart down to the underlying credentials.
- Aggregate → Pathway → Cohort → Profile drill path
- Consent gates enforced at every step, trust tier visible throughout
Amina K.
Capability Profile · Agentic DevOps
73
Capability score
4
Domains
12
Slices passed
COMPETENCY BREAKDOWN
Donor-grade reporting in a click.
Quarterly impact reports, inclusion breakdowns, and longitudinal placement data export as PDF or via API into the funder's stack — in formats World Bank, AfDB, Mastercard Foundation, and GIZ evaluators recognise.
- Pre-built quarterly impact report (PDF) plus API export for funder dashboards
- Inclusion breakdowns (gender, refugee, disability) when consented
Quarterly impact report · Q2 2026
MICT Rwanda · National Digital Talent Strategy
Assessed
1,427
+38% vs Q1
Women placed
42%
of total placements
Capability coverage
WHO USES IT
One intelligence surface. Three decisions it changes.
Ministries
Real-time national capability dashboards. Brief the cabinet with data, not survey screenshots. Sovereign deployment available.
Donor programs
Quarterly impact reports your program officers don't have to assemble from spreadsheets. Aligned to funder evaluation frameworks.
Large enterprises
Workforce gap heat-maps, mobility planning, reskilling prioritisation — on one signal that compounds across hiring, mobility, and L&D.
GET STARTED
Pilot the dashboard with one program.
Most deployments start with one pathway or one funded program. Once Ascend is generating the signal, expansion across the rest of the workforce surface is composable.