Demo contentIllustrative record — no real organizations, statistics or outcomes.
Internal mobility
Internal Talent Marketplace
A unified marketplace surfaces opportunities with personalized recommendations.
The problem
Fragmented systems hide mentors, projects, and roles from employees seeking growth.
The opportunity
Less time on lookup. A person still owns anything that affects someone's job.
What the solution does
A unified marketplace surfaces opportunities with personalized recommendations.
How it works
Skills graphs and preference signals rank roles, gigs, and mentoring matches in one portal.
Who uses it
- Employees
- Career coaches
- Talent marketplace owners
Data required
- Relevant HRIS / ATS records
- Role or policy context
- Access and consent rules
AI / technology patterns
- Recommendation
- Semantic search
- Agents
Reported impact
No independently reported impact recorded for this item yet.
Impact categories
- Experience
- Productivity
Limitations and risks
Stale data, inherited bias, and privacy rules. Name a human who is accountable for career-affecting answers.
What implementation requires
Start with one process. Agree how you will score it. Involve legal and HR before you scale. Track whether people use it, not only whether the model is accurate.
Updated 2026-08-09