Demo contentIllustrative record — no real organizations, statistics or outcomes.
Internal mobility
Gig Marketplace Matching
Marketplace recommendations match employees to gig and project opportunities.
The problem
Short-term project staffing relies on manager networks rather than enterprise-wide visibility.
The opportunity
Less time on lookup. A person still owns anything that affects someone's job.
What the solution does
Marketplace recommendations match employees to gig and project opportunities.
How it works
Skills and availability signals rank project openings for interested employees.
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
- Embeddings
Reported impact
No independently reported impact recorded for this item yet.
Impact categories
- Productivity
- Experience
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