One record. Every way of working with AI.
Stand out with proof.
Apply with more than a CV.
Turn real work into verified evidence of your capabilities, and take it to every application.
Application profile
SampleVerified capabilities
- Problem solving86
- AI interaction82
- Agent tooling78
Evidence
893 verified hours
Experience
6 projects · 151 active days
Prepare for the future of work.
Start your record before your first job.
Work is changing within this decade. Show what you can do with AI while you study, and take it with you.
Today
Senior developer
5+ years of experience
Tomorrow
Senior developer
100+ verified AI hours
Proof that travels without a reference.
No employer to vouch for you? Your work does.
Freelancers and one-person studios show clients what they build with AI, verified rather than claimed.
Show what your team can build.
Evidence investors and first hires can check.
Turn what your team ships with AI into verified evidence, from the first commit onwards.
Capabilities
- Problem solving86
- AI interaction82
- Agent tooling78
- Verification76
- Engineering74
Match talent on evidence.
Compare verified capabilities, not titles.
See what candidates and teams demonstrably do with AI instead of relying only on CVs and self-reported skills.
Candidates for AI Engineer
Sample- SJSophie de JongAI Engineer94fit
- Capability match92%
- Evidence coverage88%
- TCThomas ChenProduct Designer86fit
- Capability match84%
- Evidence coverage79%
- DSDaniel SchmidtFull Stack Developer80fit
- Capability match77%
- Evidence coverage82%
Know who you invest in.
A team's verified record, shared with consent.
See what a founding team actually builds with AI before you commit: levels and counts, never their work itself.
Evidence
- Claude32 sessions
- Codex18 tasks
- ChatGPT28 sessions
- VS Code41 edits
- GitHub24 commits
See how work is changing.
A real-time view of the future workforce.
Understand emerging capabilities and AI adoption from aggregated, privacy-first evidence.
Workforce capability map
SampleAI adoption by sector
- Finance64%+12
- Healthcare41%+9
- Public sector36%+7
- Education48%+11
- Logistics29%+5
Skills gaps
- Agent tooling
- Data literacy
- AI governance
Measure growth, not attendance.
Progress before, during and after learning.
See how teaching turns into demonstrated capabilities, not just course completion.
Capabilities around a masterclass
SampleBefore
- Problem solving42
- AI interaction38
- Agent tooling30
After
- Problem solving71
- AI interaction66
- Agent tooling58
Why now
Work is changing within this decade.
39%
of workers' core skills are expected to change by 2030
170M
new jobs expected to be created by 2030
92M
jobs expected to be displaced by 2030

Start with your own record.
Connect your tools once; your passport grows with your work.
