The solution
One platform, three integrated layers
Frontier experts, verifiable provenance, and EU-native compliance only matter together. Pathwize delivers them as a single system, not three tools you have to stitch.
Layer 1, Frontier expert marketplace
Credentialed experts for the tasks synthetic data can't reach
Verified, credentialed specialists at the top end, frontier mathematics, medicine, law, security, where model-generated data breaks down and only human edge-case judgment holds.
- Credential- and license-verified domain experts
- Honest hybrid: AI drafts, the expert verifies and owns the edge case
- Scarce experts treated as experts, not gig workers
Elena Novak
Oncology · Prague
Mathias Berg
Quantum information · Copenhagen
Sofia Marchetti
M&A / regulatory · Milan
Tomas Kovač
Number theory · Ljubljana
Layer 2, Verifiable provenance by default
A cryptographic audit trail for every judgment
Provenance is built into the workflow, not bolted on after. Every task carries a gapless, tamper-evident record that withstands adversarial review.
- Hash-chained, signed audit trail per task
- Trust scores for experts AND individual data batches
- Live inter-rater agreement, in-flight, not after the fact
- Reproducible lineage that maps to AI-Act Annex IV
- Task assigned
a1f3…9c2 - AI draft generated
7b04…e18 - Expert verified + rationale
c93a…42f - Peer review (agreement 0.91)
0d77…b5e - Batch signed & sealed
f5e2…001
Expert trust score
[X]
Live inter-rater agreement
[X]%
Layer 3, EU-native compliance
Compliance as the core, not a certificate checkbox
Data residency in the EU and AI-Act- / GDPR-conformant documentation are foundational, with clean worker classification and sandboxed, no-download environments for sensitive data.
- EU data residency by default
- AI-Act (Art. 10 / Annex IV) & GDPR documentation by design
- Sandboxed, no-download annotation for sensitive data
- EU data residency By default
- AI Act, Art. 10 / Annex IV provenance By default
- GDPR by design By default
- Clean worker classification By default
- Sandboxed, no-download workspace By default
[ Certifications, placeholder ]
Built into the workflow
The details that keep the data honest
Honestly hybrid, not an AI ban
AI drafts a candidate answer; a verified expert reviews, overrides, and supplies the edge-case judgment, with the human step recorded. Provable beats unenforceable.
Sandboxed, no-download workspace
Sensitive data is annotated inside a controlled environment it never leaves, no local copies, full audit, EU-resident throughout.
Prove how your training data was made
Run a scoped pilot on one high-stakes domain, and receive both the expert data and a reproducible provenance bundle ready for review.
Vendor-neutral · your data stays your IP