Inspect now
Proof links
- Demo spine: the fake-fixture consent, transcript, review, and export path.
- Benchmark Snapshot: a fixture-only sample buyer report.
- Task preview: the no-submit contributor task loop.
- XPRIZE readiness: the redacted public claim-gate dashboard.
Pilot menu
What can be scoped
- Benchmark Snapshot for a quick model or workflow evaluation.
- Custom Evaluation Set for a named language, accent, or channel.
- Sponsored Contributor Sprint for impact-sourcing and benchmark coverage.
- Buyer inputs needed: target scenario, success criteria, rights, and privacy constraints.
Buyer call
Questions to answer
- Which South African voice or text scenario fails most painfully today?
- Is the need QA, model evaluation, sales proof, compliance, or customer experience?
- What result would make a pilot credible enough to buy?
- Who signs off on budget, data rights, security, and delivery format?
Demand signals
Public-sector research
- 0 A bid candidates and 13 B demand signals from a guarded public procurement watch.
- Strongest signal: language-access and telephonic-interpretation benchmarking.
- Adjacent signals: transcription, language panels, contact-centre modernization, WhatsApp channels, and AI/data services.
- No registration, no contact, no tender-pack download, no bid.
Boundary
Evidence before claims
- This pack is not evidence of revenue, production users, live Gemini, live Google Cloud, live WhatsApp collection, or a production dataset.
- Public-sector demand signals are research only: not revenue, not a bid, not a buyer relationship, and not production proof.
- Every paid pilot must define consent terms, review method, delivery format, data rights, and buyer approval evidence.
- Voice Bench can run a problem interview now and move to paid delivery only after the relevant collection, QA, and provider gates are safe.
- Use npm run email:buyer:pilot:check, npm run revenue:pilot-evidence:check, and npm run xprize:revenue:check before any revenue claim.
Paid pilot menu