💻Product Positioning & Value Proposition

• End‑to‑end: standardized pipeline from acquisition → admission → tasks → anti‑sybil → settlement → review.

• Compliance‑by‑default: KYC/AML, GDPR, data residency, and auditable logs built‑in.

• Reputation assets: SBT/NFT credentials, giving quality testers higher access and multipliers across projects.

• Observable & evolvable: unified behavior + on‑chain events, A/B parameters, model canary/gradual rollout.

• Time & cost efficient: campaign templates reduce operational overhead and error rates.

Who it’s for

• L1/L2/modular layers: validator incentives, client upgrades, regression & canary plans.

• Apps & ecosystems: contract/front‑end integration, public beta, growth experiments.

• Incubators/Launchpads/VCs: batch testnet hosting with unified compliance and distribution.