Swave

Bike verification API and admin for mobility benefit programs — auditable checks at scale.

Employers and mobility providers offering bike benefits need confidence that submitted bicycles match program rules and, over time, match the bike originally registered. Manual review alone does not scale and is hard to audit when volume grows.

We built a Node.js REST API with JWT-protected routes, validation, rate limiting, and S3-compatible storage for photo intake, plus detection-assisted analysis to compare new photos against registered profiles and surface duplicate registrations. A React admin app delivers dashboards, standards management (per-view text and color rules), optimization tracking, and internationalization hooks for operator teams.

• Data-driven verification: program standards and bike identity checks replace ad hoc email threads
• Operators can tune rules and log optimizations without redeploying core logic for every policy tweak
• Leadership visibility into adoption and test volume through charting and filterable date ranges
• Architecture ready for additional detection providers, notifications, or employer-specific workflows