Product.ai Offices

Own and build the end-to-end billing spine and commission engine that converts a free API into paid revenue. Architect keyed developer access, metering, quotas, spend caps, attribution, affiliate ingestion/reconciliation, and agent-commerce billing. Ship two public cutovers, instrument pipelines to tie failures to dollars, and collaborate with commercial operators to deliver measurable revenue outcomes.

Own and scale an end-to-end fleet of checkout robots: browser automation, merchant-family classification, and scheduling. Improve machine-tested checkout coverage from ~21% to >80% while controlling cost per check. Navigate anti-bot defenses, instrument correctness with dashboards and ledgers, and co-author the seat charter that defines measurable coverage and reliability. Ship fast, diagnose hard failures, and operate production fleets with strong judgment and ownership.

Design and own the verification engine that automates product truth verdicts: build confidence-scoring pipelines, adversarially robust models, a human-graded golden exam, and arbitration rulebooks. Raise machine-settled verdicts from 40% to 80% while maintaining 95%+ accuracy, embed eval-driven development, and scale solutions to millions of claims in production.