Company OKRs → unit outcomes → individual objectives, each weighted. This is what lets FlowIQ say 'great work on something that doesn't matter.' Goal weight flows through the cascade — a 0.6-weight individual goal under a 0.15-weight unit goal scores low alignment even with perfect execution.
Conversational commerce agents run in production with <1% failure rate.
Reliability, observability, and test coverage across client agents.
Encrypted, replay-safe serial validation with full test coverage.
Automated WhatsApp flow tests so QA stops being manual.
Backoff + idempotency for Meta 503 storms.
Learn and contribute to the e2e harness.
Convert pilots into retained, multi-tenant deployments.
Cut time-to-first-agent for a new tenant.
Scaffolding + config generator for new client branches.
Retire legacy dashboards and manual ops.
Replace manual status macros with automated insight.