Search & measurement
Bing Webmaster Tools · Call tracking · Custom attribution
We design and build the contracts between the systems that sell, serve, communicate, measure, and reconcile—then make failure operable.
Bing Webmaster Tools · Call tracking · Custom attribution
HubSpot · Salesforce · Jobber · ServiceTitan
Twilio · SendGrid · Customer notification systems
AWS · Cloudflare · Data warehouses · Object storage
Shopify · WordPress · Sanity · Contentful
Zapier · Make · OpenAPI contracts · Legacy system adapters
“Available” means Michai can scope and build against the system’s documented interface; it does not imply a vendor certification or commercial partnership.
Define source ownership, events, schemas, authorization, rate limits, and failure semantics before writing the adapter.
Design retries and duplicate prevention so money, messages, bookings, and records do not multiply under pressure.
Log correlation IDs, state transitions, provider responses, and actionable failure context without leaking secrets.
Give an operator replay, reconciliation, manual override, and a clear owner when automation cannot safely continue.
We will determine whether the right answer is a direct adapter, event layer, operational console, replacement workflow, or no build at all.