The Cleo Team
Notes on building an AI marketing operating system. Architecture decisions, technical challenges, and the craft of making something that thinks.
Failed recipients were logged and forgotten, so a campaign the provider refused entirely still read as sent. Failures are now data, the final status is earned, and energy is reserved at approval and settled against what was delivered.