Diagnose and fix email deliverability with an open-source debugger and AI triage

Diagnose and fix email deliverability with an open-source debugger and AI triage targets a $12.0B = 1.0M organizations x $12K ACV (global orgs spending on email deliverability, ESP ops, and related tooling) total addressable market with medium saturation and a year-over-year growth rate of 12-18% (growth in email volume, deliverability services, and observability tooling adoption).

Key trends driving demand: inbox-policy-tightening -- ISPs increasingly enforce stricter spam/fraud checks, increasing diagnostic complexity and demand for specialized tools; observability-convergence -- teams expect telemetry and CI integration, so deliverability needs to be part of standard observability workflows; ai-enabled-triage -- advances in NLP and classification let automated systems parse headers/bounces and propose fixes with high accuracy; privacy-and-regulation -- privacy changes (BMP, etc.) and anti-spam regulations force more nuanced authentication and delivery strategies.