This report presents background on AFDD, stakeholder engagement efforts, a technology assessment of automated fault detection and diagnostics (AFDD) and smart diagnostic tools, residential CAC and ASHP market trends, a characterization of the CAC and ASHP installed base, a synopsis of utility provider HVAC programs, and market barriers to AFDD.