Opportunities
AI Clawback Defense for Psychologists
Connected through 1 “problems addressed” link and 1 “applies thesis” link.
Opportunities
Opportunities
Connected through 1 “problems addressed” link and 1 “applies thesis” link.
Demand side
Sized prize
IllustrativeIllustrative targets and order-of-magnitude estimates — not an achieved track record. This Thing is concept-stage; real figures come from live data once operating.
SAM
~$150M-250M focusing on multi-provider psychology group practices handling high volumes of commercial insurance and Medicare claims
SOM
~$10M-25M achievable within 3 years by targeting regional psychology networks facing elevated payer scrutiny
TAM
~120k US outpatient behavioral health and psychology practices × ~$6,000/yr ≈ $720M
Growth Rate
~12-18%/yr, driven by aggressive payer post-payment audit initiatives and expanding behavioral health utilization tracking
Paid Comparable Spend
~$15k-40k/yr per clinic on outsourced billing compliance reviews, dedicated internal admin hours repairing claims, and reactive post-audit consulting fees
Market sizing