Insights
Mental health data,
openly shared.
Data analysis and research on the therapist shortage, workforce burnout, and treatment access. Built from public federal datasets, not opinion.

AI · session notes · documentation · private practice · 8 min read
How AI Session Notes Are Saving Private Practice Therapists 5+ Hours a Week
Documentation is the #1 time drain for solo therapists. Here's how AI session note tools work, what to look for, and how to evaluate whether one is right for your practice.
Kamal Grewal·May 2026
Read the analysis →HIPAA · AI tools · compliance · private practice
The Therapist's Complete Guide to HIPAA-Compliant AI Tools in 2025
Everything solo private practice therapists need to know before using AI tools in their practice — what HIPAA actually requires, which AI tools are compliant, and what to look for in a BAA.
8 min readLive now
burnout · documentation · time management · private practice
Therapist Burnout Starts with Paperwork: How to Reclaim 6+ Hours a Week
Administrative burden is the leading driver of therapist burnout. This post breaks down where the time actually goes and what solo practitioners are doing to get it back.
8 min readLive now
practice management · software comparison · solo practice · EHR
The Best Practice Management Software for Solo Therapists in 2025 (Honest Comparison)
Running a solo private practice means wearing every hat. Here's an honest breakdown of the top practice management platforms — what they cost, what they do well, and where they fall short.
8 min readLive now
SOAP notes · documentation · templates · private practice
How to Write SOAP Notes in Under 5 Minutes (Without Sacrificing Quality)
A step-by-step guide for therapists who want faster, cleaner SOAP notes — including templates, common mistakes, and how AI can handle the first draft.
8 min readLive now

industry · private equity · insurance · transparency
Who Really Owns Your Therapy Software?
Every major practice management platform has private equity, insurance, or payer-aligned ties. I researched 15 — here's the full breakdown with sources.
7 min readLive now
data · policy · women's health
I Ran the Numbers on Abortion Restrictions and Depression. The Data Tells a Different Story Than Either Side Expects.
I downloaded CDC BRFSS data, SAMHSA state estimates, and cross-referenced them with abortion policy status for all 50 states. The averages don't tell the story you'd expect — but the longitudinal research does. Here's what four peer-reviewed studies and 1.1 million data points actually show.
7 min readLive now
practice · documentation · outcomes · technology
The Therapy Hour Gets All the Attention. The Work Between Sessions Is Where Outcomes Are Made or Lost.
Therapists spend 35% of their time on documentation, clients forget 80% of session content within a week, and between-session engagement is the strongest predictor of treatment outcomes. Here's what the research says — and what's changing.
8 min readLive now
data · workforce · licensure · pipeline
50,000 People Graduate as Therapists Every Year. Only Half Get Licensed.
The therapist pipeline is leaking at every stage — from graduation to licensing exams to burnout. Here's what the data shows, why it matters for the shortage crisis, and what can actually fix it.
7 min readLive now
data · workforce · shortage
America's Therapist Shortage Is 50x Worse Than the Federal Numbers Suggest
HRSA says we need 5,037 more therapists. The real math — 61.5 million adults with a mental health condition, realistic caseloads, and a workforce bleeding out to burnout — puts the gap closer to 250,000. Here's what the data actually shows.
7 min readLive now
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