XAI Therapy™ is a transparency standard for AI-assisted practice — where every insight shows its evidence, the clinician stays in charge, and the client keeps their story. It’s the heart of everything I build.
Standard AI takes data and returns an answer — but no one, not even the clinician in the session, can see the reasoning behind it. In a field built on trust, informed consent, and doing no harm, an insight you can’t explain isn’t just uncomfortable — it’s a liability you can’t defend to your client, your supervisor, or your board. And therapy has a second, older problem: a clinician sees one hour of a client’s week — under 1% of a life — and rebuilds the rest from memory. The richest data in mental health care vanishes at the office door.
One asks your therapist to trust an answer no one can see inside. The other shows its work at every step.
We don’t explain a black box after the fact. We never build one.
You can see how it works — including where AI helped build it. Nothing hidden behind “proprietary.”
Every insight traces to the client’s own inputs and the clinical framework behind them. Evidence you can point to and stand behind.
The data means something clinically. A therapist reads it in seconds and acts on it in session — not decodes it later.
A single cognitive-behavioral thought record — one of the tools in the framework. Watch what it captures.
A clinician reads this in four seconds: the belief lost more than half its grip, through evidence-checking, and here is exactly how. No inference from a fuzzy transcript. No trusting a machine’s word. That’s the work, made visible.
Six steps. Each one keeps a human in charge and the reasoning in the open.
A living world draws the client toward the tool they need — one at a time. Engagement is how the medicine gets taken.
Twenty-five years of frameworks — CBT, EMDR, self-efficacy, grounding — each an instrument that captures meaningful, structured data.
Ratings, distortions, reframes, patterns over time — legible because the clinical framework is built into the tool.
It organizes, prompts, and calculates — citing the exact evidence behind each pattern. It drafts. It never decides.
Every insight is reviewed by a human who can explain it, override it, and own it. Human-in-the-loop is the design.
Their experience and data belong to them — theirs to hold, understand, and take with them.
XAI Therapy is built on one non-negotiable: the clinician is never replaced, only amplified. The AI hands you a sourced, framework-grounded draft — your judgment is the record. You finally see the life between sessions, and you can explain every bit of it.
In the spirit of the thing, the honest line between what is and what we intend: these are goals, not results we’ve measured yet. When we measure them, you’ll see the numbers and the method.
Forward-looking statements above are aspirations, not present-day claims. We’ll always tell you which is which.
XAI Therapy is in early development, in closed pilots with a small group of clinicians. If you want the work to stay human — and want to see the reasoning — say hello.
Request early access