The difference, in one picture

Two ways AI can enter the therapy room.

One asks your therapist to trust an answer no one can see inside. The other shows its work at every step. Here's how they actually differ.

✕ The black box

How most AI works today

Session & client data goes in
↓
? ? ?
hidden reasoning — sealed, proprietary
↓
An answer comes out
✕No one — not even your clinician — can see why it said what it said.
✕The "reasons" it gives are a plausible story, not its real logic.
✕You can't explain it to your client, your supervisor, or your board.
Result: you have to trust it blindly — a liability
✓ The glass box · XAI Therapy™

How XAI Therapy works

1Client uses a tool built on a real clinical framework
↓
2It produces structured, readable data — by design
↓
3AI organizes it and cites the exact evidence — in the open
↓
4 · You, the clinician, review and decide
↓
An insight you can explain — every word of it
🧠 what the tool actually captured
Automatic thought"Everyone thinks I'm incompetent" · belief 70%
DistortionCatastrophizing
After reframe70% → 30%
✓Every insight shows the evidence it's built on.
✓The explanation is the data's native shape — not bolted on after.
✓A human decides. You can defend every word.
Result: insight you can trust — because you can see it
We don't explain a black box after the fact.
We never build one.
XAI Therapy generates explainable data on purpose — glass, not black.

XAI Therapy™ · a Wayward Robots framework · Transparent · Explainable · Interpretable

We don’t use mysterious algorithms. Every AI tool we use is fully transparent, explainable, and overseen by a human clinician. Explainable means the evidence, the framework and the human are all visible — not that anyone can read a model’s mind. See how it works →