Therapist
Conduct therapy sessions — the core clinical work
What You Do Today
Be present with the client for 50 minutes. Listen, reflect, challenge, support. Apply therapeutic techniques — CBT, EMDR, psychodynamic, motivational interviewing — matched to the client's needs and your formulation.
AI That Applies
In-session AI remains extremely limited. Some platforms offer real-time prompts for therapeutic techniques or suggest intervention approaches based on topic detection, but adoption is minimal.
Technologies
How It Works
The system ingests topic detection as its primary data source. The analytics engine aggregates data across sources, applies statistical analysis to identify significant patterns and outliers, and presents the results through visualizations that highlight what needs attention. The results integrate into the practitioner's existing workflow — presenting recommendations, flags, or automated outputs alongside their normal working context.
What Changes
Practically nothing during the session itself. AI cannot create the therapeutic alliance, hold space for grief, or sit with a client's silence. The 50-minute hour remains the most human-intensive task in all of healthcare.
What Stays
Everything. The therapeutic relationship is the single strongest predictor of outcomes — stronger than technique, modality, or theory. No AI participates in this relationship.
What To Do Next
This section won't tell you what your numbers should be. It will show you how to find them yourself. Every instruction below produces a real, verifiable result in your organization. No benchmarks, no projections — just the steps to build your own evidence.
Establish Your Baseline
Know where you are before you move
Before adopting AI tools for conduct therapy sessions — the core clinical work, understand your current state.
Without a baseline, you can't measure whether AI actually improved anything. You'll adopt tools without knowing if they're working.
Define Your Measures
What to track and how to calculate it
Time per cycle
How to calculate
Measure how long conduct therapy sessions — the core clinical work takes end-to-end today, then after AI adoption.
Why it matters
The most visible improvement is speed. If AI doesn't save time, question whether it's adding value.
Quality of output
How to calculate
Track error rates, rework frequency, or stakeholder satisfaction scores before and after.
Why it matters
Speed without quality is just faster mistakes. Measure both.
Start These Conversations
Who to talk to and what to ask
your department medical director
“What data do we already have that could improve how we handle conduct therapy sessions — the core clinical work?”
They set clinical practice guidelines that AI tools must align with
your health informatics lead
“Who on our team has the deepest experience with conduct therapy sessions — the core clinical work, and what tools are they already using?”
They manage the EHR integrations and clinical decision support configuration
a nurse informaticist
“If we brought in AI tools for conduct therapy sessions — the core clinical work, what would we measure before and after to know it actually helped?”
They bridge the gap between clinical workflow and technology implementation
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.