Deliberate Clinical PracticeMITI 4.2.1 Framework

Master Motivational Interviewing with realistic AI patient simulations.

Speak or type with diverse patient personas across all 5 stages of change. Receive instant transcript-verified OARS scoring and tailored guidance after every session.

3 clinical sessions per month free · No credit card required · Voice & text modes

Post-Session DebriefMITI Fidelity ScoringTranscript-Checked Quotes
PB
Patricia Bautista
Precontemplation Stage
Transcript Verified
PB
Patient • Voice or Text"I know my blood sugar is high, but between work and the kids, I just don't have time for strict meal prep."
Just now
Your ReflectionComplex Reflection
"You're feeling overwhelmed by family and work demands, yet managing your blood sugar is still something you care about."
Detected live · saved to transcript
You
Hands-free voice mode availableTranscript saved automatically
Deliberate Practice Architecture

From initial encounter to longitudinal mastery.

Every session provides a complete feedback loop designed to strengthen your reflective listening and MI Spirit.

Stage 1

Encounter nuanced, realistic patient personas.

Patients are generated across 5 distinct stages of change and various relational styles — from agreeable contemplation to guarded precontemplation. Each persona has genuine ambivalence and personal motivations to uncover.

PrecontemplationContemplationPreparationActionMaintenance
Session Briefing & Clinical ObjectivesPre-Simulation Setup
Patient Preparation Briefing interface showing clinical background and objectives
Stage 2

Engage naturally in live voice or text.

Conduct full clinical interviews hands-free with real-time audio or interactive text. Practice navigating resistance, rolling with ambivalence, and avoiding the righting reflex.

Simulate with dynamic personas

Engage with realistic AI patients across five stages of change and various personality styles. They hold their ambivalence until you earn change talk.

Automated clinical fidelity counts

Open vs closed questions, simple vs complex reflections, affirmations, reflection-to-question ratios, and core MI Spirit dimensions.

Grounded transcript feedback

Every strength and coaching suggestion links to the exact lines in your conversation transcript — audited to ensure zero hallucinated feedback.

Hands-Free Voice Simulation Audio Mode Active
Live hands-free voice simulation session with real-time transcript exchange
Stage 3

Receive rigorous MITI 4.2.1 debrief metrics.

Every statement is coded into observable skill counts. Your debrief breaks down reflection ratios, question open/closed splits, and four key dimensions of MI Spirit: Partnership, Acceptance, Compassion, and Evocation.

Session Debrief & Fidelity BreakdownVerified Feedback
Session Metrics and MI Spirit Assessment dashboard
Stage 4

Track skill trajectory & next focal points.

Observe how your reflection-to-question ratios evolve across multiple encounters. Your action plan identifies the single highest-leverage skill to focus on during your next simulated case.

Multi-Session Trajectory
Complex reflections per sessionExample trajectory
Moving up

Around session 22 your reflections started carrying the exchange instead of following it — the point where most people stop asking and start listening.

Session 1Session 34
Action Plan Drill
For your next practice

Affirmations

You have named a patient’s effort twice in the last seven sessions. It is the one OARS skill your sessions keep leaving out — and the fastest way to make a guarded patient feel worth talking to.

BeginnerA talkative patient, ready to change
Practise this
Why not something else
  • Open questionsholding steady at 4.1 a session
  • Complex reflectionsmoving up on their own
Clinical Integrity

AI clinical feedback grounded in your exact words.

Coaching is only valuable if it reflects reality. Here is how our debrief pipeline is built for precision and trust.

Every quote is transcript-checked

Before feedback reaches you, each quoted line is verified against your session transcript and speaker attribution. Misattributed or altered quotes are discarded.

Counts, not vibes

Open questions, simple & complex reflections, affirmations, and MI Spirit dimensions are calculated directly from transcript utterances — never guessed.

Regression-tested on clinical cases

Every update to the AI evaluation pipeline runs against a standardized suite of clinical practice sessions to guarantee feedback consistency and accuracy.

Transparent Pricing

Simple, honest plans for every clinician.

Start with 3 free sessions every month. Upgrade whenever you need unlimited practice and audio mode.

Free Tier

No card required
$0/ forever

For clinicians and students exploring fundamental MI concepts.

  • 3 Free clinical sessions per month
  • Text-based patient simulations
  • Post-session debrief & OARS breakdown
  • Not included: Hands-free voice mode
  • Not included: Longitudinal coaching summaries
Start Free Practice
Recommended

Premium Clinical

$9.99/ month

For practitioners requiring unlimited practice, live voice, and longitudinal tracking.

  • Unlimited clinical sessions
  • Live voice hands-free patient conversation
  • Longitudinal coaching reports across your history
  • Custom scenario filtering & printable supervisor summaries
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Frequently Asked Questions

Questions, answered plainly.

What the app measures, what it cannot do, and how clinical practice works.

After each session, the transcript is analysed utterance by utterance against MI criteria: open versus closed questions, simple versus complex reflections, affirmations, your reflection-to-question ratio, MI-inconsistent moments, and the four dimensions of MI Spirit (Partnership, Acceptance, Compassion, Evocation). Every quoted line in your feedback is checked against your actual transcript before it is shown, so the coaching cannot cite something you never said. It is a practice and coaching tool — it is not a certification, and it does not replace supervision.

Start Practicing Today

Master clinical conversations with deliberate practice.

Three complete sessions every month, free — realistic AI patient scenarios, verifiable transcript debriefs, and an actionable growth path.

No credit card required · Instant access in browser

MI Mastery

Deliberate practice and structured feedback for clinicians learning Motivational Interviewing. A training simulation platform — never a substitute for direct clinical supervision.

© 2026 Gliance Dev LLC. MI Mastery is for educational training with simulated patients only.

MI Mastery | Master Motivational Interviewing with a Personal AI Clinical Mentor