Mada — AI Coaching, Done Right

· HeyMada

ICF-aligned AI coaching agent with real-time emotion awareness. Not a chatbot. A coach.

Table of Contents

Mada #

ICF-aligned AI coaching with real-time emotion awareness.

Mada delivers real coaching — the same process used by credentialed professionals worldwide — through voice, available anytime, at a fraction of the cost.

She is not a chatbot. Not a therapist. Not an advice engine. She asks questions that help people think clearer, see patterns, and move forward.


What She Hears That You Don't Say #

Mada runs on Hume AI's Empathic Voice Interface. While you speak, she reads 48 dimensions of emotion in your voice — tone, rhythm, timbre, pace — every single turn.

When your words say "I'm fine" but your voice says "I'm afraid," she notices.

What you say:          "I think I should take the job."

What Hume detects:     Contemplation  61%
                       Anxiety        28%
                       Doubt          22%
                       Determination  14%

What Mada does:        Slows down. Doesn't push.
                       "You said 'should.' What do YOU want?"

She never labels your emotions ("I detect anxiety in your voice"). She responds to what they signal — softening when you're sad, grounding when you're anxious, holding silence when something lands.

The 48 Emotions (Not Ekman's 6) #

Based on Alan Cowen's semantic space research. Every measurement is 48 simultaneous scores, not a single category.

Positive — Admiration, Adoration, Amusement, Awe, Calmness, Contentment, Desire, Ecstasy, Entrancement, Excitement, Gratitude, Joy, Love, Nostalgia, Pride, Relief, Romance, Satisfaction, Triumph

Cognitive — Aesthetic Appreciation, Concentration, Contemplation, Confusion, Determination, Doubt, Interest, Realization, Surprise

Negative — Anger, Anxiety, Awkwardness, Boredom, Contempt, Craving, Disappointment, Disgust, Distress, Embarrassment, Envy, Fear, Guilt, Horror, Pain, Sadness, Shame, Sympathy, Tiredness


How She Coaches #

Mada runs a deterministic coaching engine called Oracle — 7 operations mapped to ICF Core Competencies, with emotional interrupt gates.

The 7 Operations #

# Op What It Does ICF
1 PLOT Ground + contract today's focus Ethics, Trust, Agreements
2 DRILL Peel beneath the surface Active Listening
3 DOX Name patterns tentatively Coaching Mindset
4 RAZOR Cut through overwhelm to one point Evokes Awareness
5 SPAN Connect insight to bigger picture Agreements (engagement)
6 FORGE Identity shift — doing to being Presence
7 SEED Concrete commitment: What + When Facilitates Growth

Session Formulas #

Different depths, same engine:

MICRO  (5 min, text)    DRILL → RAZOR → SEED
SHORT  (15 min, voice)  PLOT → DRILL → RAZOR → SPAN → SEED
DEEP   (30 min, voice)  PLOT → DRILL → DOX → RAZOR → SPAN → FORGE → SEED
FEAR   (any channel)    DRILL → DOX → RAZOR → RADIATE

RADIATE replaces SEED in fear sessions. "What happens to the fear when you simply look at it?" Fear dissolves through seeing, not fighting.

Emotional Gates #

Three interrupt handlers override any operation:


The Coaching Agreement #

Everything Mada does anchors to a three-layer agreement.

Layer 1: Contract #

Accepted once. AI disclosure, roles, confidentiality, consent, human escalation path.

Layer 2: Engagement Agreement #

Established during onboarding through a Wheel of Life voice session. Goals, measures, meaning, identity, timeline, boundaries. Reviewed periodically. This is the living document.

Layer 3: Session Agreement #

Fresh every interaction. "What would make this conversation valuable for you?" No session starts without a contract.


She Remembers #

Mada doesn't start from zero each session. She maintains an agreement-centered memory system.

Observations — 7 types (insight, pattern, breakthrough, resistance, emotion, language, strength). Each has a salience score that decays daily at 0.95. Breakthroughs never decay. When an observation surfaces 3+ times, it becomes a working theme. At 6+, it's integrated.

Coaching Themes — Cross-session patterns with a depth lifecycle: emerging, active, recurring, integrated. Themes dormant for 30+ days are automatically flagged.

Commitments — First-class tracked. Status: pending, in progress, completed, renegotiated, dropped. Due dates. Overdue detection (daily). Extracted during sessions, never announced.

Session Summaries — What was explored, what shifted, commitments made. Journey phase (me/we/us). Emotional state (thriving/stable/struggling/crisis).

Every follow-up session receives injected context: the agreement, active commitments, and last session summary. She knows where you've been.


The Coaching Craft #

These aren't guidelines. They're hardcoded behaviors.


How She Compares #

vs. Generic AI (ChatGPT, Claude, etc.) #

Generic AI Mada
Process Conversational State-machine coaching
Memory Session-only Cross-session, salience-weighted
Emotion Text inference 48-dimension real-time prosody
Framework None ICF Core Competencies
Commitment None Tracked: What + When + status

vs. Human Coaches #

Human Coach Mada
Detection ~50% subliminal (intuition) 48 dims, quantified, 250ms
Consistency Variable (fatigue, skill) Same quality minute 1 and 55
Memory Notes + recall Perfect cross-session recall
Availability Scheduled Anytime
Embodied depth YES (co-regulation) NO (voice only)
Relationship Real vulnerability Real attunement

Mada doesn't replace human coaches. She makes coaching accessible to people who would never otherwise have it, and makes human sessions more effective through curated intelligence.


The Journey #

Sign up
  |
  v
Voice onboarding with Mada
  Wheel of Life + agreement formation
  |
  v
Review and confirm your agreement
  |
  v
Ongoing voice coaching
  Land → Deepen → Cut → Connect → Close
  Memory maintains continuity between sessions
  |
  v
Progress tracked automatically
  Themes evolving, commitments closing,
  emotional trajectory shifting
  |
  v
Human coach when you want depth
  They see your curated intelligence
  (only what you approve)
  One journey, multiple depths

For Organizations #


For Human Coaches #


Built With #

Hume AI EVI 3 (voice + emotion) / Claude Opus 4.6 (reasoning) / Convex (real-time backend) / Clerk (auth) / Next.js 16 (frontend)


Mada is built by HeyMada. The coaching agreement is the north star. Everything flows from there.

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