The science behind Walnut

The research behind every screen.

How people show their working style, how skills grow with practice and feedback, and how coaching changes behaviour at work. Here is what we used, and where it shows up in the app.

The 7-minute game result: a working style read from DISC and the Big Five
50+ corporate clients40+ ICF-credentialed coaches21 skills on the pathA 2-minute check after every session
01 · Personality science

Your style from what you do, not what you claim

Coaching works better when coach and coachee fit. So the free 7-minute game reads two of the most validated models in psychology, DISC (how you communicate and respond under pressure) and the Big Five (OCEAN), from what you choose in short moments from a normal week, at work and at home, not from a survey about yourself.

The optional 14-day chapters go deeper, including the Enneagram.

The Big Five predict job performance across occupations. Barrick & Mount, 1991, Personnel Psychology.

Personality assessment
A moment in the 7-minute game: a work chat and the reply you would really send
02 · The skill path

One skill at a time, in steps

21 skills in three levels: Foundation, Core and Advanced. You work on one skill at a time, in four steps: Starting point, Checkpoint, Mastery and Sign-off. Nothing is self-ticked: your coach signs off each skill after seeing the change across sessions. Then you pick the next one together.

Skills grow through deliberate practice with feedback. Ericsson, Krampe & Tesch-Römer, 1993, Psychological Review.

The skill path
The skill path: Starting point, Checkpoint, Mastery, Sign-off
03 · After every session

A 2-minute check after every session

Three quick work moments on the skill you just worked on. Recalling what you practised is what makes it stick, and your coach reads the result before you meet again, so no session starts cold.

Testing yourself beats re-reading for long-term memory. Roediger & Karpicke, 2006, Psychological Science.

Progress measurement
A question in the 2-minute check after a session
04 · What HR sees

Progress HR can see

Who was active this week, the one thing to do next, and each skill from the first check to the latest, always with how many people (n). A monthly report to download and share. That covers the first three of Kirkpatrick's four levels (reaction, learning, behaviour) and gives HR the numbers to set against business results.

ROI of coaching
One person's scores, first check to latest
Why we built this

What was missing from traditional coaching

Coaches and coachees met, and then nothing. No data, no skill evidence, no way for HR to see it worked. We studied how people change and how skills stick, and built each piece of Walnut on that research.

  • No data between sessions

    Growth only happened in the room. Everything between sessions was invisible.
  • No measurable outcomes

    Organisations had to take it on faith. HR couldn't show what changed.
  • Low engagement

    Most coaching tools felt like admin. Nothing was designed to be enjoyed.
  • Random coach matching

    Fit was luck of the draw. The wrong match wasted months of time and budget.
ICF credentials

40+ ICF-credentialed coaches

Every Walnut coach holds an ICF credential: verified practice hours, an independent exam and the ICF Code of Ethics. We check it before a coach joins.

  • ACC

    Associate Certified Coach

    100+ coaching hours, ICF-approved training and an exam. Our Manager coaching coaches.

  • PCC

    Professional Certified Coach

    500+ coaching hours and an advanced competency assessment. Our Leadership coaching coaches.

  • MCC

    Master Certified Coach

    2,500+ coaching hours: the ICF's highest credential. Our Executive coaching coaches.

Questions we get asked

How does coach matching work?
After the 7-minute game (DISC and Big Five), Walnut suggests coaches who fit your style, speak your language and have time to book. You choose.
What if I don't connect with my coach?
You can change your coach once by yourself. If you change right after your first session, that session is refunded. Any further change goes through the Walnut team.
Are all your coaches ICF-credentialed?
Yes: ACC, PCC or MCC, 40+ coaches today. We check every credential before a coach joins, and coaches must keep it current.
What's the difference between plans?
Focus: 1 session a month. Momentum: 2 sessions, plus chat and practice tasks. Mastery: 4 sessions, plus your growth story, Legendary badges and the full coach directory. Every plan works on one skill at a time.
How do company programmes differ from individual coaching?
A company programme is for a group and run by HR, who see who's active, scores per skill and a monthly report. Individual coaching is 1:1 with your own coach, on your own goals.
How quickly can a company programme launch?
3–4 weeks. We handle the set-up; you approve the design.
What languages are sessions in?
English and Hindi mostly, plus several regional Indian languages. Coach suggestions use the languages you speak.

Try the research on yourself.

Play the free 7-minute game, or book a demo and we'll show you the app with sample data.