Case study 02 · Amura Health

From conversion to commitment: redesigning onboarding for high value alignment

Implementing a diagnostic onboarding framework and structured friction to reduce operational drag and improve clinical success rates.

RoleService Designer, onboarding redesign lead
MethodsNarrative audit, CI form redesign, GC call restructuring
OutcomePost call administrative lag fully eliminated
The challenge

The leaky bucket of high conversion

The program was successfully acquiring users, but the onboarding process was optimized purely for volume, meaning conversion, rather than suitability, meaning retention. Doctors and coaches were overloaded with unready clients, which drove burnout and a wave of post payment escalations.

The goal: shift the onboarding gate from willingness to pay toward readiness to succeed.

Leaky bucket funnel diagram
Fig 01 · Before and after: from a volume funnel to a readiness filter

The open question going in: what interventions help clients with misaligned mindsets recognize and adopt the changes needed to actually succeed in the program?

Diving deep

Where the mismatch was coming from

1. Narrative and value proposition alignment

The suspicion: growth counsellors never share every detail of the program with clients, yet clients arrive with beliefs that shape how they perform in it. The question became, where are these beliefs coming from? A narrative and value proposition audit of the website and social channels answered it.

What the marketing implied
  • The program is delivered through the app, powered by AI
  • The plan is easy and fits effortlessly into daily life
  • Design your diet protocol implies the diet is customizable
What actually happens
  • A human care team is assigned and delivers real instructions
  • The plan requires sustained daily effort from the client
  • The diet protocol is fixed and cannot be changed by the client

Intervention: introduced an effort contract directly on the website, setting expectations before the sales conversation even begins.

amura.ai
Amura Health Concerns Champions Company Get healthy now
The effort contract
What this program expects from you

This is not a service you consume. It is a contract you enter. Here is what each side is accountable for.

What Amura does
What you must do
Assign you a doctor and health coach trained in the NMT Protocol
Show up to every scheduled check in, on time
Run a deep lab assessment to understand what is actually happening in your body
Complete all assigned tests before your protocol begins
Design a diet and nutrition protocol specific to your biology, not a general one
Follow the protocol as designed. Do not substitute, skip, or negotiate items
Track your progress daily and adjust your program as your body changes
Log your meals, symptoms and sleep every day, even on bad days
Tell you the truth about your health, even when it is not what you expected to hear
Ask questions. If something is unclear, say so. Do not guess and do nothing
Stay with you for the full program duration, not just until the hard part is over
Commit to the minimum 3 month window. Results are not linear. Stay in it
I am ready, get started I need time to think Minimum commitment: 3 months
Fig 02 · The effort contract as a website intervention, mocked up on amura.ai

2. The diagnostic GC call

Redesigned the client intake form to capture behavioral, motivational and feasibility signals, meaning the client's why, their triggers, habit readiness and expectation alignment, to predict adherence risk before onboarding even starts. Language was standardized with the health coach and doctor frameworks so nothing got lost in translation downstream.

Redesigned CI form
Fig 03 · The redesigned client intake form

Built a structured GC call checklist so every first interaction consistently captured the client's why, expectations and constraints, reducing information gaps and strengthening the handover to health coaches from day zero.

GC call checklist
Fig 04 · The GC call checklist for live call use

Defined 10 client categories, each a combination of intake responses, most likely to fail the program because of identifiable and addressable gaps.

CategoryWhat it signalsIntake indicators, in combinationWhy the doctor call is needed
01
Expectation effort mismatch
Client wants results without proportional effort
  • Expectation alignment: slightly unrealistic or unrealistic
  • Habit readiness: moderate or low
Prevents future “program not working” escalations
02
Timeline distortion
Unrealistic expectations about result speed
  • Expected results timeline is aggressive
  • Health struggle duration of 3+ years
Doctor authority needed to reset biological reality
03
High protocol resistance
Client is already negotiating effort
  • 3+ unsure or resistant answers in protocol fit, across food, supplements and restrictions
Needs authority to establish the non negotiables
04
Lifestyle and program misfit
The execution environment is incompatible
  • Routine: chaotic
  • Work: unpredictable
  • Eating out: frequent
  • Travel and events: major
Requires realistic planning before commitment
05
Weak why, low internal motivation
No emotional anchor to sustain behaviour
  • Emotional drivers vague or missing
  • Identity and purpose not selected
  • Motivation type: external
High drop off risk after the initial phase
06
Medical complexity with high expectation
Outcome depends on clinical factors, not just effort
  • Multiple conditions
  • Aggressive expected results
Only a doctor can set credible boundaries
07
External trigger dependency
Action driven by fear or an event, not commitment
  • Trigger: doctor advice or a health scare
  • Motivation type: external
  • No deeper why around identity or purpose
Client starts fast but will not sustain
08
Behavioural risk: emotional eating with low control
High relapse and non compliance risk
  • Food pattern: stress or craving driven
  • Ownership: medium or low
Needs reframing beyond surface diet compliance
09
High stress with low structure
Low cognitive bandwidth for adherence
  • Stress: high
  • Routine: variable or chaotic
Program may fail without an expectation reset
10
Low ownership client
Will depend heavily on the health coach and the system
  • Ownership level: low
  • Needs: high guidance and reassurance
Risk of dependency and escalation behaviour
Fig 05 · The 10 client categories that trigger a doctor call before payment

3. Structured friction: the doctor's call

Introduced a doctor's call before payment, using clinical authority to interrupt the instant gratification loop of an impulse purchase. When the payment finally landed, it was an informed commitment, not an impulse buy.

Fig 06 · The service flow, before and after the doctor gate
Before · pay first, discover the effort later Before flowLead shows interestGC call endsStatus updatedin the PMSCI shared withthe payment teamPayment link sentover WhatsAppClient paysand onboardsNot interestedstatus closedNo readiness check anywhere in the flow. The first real gate is the payment itself.
After · a readiness gate before payment After flowLead shows interestGC call endsAny of the 10risky categories?Payment link sentover WhatsAppInformed commitmentclient onboardsNoYesDoctor call requestedbefore any paymentLive now, or scheduledwithin 2 daysDoctor aligns expectationswith program requirementsEffort contractsent to the clientClient agrees?NoClient lost, by designa deliberate filterYes
New intervention steps Decision points Existing flow
Business impact

Results from the pilot

100%of post call administrative lag eliminated through real time intake data capture
10client risk categories defined from intake response combinations
1structured pre payment doctor gate introduced where none existed

Next steps

Dynamic onboarding pathways: branching journeys where each of the 6 mindsets from the behavioral audit receives content addressing its specific fears and biases.

Care team feedback loop: an automated readiness score doctors can assign after 30 days, to refine the GC diagnostic script in real time.

Scaling the doctor as gatekeeper: evaluating whether the pre payment doctor call can be partially automated, through asynchronous video or AI assisted triage, for lower risk cohorts.

What I learned

The strategic value of friction

In high stakes services, good friction is a feature, not a bug. Slowing down the sale to ensure genuine commitment actually accelerated long term retention and clinical outcomes, the opposite of what a pure conversion metric would have predicted.

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