Wild Wisdom
Skip to the investigation
A sunlit clinic interior in ivory stone, copper inlay curving across the floor, with a woman at the right of frame.

A decision system for medical aesthetics

They want the look. Why aren’t they booking?

Wild Wisdom shows what’s getting between interest and treatment, so you know what to change before you spend more.

See what you’re missing

02 / Medical aesthetics · The next dollar

Three illustrative medical-aesthetics clinic models: clinic location 1 on the left, clinic location 2 in the centre, clinic location 3 on the right.
  • Clinic location 1
  • Clinic location 2
  • Clinic location 3
Three illustrative medical-aesthetics clinic locations.

What makes that the right move?

Illustrative scenario. These locations are unassessed. The marker shows the operator’s proposed investment, not a Wild Wisdom recommendation.

You made a choice.
Now test the assumption behind it.

Test the assumption

03 / The investigation

One operation.
Three questions.

Three more locations were queued behind this one. Should they be?

A synthetic case, not a customer result. Wild Wisdom assessed Highland Park only. The existing operating model has not yet earned replication; the future markets themselves have not been assessed.
Calder Aesthetics GroupRF MicroneedlingHighland Park
Case context

A device installed 11 months ago on a business case assuming 9 completed treatments a week. It delivers 5.25.

Wild Wisdom analysed the existing line at Highland Park. It has not assessed Plano, Fort Worth or Austin: no market, competitive, staffing, premises or demand assessment of those locations is part of this engagement, and none is implied by anything in this record. What the engagement establishes is whether the operating model being replicated works where it already runs.

Illustrative operating environment

One location had an unresolved constraint.Three more were queued behind it.Should they be?

Three proposed locations
Unassessed
Highland Park
Assessed treatment line: RF Microneedling

Assessed means one treatment line — RF Microneedling at Highland Park — not the location as a whole. Read at one location. Plano, Fort Worth and Austin were not assessed.

The marker stands for the commitment being weighed. It is not a measured amount and not drawn to scale.

Synthetic sample · illustrative figures

Recorded case · original commitment

One location had an unresolved constraint. Three more were queued behind it. Should they be?

Three proposed locations
Unassessed
Highland Park
Assessed treatment line: RF Microneedling

Decision brief · Synthetic case

Outcome Confidence at the recommendation step, on this line at Highland Park

Read at one location. Plano, Fort Worth and Austin were not assessed.

Illustrative operating environment

05 / The next move

CONTINUE.

Keep testing Outcome Confidence

Outcome Confidence at the recommendation step, on this line at Highland Park

Read at one location. Plano, Fort Worth and Austin were not assessed.

1 / 3

Three linked actions from one reading.
These are not alternative diagnoses.

WILD WISDOMDecision brief

Three more locations were queued behind this one. Should they be?

The conclusion
Conversion is the binding constraint on this line for this period. The loss is between a clinician-approved plan and a booking.
Still unresolved
Whether the intervention caused the difference between the two groups, and whether the three proposed locations would perform differently. They were not assessed.
What happens next
COO owns the decision. Re-read at eight complete weeks.

A synthetic case, not a customer result. Wild Wisdom assessed Highland Park only. The existing operating model has not yet earned replication; the future markets themselves have not been assessed.

Read the full decision record ↓
Full decision record Evidence, limits and retest conditions

Wild Wisdom / decision record · Synthetic · v1.1.1

Three more locations were queued behind this one. Should they be?

Calder Aesthetics Group · RF Microneedling · Highland Park

The three candidates, and the verdict on each

Demand — NOT THE NEXT CONSTRAINT
176 clinician-approved plans over 16 complete weeks — about 11.0 a week, against 10.7 the line can deliver.

Conversion — BINDING
88 of 154 clinician-approved plans old enough to have booked reached a booking — 57% — against 80% across this group's own other device-led lines.

Deliverable Capacity — NOT BINDING
Booked minutes reached Wild Wisdom's standing capacity threshold in 0 of the last 8 weeks; the highest single week was 84%. Utilisation 49% across the baseline.

Why the loss happens, from the cohort that lost

Of the 41 Decision Rooms opened among the 66 approved plans that did not book, 18 named outcome uncertainty as still in the way.

The 66 clinician-approved plans that did not reach a booking. 41 of 66 opened a Decision Room; all 41 answered. The Wild Wisdom Decision Room supplies patient-stated evidence when the unresolved loss is at the patient-decision stage. This line loses people between a clinician-approved plan and a booking, which is exactly that stage, so Decision Room responses are the evidence used here.

Fact: What patients selected from a fixed set, at readiness. Hypothesis: That showing relevant, clinician-approved journeys addresses it. That is what the thirty days test.

What was tested, because the read warranted it

Outcome Confidence at the recommendation step
RANDOMISED, on approved → booked. Criteria agreed for this recorded test before the measurement period began: exposure at or above 80%, and a booking gap of at least 10 points. Exposure delivered to 21 of 24, 88%. 17 of 24 against 13 of 23 — 14.3 points, 3 additional bookings.

Described, not tested. No causal claim is made and no revenue is claimed. Bookings made inside the window need thirty-five days to reach a completed treatment, so their completion is outside this measurement and no revenue is claimed.

What we know

Conversion is the binding constraint on this line for this period. About 11.0 clinician-approved plans arrive each week against 10.7 the line can deliver, and no week in the last eight reached the booked-minutes threshold, so neither demand nor deliverable capacity is what holds it back now. The loss is located between a clinician-approved plan and a booking, and outcome uncertainty is the friction most often still in the way for the patients who did not book.

What this does not tell us

Whether the intervention caused the difference between the two groups. Whether the three proposed locations would perform differently, which was not assessed. Anything about contribution or payback: the direct cost per completed treatment was not supplied, so no margin, ROI or payback figure appears anywhere in this record.

What would change our mind

If clinician-approved plans fell below what the line can deliver, demand would become the binding constraint and this conversion reading would be set aside. If booked minutes were sustained at Wild Wisdom's standing booked-minutes threshold, deliverable capacity would become binding and the rollout question would change shape. We re-read every period, and say so when it moves.

Has the model earned replication?

Not yet. Wild Wisdom assessed Highland Park only. The existing operating model has not yet earned replication; the future markets themselves have not been assessed. What the evidence shows is that the operating model being replicated has an unresolved constraint where it already runs, so this evidence does not justify approving the rollout as presented. Fix it where it already runs, re-read at eight weeks, and the same evidence that stopped the rollout this cycle is what would earn it the next.

06 / The Wild Wisdom investigation

A defined decision.
A scoped investigation.

For the COO, VP Ops, CEO, owner or operating leader accountable for the next commitment of money, staff or equipment.

  1. 01

    Define the decision

    Agree the operating question, treatment or location scope, and evidence available to examine.

  2. 02

    Examine the evidence

    Investigate Demand, Conversion and Deliverable Capacity. Separate what is observed from what remains unestablished.

  3. 03

    Make the next move explicit

    Understand what the evidence supports doing next, including a focused test or a commitment to hold pending further evidence.

Paid engagement

The scoped investigation

One defined operating decision.
One agreed evidence scope.
A clear record of what the evidence supports, what remains unresolved, and what should happen before the commitment proceeds.

Designed for consequential decisions around marketing, treatment rollout, staffing, capacity, equipment and multi-location expansion.

You purchase the scoped investigation. The software provides the evidence and decision layer through which it is delivered.

Built for decisions with meaningful operating exposure, not routine reporting.

Dr Chioma Agha-Ayorinde, Founder of Wild Wisdom.
Dr Chioma Agha-AyorindeFounder, Wild Wisdom

Who built it

Built for decisions operators must be able to defend.

Dr Chioma Agha-Ayorinde is a physician by training, AI strategist and venture builder working on decision systems where human accountability matters. She built Wild Wisdom to give operators a disciplined way to establish which constraint is actually governing a treatment line — demand, conversion or deliverable capacity — to state what would change that conclusion, and to close the decision, including the decision to leave a line alone.

  • MBA with Distinction, Imperial College Business School
  • Executive Diploma in Artificial Intelligence for Business, Saïd Business School, University of Oxford (in progress)
  • Oxford Human-Aligned AI Showcase, July 2026

Before the investigation

The questions operators ask first.

  1. 01The decision
  2. 02The engagement
  3. 03Authority & safeguards

The decision

What is Wild Wisdom?

Wild Wisdom is conversion intelligence for medical aesthetics. Its Decisions product helps an operator determine which of three competing constraints should govern the next operating decision on one treatment line: demand, where not enough appropriate demand is reaching the line; conversion, where appropriate patients reach the consultation but clinician-approved plans do not progress through booking, completed treatment and continuation as expected; or deliverable capacity, where demand exists but qualified provider, device, room and time combinations cannot deliver enough appropriate treatment. Wild Wisdom does not assume one of these is the problem. It evaluates them, explains why, states what would change its conclusion, tests an intervention where one is warranted, and closes the decision as continue, change or stop.

Who is Wild Wisdom for?

Operations leaders — a COO, practice manager, or owner of a clinic or multi-location group — facing a consequential decision on one treatment line, usually a device-led line with a capital cost already sunk. It suits an operator who has the reporting and still cannot say whether the next dollar should go to demand, to conversion or to delivery capacity. It is not for clinics without a consultation step, not for lead-generation agencies, and not for anyone wanting a system that recommends treatments to patients.

Can Wild Wisdom recommend doing nothing?

Yes, and it is designed to. Three outputs are legitimate and none of them is a failure: no intervention, where the read does not warrant one; insufficient evidence, where too few eligible consultations or too short a window cannot separate the candidates; and a finding that another constraint is binding, where conversion is below the rate you compare against but is not what holds the line back. A product that can only ever recommend action is a product that cannot tell you to leave a line alone, and leaving a line alone is frequently the correct decision.

What software helps determine whether a medspa needs more demand, better conversion or more treatment capacity?

That is the question Wild Wisdom answers for one treatment line at one location. Marketing analytics measure leads and consultations, a booking system holds appointments, an EMR holds what was done, and a BI or analytics platform can report all three side by side — but reporting three numbers is not the same as arbitrating between them, and a conversion rate below the rate you compare against does not establish that conversion is the constraint that binds. Wild Wisdom reconciles a baseline of at least twelve complete weeks of buyer-approved aggregates, reads the three candidates against the same period, names which one binds and which do not, and publishes the figure that would have to move for that reading to change. Where the answer is demand or deliverable capacity, no conversion intervention is recommended and none is run.

What is conversion intelligence for medical aesthetics?

Conversion intelligence is the record and analysis of why patient intent does or does not become a completed treatment. In medical aesthetics most patients who consult already want the outcome; they hesitate over treatment ambiguity, outcome uncertainty, trust, sales pressure, affordability, downtime, provider fit, or they complete one session and never continue. Conversion intelligence makes those reasons measurable at the level of one patient journey, connects them to booking, treatment, continuation and unused capacity, and gives an operator a way to test what to change. It also establishes whether conversion is the constraint that should govern the next decision at all: the same evidence is used to read demand and deliverable capacity against the same period, so a conversion answer is a conclusion rather than an assumption, and a demand or capacity answer is an equally valid result.

What is perishable treatment capacity?

Perishable treatment capacity is a treatment opportunity that permanently loses its revenue potential when the available provider, room or device time passes unused. The difference between the capacity a clinic can feasibly deliver and the demand expected to complete in a defined period is its capacity gap, and that gap is what Wild Wisdom helps Operations assess.

How is Wild Wisdom different from an EMR, a CRM, a booking system, marketing automation or an analytics platform?

Compare tools by the work your clinic needs them to perform, not by category name; features overlap, and an existing system may already meet the need. An EMR or practice-management system holds the clinical record and what was done; a CRM or marketing automation manages contacts and messages; booking software holds appointments; a treatment recommender proposes a treatment; marketing analytics measure leads to consultations; a BI or analytics platform unifies those sources and reports them, increasingly with an assistant that answers questions about them. Wild Wisdom should be evaluated for a different job: arbitrating which of demand, conversion or deliverable capacity should govern the next decision on one treatment line, recording what the patient said was in the way beside the clinician's own recommendation and what happened next, stating what would change that conclusion, and closing the decision as continue, change or stop with the record sealed and append-only. Reporting three numbers and choosing between them are different jobs; an analytics platform can be the source of the aggregates Wild Wisdom reads. It does not replace appointment booking or message delivery, and it never generates a clinical recommendation, a predicted result or a confidence score. Its public demonstration is synthetic and is not comparative performance evidence.

The engagement

What is the scoped investigation, and what happens in it?

It is Wild Wisdom's engagement, and the only one: one treatment line, one primary location, one consequential decision. It is bought before a consequential commitment of marketing spend, treatment rollout, staffing, capacity or equipment, to establish which constraint should govern that commitment. First the baseline: at least twelve complete weeks of buyer-approved aggregate evidence, reconciled, with any disagreement against the clinic's own systems recorded. Then the constraint read: demand, conversion and deliverable capacity assessed against the same period, with what is known, what the evidence does not tell you, and what would change the conclusion stated together. Then, only if a measured test is warranted, a measurement period defined as part of the investigation — and where conversion binds and the stated friction has a response the clinician has already approved, one is tested: a Decision Story, Outcome Confidence or Flex Access, with each journey followed through booking, treatment and continuation. Where demand or deliverable capacity binds, no intervention is recommended and none is run. Differences between groups are described rather than tested and no causal claim is made. It closes with an executive decision record and a decision: continue, change or stop, with the constraint and the retest trigger stated. No intervention, and insufficient evidence, are legitimate outcomes rather than failures.

What does Wild Wisdom measure?

On the operating side, from buyer-approved aggregates: consultations attended, clinician-approved plans, treatments booked, treatments completed, continuation, and the deliverable, booked and completed treatment minutes that make a capacity reading possible. On the patient side, where conversion is implicated and only for consultations a clinician has already recommended: what the patient hoped for, what they said was in the way from a fixed set of eight reasons, how confident they felt about deciding before and after, what their provider recorded, and what they decided. It does not measure clinical appropriateness, and it does not score a patient. A clinical decline is recorded as a clinical decision and is never counted as a lost conversion.

Does Wild Wisdom require EMR integration?

No. No integration with an EMR, CRM or booking system is required for the initial engagement. It works from agreed operating exports and current booking and capacity totals supplied by the clinic, with aggregate updates during any measured test period. No patient names or contact details are required at any point; a live pilot’s Decision Room answers and outcome photographs require agreed safeguards before any real record is accepted.

Authority & safeguards

Does Wild Wisdom automatically contact patients or change prices?

No. Wild Wisdom supplies decision support. The clinic retains control of eligibility, pricing, outreach, bookings and treatment delivery, and every recommended action is approved by your team before anything happens.

How does Wild Wisdom avoid unnecessary discounting?

By separating the capacity likely to fill naturally from the capacity likely to expire, and by sizing any response to the smaller of the two. A minimum effective release is the smallest controlled quantity of capacity made available through an approved intervention to address an expected gap. A stop threshold is the point at which further intervention may create more discount leakage or displaced full-price demand than additional contribution. Discounting is not required; the clinic sets every commercial term.

Does Wild Wisdom make clinical recommendations?

No. The clinician determines clinical appropriateness and records their recommendation in their own words. Wild Wisdom shows the patient what their provider recorded, and never generates a recommendation, a predicted result or a confidence score.

Location A, B and C are illustrative models. None has been assessed, none is a customer, and choosing a number of locations changes only which part of this scene is in view.

07 / Your operation

Your next move
deserves a reason.

Bring the decision you are carrying.

Continue to the enquiry.
Your selections remain editable.