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Galahad AI

Know what to protect
from the machine.

Every role contains work that should be automated, work that should be augmented, and work that must stay human. The ikigAI diagnostic scores each task against four irreducibly human traits and tells you which is which.

Book a diagnostic session →About the 4H
ikigAI
Used in board-level AI strategy engagements. Two minutes per task. Deployable across teams.
HEREHEARTHUNGERHUNCHHUMAN
The 4H Framework

Four traits AI simulates
but cannot hold.

Presence, empathy, drive, and instinct are not computational. They are biological, embodied, and earned through experience. The 4H framework identifies these traits so organisations can make deliberate investment decisions about their workforce.

HERE

Presence is not just showing up. It is accountability — the willingness to be in the room when it matters, to carry the weight of a decision rather than delegate it to a system. When stakes are real and felt, a human needs to be here.

HEART

Empathy is not sentiment analysis. It is the weight of giving a damn — understanding not just what someone says, but what they cannot say. Heart means the outcome changes when the person doing the work actually cares.

HUNGER

Drive cannot be prompted. Curiosity cannot be fine-tuned. Hunger is the internal force that makes someone stay with a problem longer than is rational, try an approach nobody asked for, or refuse to accept good enough. It is wanting something.

HUNCH

A hunch is not a guess. It is compressed experience — pattern recognition that fires before the conscious mind can explain why. It is the strategist who knows something is off before the data confirms it. Judgement before justification.

The Intersections

Where compound capabilities
emerge.

When two traits activate together, they produce capabilities no model replicates: taste, judgement, vision, leadership. These intersections are where your highest-value human work lives.

Taste

HunchHeart

The ability to feel what is right — not just functionally, but aesthetically and emotionally. Taste is subjective conviction informed by deep pattern recognition and genuine care for the audience.

Judgement

HunchHere

The capacity to make a call under uncertainty while carrying the consequences. Judgement combines pattern-based instinct with the accountability of being present for the outcome.

Passion

HeartHunger

What happens when caring meets drive. Passion is not enthusiasm — it is the sustained force that emerges when someone is both deeply invested in the people affected and internally compelled to push forward.

Vision

HungerHunch

The ability to see what does not yet exist and want it badly enough to build it. Vision combines instinctive pattern recognition with the relentless drive to pursue what others have not yet noticed.

Leadership

HereHeart

Being present and caring about the people in the room. Leadership is not a title — it is the combination of showing up with stakes and genuinely investing in others' outcomes.

Commitment

HereHunger

Staying when it gets hard. Commitment is presence plus drive — the refusal to outsource accountability when the work demands persistence and the willingness to remain in the arena.

The Spectrum

Not every task needs
the same answer.

The diagnostic maps each task to one of five recommendations — from full automation to absolute protection. The answer depends on how many human traits the work activates.

LET GO0 traits active
100% machine

Automate this entirely. Free humans for human work.

e.g. “Generating monthly expense reports”

AUGMENT1 trait active
75% machine25% human

AI leads. Human reviews.

e.g. “Drafting first-pass social media copy”

AUGMENT+2 traits active
50% machine50% human

Human leads. AI assists.

e.g. “Reviewing client proposals before send”

OWN IT3 traits active
25% machine75% human

This work stays human. Invest in the people who do it.

e.g. “Delivering a redundancy conversation”

PROTECT4 traits active
100% human

All four traits firing. Do not let the efficiency argument near it.

e.g. “Making the call on a risky creative direction”

The Diagnostic

Two minutes per task.
One actionable recommendation.

01

Define the task

Any task, role, or decision. “Writing a redundancy letter”, “Making a pricing call”, “Reviewing creative work”. Be specific.

02

Score against the 4H

Rate each trait 1-5. Does this work require physical or emotional presence? Genuine empathy? Intrinsic drive? Instinct that cannot yet be articulated?

03

Receive a clear recommendation

Let Go, Augment, Augment+, Own It, or Protect. Each recommendation maps to a specific investment decision: where to deploy AI, where to upskill, and where to ring-fence human capability.

Book a diagnostic session →
FAQ

About the diagnostic.

What is the ikigAI?
A diagnostic framework that scores tasks against four irreducibly human traits — Here, Heart, Hunger, and Hunch — and produces a clear automation/augmentation/protection recommendation. Built for AI strategy, workforce planning, and role redesign.
How long does the diagnostic take?
Two minutes per task. Fifteen minutes to map a full role across 8-10 tasks. The output is immediate and shareable.
How is data handled?
All scores are anonymous by default. Email capture is optional and GDPR-compliant. Aggregate data builds cross-industry benchmarks. Individual responses are never shared.
Can we deploy this across an organisation?
Yes. Galahad Group deploys the ikigAI diagnostic at team, department, and organisation scale as part of AI strategy engagements. Results aggregate into workforce-level automation/protection maps.
Start Now

Score a task.
Map a role.

We run the ikigAI diagnostic as part of every AI strategy engagement. Tell us what you are solving and we will scope the right approach.

Book a diagnostic session →
Galahad
AI that knows its place. · Founded by Ross Barnes
hello@galahadgroup.co.uk
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