POWER CONSULTANCY
STARTING POINT
10%
ALGORITHM
Isolated model
No integration
20%
DATA & TECH
Siloed infra
Vendor dependent
70%
PEOPLE · PROCESS · ORG CHANGE
Where the value actually lives - ignored by most
WEIGHTED SCORING GATE
USE CASE SELECTION · BIZ VALUE 35–45% · FEASIBILITY 25–35%
MATURE ENTERPRISE
STRATEGY
AI priority · P&L linked
Roadmap board-owned
3–5yr horizon · OKR-aligned
C-suite sponsor · Funded
INFRA
Scalable cloud + edge
No lock-in
GPU/TPU · MLOps pipelines
Observability · Auto-scaling
DATA
Centralised governed
Sovereign · Real-time ready
Data mesh · Lineage tracked
GDPR compliant · Feature store
GOVERN
Risk mgmt · Ethics + audit
EU AI Act compliance
Model cards · Bias testing
Explainability · Incident mgmt
TALENT
AI fluency · Upskilled org
Builders + users
AI guild · Prompt engineers
CoE · Continuous L&D
CULTURE
Innovation · Psychol. safe
The rarest asset
Fail fast · AI-first mindset
Trust · Curiosity · No blame
ChatGPT pilot
Unsupervised ML
Vendor API test
PoC #7
Shadow AI
STAGE 1 · NASCENT
STAGE 2 · DEVELOPING
Executive Enablement
L1 - Personal Fluency
Individual AI proficiency
L2 - Workflow Redesign
Process transformation
L3 - Team Leadership
AI-augmented leadership
L4 - Portfolio Governance
Enterprise AI value creation
PHASE 1
Diagnose
Discovery · Value ID
Process friction mapping
PHASE 2
Architect
Maturity assessment
TRL calibration
PHASE 3
Build
PoC → Production
MLOps from day one
PHASE 4
Scale & Govern
Enterprise-wide
ROI governance
AI STRATEGY
DEPLOYMENT
MULTI-AGENT ORCHESTRATION
STAGE 3 · MATURE
STAGE 4 · TRANSFORM.
STAGE 5 · LEADING
Maturity Radar
Strategy
Infra
Talent
Culture
Govern
Data
TRL MATURITY BRIDGE · THE VALLEY OF DEATH
TRL 1–3 · Lab PoC
⚠ VALLEY OF DEATH · TRL 4–6 · Where most fail
TRL 7–9 · PRODUCTION · Deployed · Proven
FEED Methodology - Converting lab insights to industrial evidence before capital commitment
INFRASTRUCTURE & PRODUCTION ECONOMICS
AI FEATURE
$30–90K
MVP · <10K DAU
$80–180K
PRODUCTION · 50K+ DAU
$200–450K
ENTERPRISE SCALE
$450K–$1M+
OPEN-SOURCE FIRST · NO VENDOR LOCK-IN · SOVEREIGN DEPLOYMENT · CUSTOMER-HELD KEYS · AIR-GAP CAPABLE · FULLY AUDITABLE
Your Data. Your Infrastructure. Your Ownership. Forever.