AI Roadmap at a Glance
The AI Strategy. Architected.™ framework for enterprise AI transformation — from initial foundation activities through advanced operational maturity. Click any activity to explore the methodology.
Governance-First · BCG 10-20-70 Principle · DMAIC Integrated
◁ Foundation Activities
Advanced Activities ▷
AI Strategy
Define the AI vision & strategic alignment
Assess organisational AI maturity
Establish continuous strategy refinement process
AI Value & ROI
Prioritise initial AI use cases
Define business value for initial use cases
Set up AI value monitoring & KPI dashboard
Establish an AI product portfolio
AI Organisation
Create an AI resourcing & RACI plan
Establish AI Centre of Excellence
Scale AI operating model across departments
AI People & Culture
Create an initial AI workforce plan
Set up process for role redesign & upskilling
Deploy AI Literacy for Leadership™ programme
Embed AI-first culture & change reinforcement
AI Governance & Ethics
Identify top AI risks & mitigation strategies
Define initial AI policies & impact assessments
Use AI literacy programmes for governance
Pilot AI governance tooling & monitoring
AI Engineering & Architecture
Establish build vs. buy evaluation framework
Select vendors for initial AI use cases
Design & embed AI UI/UX best practices
Stand up AI platform engineering & MLOps
AI Data & Analytics
Assess data readiness for initial AI use cases
Implement data readiness & classification plan
Implement data observability for AI systems
Cross-Cutting Frameworks & Compliance
DMAIC (Six Sigma)
ADKAR (Change Mgmt)
TOGAF (Architecture)
Algorithmic Impact Assessment
Treasury Board Compliance
Responsible AI
PMBOK (Project Governance)
Cynefin (Complexity)
OODA Loop (Decision Cycle)
BPMN (Process Modelling)
AI Toolkit — Quick Reference Cards
Affiliate links · Tools I use in practice
Wispr Flow
Voice-first prompt engineering · 3× dictation speed
→
Cal.com
AI-powered scheduling · Open-source booking platform
→
Granola
AI meeting notes · Automated action items & summaries
→
Dub
Link analytics & attribution · Conversion tracking
→
Source: AltNexus AI Core — Considered Intelligence™ Framework
Visual format adapted from Gartner AI Roadmap at a Glance (Gartner, Inc., 2025, CM_GTS_3355059). Used under fair-use commentary for educational benchmarking.
© 2026 AltNexus AI Core. All rights reserved. | Methodology: BCG 10-20-70 · DMAIC · ADKAR · TOGAF · OODA · BPMN
Visual format adapted from Gartner AI Roadmap at a Glance (Gartner, Inc., 2025, CM_GTS_3355059). Used under fair-use commentary for educational benchmarking.
© 2026 AltNexus AI Core. All rights reserved. | Methodology: BCG 10-20-70 · DMAIC · ADKAR · TOGAF · OODA · BPMN