01
Intent
The strategic intent
The board's objective translated into actionable language, traced through to the decision.
The framework
TEAF — Temporal Enterprise Architecture Framework
A continuous loop, not a static document. TEAF is not a competitor to TOGAF, ITIL, COBIT or SAFe. It's a continuous orchestration layer on top of these frameworks — the engine that keeps them alive, with AI as an accelerator.
How the loop works
The eight components of the TEAF cycle
From strategic intent to learning, every cycle closes the loop back to the next intent — without interruption, without re-entry.
01Intent
02Capability
03Knowledge
04Decision
05Automation
06Execution
07Observation
08Learning
The detail
What each component does
The framework extends into eight operational patterns — AI Control Plane, Knowledge Backbone, Decision Fabric, Continuous Governance, Living ADR, Capability Graph, Digital Twin Loop, Enterprise Brain — detailed across the TEAF trilogy.
02
Capability
The capability engaged
The business, technical or compliance capability engaged to serve an intent.
03
Knowledge
The available knowledge
Data, past decisions, dependencies and constraints — a single source of truth.
04
Decision
The architecture choice
The choice made from available knowledge, formalized as a Living ADR.
05
Automation
The automated execution
The automated execution of a decision, supervised by the AI Control Plane.
06
Execution
The change produced
The change actually produced in the information system.
07
Observation
The measured gap
The measurement of the gap between the outcome achieved and the original intent.
08
Learning
The learning
The learning drawn from observation, fed back into the next intent.
Cross-cutting foundations
Six foundations, constant across every layer
They are not a stage of the program: they apply simultaneously to every component of the loop.
Secure
Zero Trust · IAM · GDPR · DR/BC plan
Govern
Architecture Review Board · Living ADR · Continuous Governance
Data Architecture
Knowledge Backbone · Data Mesh · Vector DB · RAG
Observe
SRE · SLI/SLO · Prometheus · Grafana
Sovereign
Control · Resilience · Hybrid cloud
Legal & Compliance
GDPR · EU AI Act · Audit · Tax
Digital Ecosystem™
Two operational engines
TEAF is embodied in two engines that cover the whole system, from strategic steering to augmented execution.
01
Architecture-Strategique-IA
Digital Platform & Intelligence
The foundation: aligns strategy, platform, AI, security, data and observability into a single system, following the TEAF method.
- Align
- Industrialize
- Automate
- Secure
- Data
- Observe
02
Intelligent Operations
Operational Execution & Human Augmentation
The execution: AI-augmented operations, skills transfer, center of excellence.
- Intelligent Operations
- AI-Assisted
- Knowledge Transfer
- Center of Excellence
Deployment
Four phases: Why, What, How, Who/When
Each phase produces concrete deliverables before the next one is engaged. No total, simultaneous overhaul of the information system.
Phase 12 to 4 weeks
Why
- TEAF mission charter
- Strategic scoping note
- Prioritized list of formalized Intents
Phase 24 to 8 weeks
What
- Initial Capability Map
- Knowledge Graph v0
- Architecture debt report (IDA)
Phase 32 to 6 months
How
- Target architecture & AI exoskeleton selection
- Agent specification & AI Control Plane
- Allocated compute budget
Phase 4Ongoing
Who/When
- Architecture Review Board & 5 TEAF roles
- First active Living ADRs
- Sequenced deployment calendar
Maturity model
Seven levels, from documentation chaos to the digital nervous system
Honestly positioning the starting point conditions everything else. The online diagnostic places your organization in six minutes.
0
Documentation Chaos
No reliable overview. Every decision starts from zero; knowledge lives in a handful of people's heads.
1
PowerPoint Architecture
Diagrams and doctrine exist on paper but don't drive real decisions.
2
Structured Architecture
Mapping and decisions are documented and kept up to date, but execution remains largely manual.
3
Instrumented Architecture
Decisions are tracked (ADR), deployments are tooled, first indicators are monitored.
4
Connected Architecture
Knowledge, decisions and execution are linked in a single system. Gaps are measured systematically.
5
Living Architecture
The intent → execution → observation → learning loop runs continuously, with governance built in.
6
Digital Nervous System
AI orchestrates most of the cycle under human supervision. The organization learns from every decision in near real time.
Guiding principles
Ten TEAF principles
01
Explicit Intent
Every architecture action starts from a formalized intent, traceable back to the board.
02
Decisional Continuity
An architecture decision is a flow, not a milestone: it is re-evaluated with every relevant new piece of information.
03
Total Traceability
Every technical component links to a documented decision, itself linked to an original intent.
04
Single Source of Knowledge
One living source of truth — the Knowledge Backbone — replaces parallel documentation.
05
Governed Automation
No agent, no pipeline, deploys a critical change without passing through the Decision Fabric.
06
Closed Loop
Observation and learning systematically close the cycle back to the next intent.
07
Continuous Governance
Compliance is assessed continuously, not through point-in-time audits.
08
Adaptive Granularity
The level of detail required adapts to the criticality of the capability, not a uniform standard.
09
Framework Coexistence
TEAF integrates with TOGAF, ITIL or COBIT without replacing them: it orchestrates their continuous execution.
10
Cognitive Sobriety
The complexity shown to a leader always stays below the real complexity of the system.
Where does your organization stand?
An initial conversation to position your maturity and define the roadmap.