The CofasTree Framework

AI adoption needs roots before branches

Many AI initiatives fail because they start with tools rather than understanding the business. CompositeMethod AI starts with the organisation’s roots: people, expertise, workflows, data and documents.

Growth

productivity, capability uplift and measurable outcomes

Branch

Admin and reporting support

AI-assisted drafts, summaries and follow-up workflows with human review.

Branch

Admin and reporting support

AI-assisted drafts, summaries and follow-up workflows with human review.

Branch

Compliance workflow support

Source-grounded assistance for documentation, evidence capture and audit preparation.

Branch

Compliance workflow support

Source-grounded assistance for documentation, evidence capture and audit preparation.

Branch

Knowledge capture

Turn experienced judgement, decisions and context into more accessible operational knowledge.

Branch

Knowledge capture

Turn experienced judgement, decisions and context into more accessible operational knowledge.

Trunk

governance, review and operating rhythm

Root

People

The skilled teams who understand the real work and judgement calls.

Root

People

The skilled teams who understand the real work and judgement calls.

Root

Knowledge

Experience, standards, customer context and operational history.

Root

Knowledge

Experience, standards, customer context and operational history.

Root

Data and documents

The information AI workflows need to reference safely and usefully.

Root

Data and documents

The information AI workflows need to reference safely and usefully.

Root

Processes

The workflow reality that determines whether a use case is valuable.

Root

Processes

The workflow reality that determines whether a use case is valuable.

Why roots matter

Useful AI starts with business context

The strongest use cases come from understanding where skilled people lose time, where risk concentrates, and where knowledge is hard to access.

Why roots matter

Useful AI starts with business context

The strongest use cases come from understanding where skilled people lose time, where risk concentrates, and where knowledge is hard to access.

Workshop use

A practical lens for discovery

The framework helps teams map current workflows, score AI opportunities, define human-review points and identify safe pilot candidates.

Workshop use

A practical lens for discovery

The framework helps teams map current workflows, score AI opportunities, define human-review points and identify safe pilot candidates.

CompositeMethod AI

Practical AI for engineering and operations teams. Workflow-led, human-reviewed and commercially grounded.

Find the strongest roots of opportunity in your workflows.

© 2026 CompositeMethod AI. Human-centred AI adoption for technical businesses.

© 2026 CompositeMethod AI. Human-centred AI adoption for technical businesses.

AI consulting for engineering businesses · AI roadmap for SMEs

AI consulting for engineering businesses · AI roadmap for SMEs