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AI Readiness Assessment

Assessment objective

Determine whether the organization has the technology, data, process, and governance foundations required for an AI initiative.

Assessment areas

Area

Evaluate

Strategy

Business objective and ownership

Processes

Workflow maturity

Data

Availability and quality

Technology

Systems and APIs

Security

Access and controls

People

Ownership and capabilities

Readiness questions

Strategy

  • Is there a measurable objective?

  • Is an executive owner identified?

Process

  • Is the workflow clearly defined?

  • Are exceptions understood?

Data

  • Is required data accessible?

  • Is the data reliable enough?

Technology

  • Can required systems exchange information?

  • Are APIs or integration methods available?

Governance

  • Are access boundaries defined?

  • Are sensitive data requirements understood?

Readiness levels

1 — Limited

Significant foundational gaps.

2 — Developing

Some required capabilities exist.

3 — Ready

Core requirements are available.

4 — Scalable

The environment can support broader deployment.

Assessment output

The assessment produces:

  • Readiness score

  • Identified gaps

  • Priority opportunities

  • Technology dependencies

  • Recommended next steps

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