Readiness Assessment Framework

Enterprise readiness is not a binary state. It is a spectrum measured across five dimensions: executive sponsorship (does leadership actively champion the initiative or merely approve the budget?), technical infrastructure (does the organization have the identity management, data classification, and network architecture to support AI tools?), workforce capability (does the team have baseline AI literacy or will training start from zero?), process maturity (does the organization have documented workflows that can be automated, or is everything ad-hoc?), and change capacity (is the organization already in the middle of three other transformation initiatives?).

Each dimension is scored 1-5. An organization that scores 4+ on all five is ready for aggressive rollout. An organization that scores 2 on change capacity — because they just finished a CRM migration and a reorg — needs a slower timeline regardless of how strong the other dimensions are. Readiness assessment prevents the most common rollout failure: deploying at the wrong pace for the organization's absorption capacity.

1. 1. Score Each Dimension Interview stakeholders across leadership, IT, and end-user groups. Score each dimension 1-5 based on evidence, not aspiration. "We plan to have SSO by Q3" is a 2, not a 4.
2. 2. Identify Blockers Any dimension below 3 is a blocker that must be addressed before broad rollout. Executive sponsorship below 3 means the initiative will be defunded at the first budget review. Technical infrastructure below 3 means compliance will block deployment.
3. 3. Set the Pace Average score 4+: aggressive rollout (12-week timeline). Average 3-4: standard rollout (20-week timeline). Average below 3: readiness-building phase before rollout begins.