For Lincoln mid-market leaders. A structured diagnostic that surfaces where AI fits in your organization (and where it doesn't yet), before you commit to a rollout.
Text Rosey · Schedule a call →An AI readiness assessment is a structured diagnostic that evaluates whether your organization has the foundations in place to ship AI work in production.
A workable mid-market assessment covers seven areas: workflow inventory, data foundations, tool surface (sanctioned and shadow), governance state, regulatory exposure (NAIC IGD-H1, OCC, HIPAA, NITC 8-609), people readiness, and strategic alignment.
The output is a written readiness report with three sections: what's working, what's missing, and what should be done before, during, and after the rollout.
The point of an assessment isn't to score the organization. It's to surface what's missing before the rollout starts.
McKinsey 2025 found only ~6% of organizations qualify as AI high performers attributing 5%+ EBIT impact. The differentiator is workflow redesign — high performers are nearly 3x more likely to have fundamentally redesigned individual workflows.
Most stalled rollouts get stuck on something a competent assessment would have surfaced. SHRM 2026 found 67% of non-adopting organizations cite lack of awareness of AI capabilities as a barrier — meaning the readiness gap is often perceptual, not technical.
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