AI Readiness Consulting
AI readiness scoring across data quality, metric consistency, governance, pipeline reliability, and AI ready architecture. The score and the fix.
What this service covers
- AI readiness consulting
- AI readiness assessment
- AI readiness score
- data readiness for AI
- AI maturity assessment
- enterprise AI consulting
Proof: client outcomes from this practice
- We recovered $4.8M a year in misrouted claims by lifting member match accuracy from 75 to 94 of every 100 records, restarting three stalled ML pilots. , Express Scripts
- We consolidated 14 regional patient encounter definitions into one standard in 11 weeks, cutting reconciliation labor costs by $2.1 million. , Kaiser Permanente
Frequently asked questions
What is the difference between AI readiness and a data foundation engagement?
AI readiness is the assessment. Data foundation work is one of the fixes. Many AI readiness engagements lead to data foundation work, but not always.
How long does AI readiness take?
30 days for the assessment. 90 days to close the highest-priority gaps in most cases. Output: a 15-page written report with score, evidence, and a 90-day plan.
Can we skip AI readiness if we already have AI projects running?
You can. Most stalled AI projects were missing one or more of the five readiness dimensions. The Express Scripts case study (member match accuracy 75% to 94%, $4.8M a year recovered) is what this work looks like in practice. Three stalled ML pilots revived once readiness gaps closed.
Do we need cloud / Snowflake / Databricks before AI?
Sometimes. Often the right move is to fix what you have before adding a platform. We tell you the truth on the readiness call.
Will this produce a written report?
Yes. A 15-page report with score, evidence, and 90-day plan. If you qualify, the assessment is at no cost.
What is the difference between AI readiness and AI strategy?
AI readiness asks: can our data and process support AI? It's grounded, technical, and produces a 90-day plan. AI strategy asks: what AI use cases should we pursue? It's more abstract, often vendor-influenced, and produces a deck. Readiness comes first.
Request the 30-day Analytics Truth Audit to scope this engagement for your environment.