AI succeeds or fails on data quality, governance, and architecture, not model choice. A focused 4–6 week enterprise AI readiness assessment gives you an evidence-based baseline, a prioritized use-case list, and a clear view of implementation risk.
The gap is rarely the model. It's fragmented data, legacy architecture, unclear governance, and no agreed way to prioritize use cases, the fundamentals of business AI readiness. These gaps are invisible during a pilot, and expensive the moment you try to scale.
Time to first use case in production
4–6 week baseline, sequenced 12-month roadmap
Use case selection
Evidence-based, scored on feasibility and ROI
Data & governance gaps
Identified upfront, before capital is committed
Executive visibility
One board-ready report, clear investment case
Investment risk
Risk reduced before further spend
Best fit if you're planning AI investment in the next 6–12 months, already run 2+ pilots that haven't scaled, or need a board-ready case before committing budget. If that sounds familiar, structured AI readiness consulting is the fastest way to de-risk the decision.
Understand the business, the stack, and where AI already touches the organization.
Score readiness against the framework and identify the highest-value opportunities.
Turn findings into a sequenced plan and a board-ready report.
A predictable, low-friction schedule. Most enterprises complete the engagement in five weeks. We ask for roughly 12–16 short sessions from your team — most are 30–90 minutes and scheduled around availability. The heavier analysis work is carried by NeenOpal.
Six structured steps, one continuous evidence trail, every finding in the final report traces back to something we heard, read, or measured.
Structured interviews across leadership, data, engineering, and the business functions in scope.
An AI readiness audit of your documentation, metrics, and platforms — validating what interviews surface with evidence.
Evidence-based scoring across the 6 readiness pillars, benchmarked against enterprise practice.
Every high-impact gap mapped to cost, investment risk, and remediation effort.
A 12-month phased plan — quick wins, strategic builds, scale — with dependencies flagged.
Live readout with leadership, plus the full board-ready written report.
NeenOpal delivers AI assessment services and AI adoption readiness consulting for enterprises across three continents — grounded in enterprise AI strategy work, data readiness consulting, and full AI transformation delivery.
Every engagement scores your organization against the same structured AI readiness assessment framework, not a checklist, a benchmark.
Quality, lineage, and accessibility of the data your AI would run on.
Whether your infrastructure can support AI workloads at scale.
Model risk, security, privacy, and compliance controls.
Whether your AI priorities map to business value.
Ownership and process for building, deploying, and monitoring AI.
Whether AI knowledge lives in a few people or across the org.
Direct answers to the concerns that matter before committing time and budget.
Yes. We sign an NDA before discovery begins. NeenOpal is ISO 27001 certified and SOC 2 Type II attested; findings, data samples, and the final report are shared only with the stakeholders you name.
No. The assessment establishes a baseline wherever you are today. Many clients start before their first production use case — that's precisely when readiness findings are cheapest to act on.
The engagement runs 4–6 weeks depending on organization size and the number of business units in scope. Pricing is fixed-fee and confirmed after a 30-minute scoping call — no open-ended consulting meters.
No. Recommendations are vendor-neutral. Our AWS, Microsoft, and Tableau partnerships inform the assessment but never bias it — build-vs-buy and platform fit are evaluated per use case against your existing estate.
A live executive readout with your leadership team, then the roadmap is yours: actionable by your in-house team, any implementation partner, or NeenOpal. There is no obligation to continue with us.
Ready to begin — scope the engagement and set a start date.
Not sure yet — talk through fit, timing, and cost with a consultant.
See the deliverable first — a redacted example of the full report.
Technical questions on stack, security, or integration — go direct.
Takes two minutes to request. We'll reach out within one business day to arrange a short scoping call and confirm your kickoff.