Readiness & Maturity Assessment

Turn ideas into an evidence-based AI roadmap—rank use cases by impact and effort, map data and integrations, and produce a 90-day plan to reach production with governance.

Insights & resources

Frequently Asked Questions
What is a data-driven AI roadmap?
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A quantified plan that ranks AI opportunities by value, feasibility, and risk—paired with a 90-day pilot path and governance.

What inputs do you need?
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KPIs, process metrics, cost drivers, existing systems, data sources/quality, risk posture, and constraints (e.g., compliance, teams).

How are use cases scored?
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We score by impact, effort, risk, and time-to-value; then layer in data readiness, integration complexity, and change-management needs.

How fast are results?
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Two weeks for a draft roadmap; 8–12 weeks for a production pilot of the top use case with measurable KPIs.

How do you handle security and compliance?
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Privacy-by-design, least-privilege access, audit logs, and policy checks. We align to enterprise standards and document controls.

Does the roadmap include staffing and budget?
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Yes—roles, skills, and a budgeted plan with options (build, buy, extend) and cost controls for models, data, and operations.