AI Readiness Assessment

Know Where to Start with AI

Leadership clarity before AI investment.

AI is already entering daily work through productivity platforms, public tools, and employee experimentation. At the same time, leadership is being asked to evaluate new AI investments, data requirements, policies, and use cases.

The NSI AI Readiness Assessment gives leadership a practical view of where AI is being used, where risk or readiness gaps exist, which opportunities deserve attention, and what should happen next.

Turn AI Questions Into Clear Decisions

See the Current State

Understand how AI is being used across departments, tools, workflows, documents, and data.

Identify What Needs Attention

Surface gaps in governance, security, data protection, technology, information readiness, training, and ownership.

Decide Where to Move First

Prioritize practical use cases, identify what each one requires, and determine which opportunities are ready for a pilot versus which need more preparation.

Seven Areas That Shape AI Readiness

The assessment looks beyond technology. We evaluate the leadership, governance, data, security, workflow, and workforce conditions that determine whether AI can create reliable and measurable value.

01

Strategy & Leadership

Is there clear ownership, direction, and alignment around AI?

02

Governance & Policy

Are there practical rules for approved tools, acceptable use, and decision-making?

03

Security & Data Protection

Can AI be used without exposing sensitive or restricted information?

04

Technology Readiness

Can the current environment securely support the intended AI capabilities?

05

Document & Data Readiness

Is the information AI needs trusted, accessible, owned, and current?

06

Use Case Readiness

Are there clearly defined problems with owners, required data, and measurable outcomes?

07

Training & Adoption

Do employees understand how to use AI safely and effectively?

A Good AI Project Starts Before the Technology

AI should not begin with a product demo or platform decision. During discovery, NSI looks at how work is performed today, what information the workflow depends on, where that information lives, whether it is sensitive, and how the organization would measure success.

01

Business Problem / Workflow

02

Owner

03

Data & Documents Required

04

Sensitivity & Access

05

Trusted Sources & Refresh

06

Success Criteria

PILOT

Technology / Pilot

This helps leadership avoid investing in technology before the problem, data, ownership, and expected result are clearly understood.

Structured for Results. Simple for Your Team.

Typical engagement: 2–3 weeks
01

Intake Survey

A baseline questionnaire captures current AI usage, workflows, data, policies, technology, and department opportunities.

02

Stakeholder Discovery

Focused interviews with leadership, IT, and selected departments uncover how work is actually performed and where AI may create value.

03

Environment & Readiness Review

NSI reviews the information gathered across the seven readiness areas and validates key findings.

04

Scoring & Prioritization

Readiness categories are scored and risks, data needs, and candidate use cases are prioritized.

05

Executive AI Readiness Report

Leadership receives a structured report with findings, scores, recommended actions, and a practical roadmap.

06

Leadership Recommendation Session

NSI walks leadership through the findings and helps determine what should move forward, what needs preparation, and what should be deferred.

From intake to leadership recommendation, the process is designed to create clarity without requiring a major IT project just to participate.

One Executive Report. Clear Decisions.

The final report turns survey responses, stakeholder discovery, and readiness analysis into an actionable leadership plan.

NSI Digital

AI Readiness Report

Readiness ScorecardIllustrative
Strategy & LeadershipDeveloping
Governance & PolicyEarly
Security & Data ProtectionModerate
Technology ReadinessModerate
Document & Data ReadinessDeveloping
Use Case ReadinessEmerging
Training & AdoptionEarly

30 / 60 / 90-Day Roadmap

30 Days
60 Days
90 Days
  • Executive SummaryWhere the organization stands and what that means.
  • AI Readiness ScorecardRatings across all seven readiness categories.
  • Current-State FindingsHow AI is being used today and what leadership should know.
  • Risks & Exposure AreasBusiness, security, data, governance, and operational concerns.
  • Priority Use CasesOpportunities ranked by value, risk, complexity, ownership, and readiness.
  • Document & Data ReadinessWhat information priority use cases depend on and what must be addressed first.
  • Recommended Adoption PathWhat should happen first, what can move in parallel, and what should wait.
  • 30 / 60 / 90-Day RoadmapSpecific actions leadership can assign and track.

Findings designed to drive action — not sit on a shelf.

Not Every AI Idea Should Move Forward

Candidate use cases are evaluated based on business value, data availability, data sensitivity, ownership, complexity, risk, and the ability to measure success.

Business ValueData AvailabilityData SensitivityOwnershipComplexityRiskSuccess Criteria

Quick Win

Useful, relatively low-risk opportunities that can move forward with limited preparation.

Controlled Pilot

Promising use cases that require defined ownership, approved tools, data review, success measures, and human oversight.

Longer-Term Opportunity

Valuable ideas that first require better data, integration, workflow definition, or organizational preparation.

Defer

Ideas where the risk, data condition, or decision impact makes implementation inappropriate today.

What an Assessment Can Reveal

Illustrative Example
Overall ReadinessDeveloping Trending toward a controlled pilot

Strength

Leadership supports a controlled AI pilot and has identified practical areas where AI may create value.

Readiness Gap

AI usage is occurring without consistent approved-tool guidance or a formal review process.

Data Finding

A priority workflow depends on manually combined information and requires clearer trusted-source definitions.

Priority Use Case

Attendance & Intervention Insights

Controlled Pilot
Recommended First Move

Establish practical AI guardrails while preparing the trusted data foundation for one measurable pilot.

Example output for illustration only — not a specific client engagement.

The Assessment Does Not Force a Technology Decision

The findings determine the next step. Sometimes that means launching a pilot. Sometimes it means fixing a data, workflow, policy, or ownership issue before investing further.

Governance

Approved tools, practical policies, employee guidance, and review processes.

Data Foundation

Data quality, integration, cloud modernization, trusted sources, and ownership.

Analytics

Dashboards, reporting, data models, and conversational analytics.

AI Pilot

A controlled implementation tied to a defined workflow and measurable outcome.

Prepare First

Address the prerequisite before adding technology or expanding AI investment.

Use cases should drive the technology path — not the other way around.

AI Direction Finder

Not Ready for the Full Assessment?

Start with the AI Direction Finder.

Answer a short series of questions about your AI goals, tools, workflows, data, and current operating model. You'll receive an AI Direction Brief with areas to examine and practical questions to answer internally.

Get My AI Direction Brief

The AI Direction Finder provides directional guidance and is not a replacement for the full AI Readiness Assessment.

Start with a Complimentary Evaluation

Schedule a 30-minute leadership conversation to discuss where your organization is today, what you are trying to accomplish with AI, and whether the AI Readiness Assessment is the right next step.

NSI Digital

AI readiness, data and cloud modernization, and strategic advisory for organizations preparing to build with AI.

A Division of Next Step Innovation

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