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AI Assessment & Implementation

AI That Actually
Converts to ROI.

Understand where AI can truly improve your business — and where it shouldn't be used yet. We review your goals, processes, and data to find the best opportunities, risks, and next steps. You'll leave with a practical plan and the confidence to move forward.

729Ready-to-go client AI projects
1,297AI workflows in our library
30+Years of business consulting

Most AI Investments Don't Convert

Great tools. Weak conversion. ROI stays trapped upstream. The problem isn't the AI — it's the absence of an execution system that moves capability through the organization into measurable results.

🎯

Wrong Use Cases

AI gets deployed where it's exciting — not where it moves the needle. Without a disciplined prioritization process, the highest-ROI opportunities go untouched.

Cost: Wasted investment, no measurable lift
⚙️

No Workflow Redesign

AI tools get layered on top of existing processes rather than redesigning the workflows they're meant to improve. The result: new tools, same bottlenecks.

Cost: Adoption failure, capability leakage
🔒

Governance Gaps

AI without governance creates risk — data exposure, compliance issues, and decision-making errors that can compound quickly. Most firms have policies; few have active oversight.

Cost: Regulatory risk, reputational exposure

What You'll Receive

Our AI Assessment reviews your goals, processes, and data to find the best AI opportunities, risks, and next steps. You leave with clear recommendations and a practical implementation plan.

🔍

Opportunity Map

A prioritized map of where AI can create measurable value in your specific business — ranked by ROI potential, implementation complexity, and risk profile. No generic frameworks.

⚠️

Risk & Readiness Analysis

An honest assessment of where AI is not yet appropriate, where data gaps create risk, and what needs to be in place before moving forward. Protects you from costly mistakes.

🗺️

Implementation Roadmap

A practical, phased plan with clear ownership, milestones, and success metrics. Built around your operating rhythm, not a generic consulting template.

📐

Governance Framework

Structured AI governance: policy, oversight, escalation paths, and guardrails for AI-enabled teams. Built to protect the organization while enabling speed.

How the Assessment Works

Phase 01
Discovery
Weeks 1–2
  • Review strategic goals and growth priorities
  • Map core processes and workflows
  • Assess current data quality and availability
  • Interview key stakeholders across functions
Output: Current state baseline
Phase 02
Analysis & Prioritization
Weeks 3–4
  • Score AI opportunities by ROI and feasibility
  • Identify risks, data gaps, and governance needs
  • Benchmark against AI-forward peers
  • Rank initiatives by strategic impact
Output: Opportunity prioritization matrix
Phase 03
Roadmap & Governance
Weeks 5–6
  • Build phased implementation roadmap
  • Design governance structure and guardrails
  • Define success metrics and measurement cadence
  • Executive briefing and Q&A
Output: Action-ready AI playbook

Scale at Your Level of Readiness

Depending on where you are in your AI journey, we can help you build internal capability, access a broader practitioner ecosystem, or lead enterprise-scale transformation.

"AI ROI Association Consultant"

Build an AI Practice

729 ready-to-go client projects, portfolio publishing, builder sessions, weekly live calls, and a private peer group. Strong fit for leaders ready to bring AI into their client or team work.

"Operator"

Be an Expert AI Resource

1,297 AI workflows, 5 Black Belt Certifications, and a private peer group. Best for professionals who want credentials and a repeatable system for AI implementation across their organization.

"Transformation Expert"

Lead Enterprise Transformation

White-label training, dedicated marketing, sales enablement, and a full operations agency running 30/90/365-day transformation sprints. The done-with-you, enterprise-scale offer.

Your team bought the AI. So why isn't it working?

Before you invest another dollar in AI, find out where the real leaks are. These are the three patterns we see most often in mid-market B2B companies — and each one is a reason to start with an assessment rather than another pilot.

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"We've invested in AI tools. Nobody's really using them."

The licenses are purchased, the demos were promising, and the rollout announcement was made. But actual adoption is thin. Workflows haven't changed. And nobody wants to be the one to say it isn't working.

Cost: Sunk budget + widening gap on competitors who are actually executing
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"Our AI pilots work in demos. They die in the real world."

The lighthouse project was exciting for six weeks. Then the champion moved on, the old workflow crept back, and the result didn't stick. Pilot success doesn't compound into organizational capability.

Cost: Innovation fatigue, consultant skepticism, wasted momentum
🌀

"We're busy with AI initiatives. We can't tell which ones matter."

There's no shortage of activity — working groups, vendor pilots, prompt libraries. But without a bottleneck-first discipline, resources scatter and nothing compounds. You're in motion without momentum.

Cost: Organizational exhaustion without measurable progress
10×
Output on targeted AI workflows within 60 days
−60%
Time spent on manual, repetitive tasks
4 in 5
AI pilots fail due to culture, not technology
~8 hrs
Saved per person per week in the first sprint

"AI is revolutionizing workplaces — offering challenges and unprecedented opportunities. The question is whether you're positioned to capture them."

— Bill Dunnington, Dunnington Consulting
FAQ

AI Assessment — Frequently Asked Questions

The questions executives most often ask before running a formal AI Assessment.

What is an AI Assessment?
An AI Assessment is a 6-week executive diagnostic that reviews a company's goals, processes, and data to identify where AI can create measurable ROI and where it shouldn't be used yet. It delivers an opportunity map, a risk and readiness analysis, a phased implementation roadmap, and a governance framework — so leadership can move forward with clarity rather than guesswork.
How long does the AI Assessment take?
The full assessment runs over six weeks in three phases: Discovery (weeks 1–2), Analysis & Prioritization (weeks 3–4), and Roadmap & Governance (weeks 5–6). It concludes with an executive briefing and an action-ready AI playbook.
Who should take the AI Assessment?
It's designed for CEOs, CFOs, CHROs, COOs, and PE-backed leadership teams at private mid-market B2B companies who have invested in AI but aren't seeing conversion to ROI — or who want to invest in AI without repeating the mistakes most mid-market firms make.
What will I receive at the end of the assessment?
Four deliverables: (1) a prioritized opportunity map ranked by ROI, implementation complexity, and risk; (2) a risk and readiness analysis identifying where AI is not yet appropriate and what needs to be in place first; (3) a phased implementation roadmap with ownership, milestones, and success metrics; and (4) a governance framework covering policy, oversight, escalation paths, and guardrails.
What's the difference between an AI Assessment and an AI pilot?
A pilot tests a specific AI use case; an assessment tells you which use cases are worth testing in the first place. Most mid-market AI pilots work in demos and die in the real world because the wrong use cases were chosen and workflows were never redesigned. The assessment prevents that upstream.
What happens after the assessment?
Clients typically move into one of three next steps: a Lighthouse Project to execute the top-ranked opportunity over 90 days, a Fractional VP engagement to embed execution discipline, or the full Future-Fit Enterprise System to install the operating architecture across the business.
Can I try an AI Assessment online first?
Yes. A self-serve online AI Assessment is available at airoi.netgoodbusiness.com/AI Assessment and gives you a quick directional read before committing to the full six-week engagement.

AI Confidence Starts with an Honest Assessment.

Know where AI can move the needle — and where it can't yet. Leave with a practical plan and real confidence to move forward.