--- title: How to Run Your AI Readiness Assessment in One Workshop description: Run a 7-dimension enterprise AI readiness assessment in one 2-hour workshop. Free fillable scorecard, run-of-show, scoring bands, and a 90-day plan. image: https://ontracsolutions.net/hubfs/AI-Generated%20Media/Images/Corporate%20Meeting%20with%20Sticky%20Notes%20and%20Scorecard%20Grid.png --- [Skip to Content](https://ontracsolutions.net/en/news/how-to-run-ai-readiness-assessment-workshop#body) [![Link](https://ontracsolutions.net/hubfs/Ontrac%20Solution%20Landing%20Page/Link.svg "Link")](https://ontracsolutions.net/) Toggle Menu - [Home](https://ontracsolutions.net) - [Services](https://ontracsolutions.net/services) Toggle children for Services - [Agentic AI & Autonomous Systems](https://ontracsolutions.net/agentic-ai-and-autonomous-systems) - [Cloud Architecture & Automation](https://ontracsolutions.net/cloud-architecture-and-automation) - [Staff Augmentation](https://ontracsolutions.net/staff-augmentation) - [Product Design & Engineering](https://ontracsolutions.net/product-design-engineering) - [Elite Technical Talent](https://ontracsolutions.net/elite-technical-talent) - [Engineering Talent](https://ontracsolutions.net/engineering-talent) - [HubSpot Services](https://ontracsolutions.net/hubspot-services) - [Professional Services](https://ontracsolutions.net/professional-services) - [Innovation Hub](https://ontracsolutions.net/innovation-hub) - [Solutions](https://ontracsolutions.net/solutions) Toggle children for Solutions - [Scout | Remote Hiring Defense](https://ontracsolutions.net/scout-remote-hiring-defense) - [AI](https://ontracsolutions.net/genai) - [Cloud Solutions](https://ontracsolutions.net/cloud-solutions) - [Data Analytics](https://ontracsolutions.net/data-analytics) - [FinOps](https://ontracsolutions.net/finops) - [Product Design & Development](https://ontracsolutions.net/product-design-development) - [About](https://ontracsolutions.net/about-us) - [News](https://ontracsolutions.net/en/news) - [Careers](https://ontracsolutions.net/careers) - [Contact us](https://ontracsolutions.net/contact-us) [back to blog](https://ontracsolutions.net/en/news) [Agentic AI](https://ontracsolutions.net/en/news/topic/agentic-ai) # How to Run Your AI Readiness Assessment in One Workshop Read Time **13 mins** | Written by: Vinayak Bhagat [mailto:?subject=How%20to%20Run%20Your%20AI%20Readiness%20Assessment%20in%20One%20Workshop&body=https%3A%2F%2Fontracsolutions.net%2Fen%2Fnews%2Fhow-to-run-ai-readiness-assessment-workshop](mailto:?subject=How%20to%20Run%20Your%20AI%20Readiness%20Assessment%20in%20One%20Workshop&body=https%3A%2F%2Fontracsolutions.net%2Fen%2Fnews%2Fhow-to-run-ai-readiness-assessment-workshop) ![A facilitator leading an AI readiness assessment workshop, scoring dimensions at a sticky-note board while a team fills out worksheets](https://ontracsolutions.net/hubfs/AI-Generated%20Media/Images/Corporate%20Meeting%20with%20Sticky%20Notes%20and%20Scorecard%20Grid.png) AI Readiness · Workshop · 2026 Playbook You don't need a three-month consulting engagement to find out whether your organization is ready for AI. You need the right people in one room for two hours, a structured scorecard, and the discipline to write down what you find. **A focused workshop turns "are we AI-ready?" from an open-ended worry into a number, two named gaps, and a 90-day plan — in an afternoon.** This is the practical companion to our [7-dimension AI readiness framework](https://ontracsolutions.net/en/news/enterprise-ai-readiness-assessment-2026-framework). That piece explains *what* to measure; this one is the run-of-show for actually measuring it. It comes with a free scorecard worksheet you can print and fill in live. Free Download **The AI Readiness Scorecard Worksheet.** A **fillable, self-scoring PDF** — one page, all 7 dimensions. Click to score each 1–5 and it **adds up your total and reads your band automatically**; type your notes and owner right on screen, or print a copy for every participant.   The Problem ## Most AI Readiness Assessments Never Finish — or Never Start Two failure modes keep organizations from ever getting an honest readiness baseline. The first is **analysis paralysis**: a readiness review becomes a months-long document exercise, owned by no one, that ages out before it concludes. The second is the opposite — **it simply never happens**, because "assess readiness" has no obvious first step, so the team skips to buying tools and discovers the gaps the expensive way. The fix for both is the same: **time-box it.** A readiness assessment is not a research project; it is a structured conversation among people who already know the answers. Put them in a room, score seven dimensions together, and the disagreements in the room *are* the findings. Two hours beats two months. The Workshop ## The Two-Hour Run-of-Show Block two hours. Invite six to ten people. Hand out the worksheet. Here is the agenda that consistently produces a usable baseline. | Time | Segment | What happens | | --- | --- | --- | | 0:00–0:15 | Frame | Set the rule: we are scoring the organization, not defending it. Honesty beats optimism. | | 0:15–1:15 | Score the 7 dimensions | ~8 min each. Everyone scores 1–5 privately on the worksheet, then reveal at once. | | 1:15–1:35 | Mine the disagreements | Where scores split 2 vs. 5, dig in. That gap is the real finding, not the average. | | 1:35–1:50 | Tally & read the band | Sum to a score out of 35. Read the band. Identify the two lowest dimensions. | | 1:50–2:00 | Assign & commit | Name an executive owner and a date to re-score. No owner, no outcome. | Larger or more distributed organizations can run this as a half-day with a short pre-read; the structure is identical. ### Who to invite (and who not to) The single most common mistake is making this an IT meeting. Readiness is organizational, so the room has to be. Aim for: an **executive sponsor** (or proxy), **data/IT**, one or two **line-of-business operators** who would actually use the AI, someone from **risk/legal or security**, and a **neutral facilitator** who scores nothing and keeps time. Eight people who see the business from different angles will out-diagnose any solo analyst. ### Score privately, then reveal Have everyone write their 1–5 for a dimension *before* anyone speaks, then show scores simultaneously. This stops the most senior voice from anchoring the room and surfaces the honest spread. A dimension where the CIO scores a 4 and the operators score a 2 has just told you exactly where the work is. What You're Scoring ## The 7 Dimensions, in One Glance The worksheet carries the full prompts; here is the quick reference. Score each 1 (no capability) to 5 (institutionalized and measured). For the depth behind each, see the [framework article](https://ontracsolutions.net/en/news/enterprise-ai-readiness-assessment-2026-framework). | # | Dimension | A 5 looks like… | | --- | --- | --- | | 1 | Strategy & business case | Each initiative tied to a named P&L outcome and metric. | | 2 | Leadership & operating model | A named exec sponsor; clear decision rights and funding. | | 3 | Data readiness | Clean, governed, accessible data that people trust. | | 4 | Talent & AI literacy | Defined roles plus org-wide literacy, not a few enthusiasts. | | 5 | Governance, risk & ethics | A usage policy, a steering committee, weekly cadence. | | 6 | Process maturity | Core workflows documented, instrumented, change-ready. | | 7 | Culture & change readiness | Teams adopt new workflows; experimentation is rewarded. | Reading the Result ## Score Out of 35 — Then Pick Two | Score | Band | Your next move | | --- | --- | --- | | Below 22 | Not yet ready | Build foundations before any full rollout. This is a roadmap, not a no. | | 22–30 | Roadmap zone | Where most land. Pilot while closing the two lowest dimensions. | | 31 and above | Ready to pilot & scale | Foundations are in place; move to scaled deployment with guardrails. | Whatever the total, the action is the same shape: take your **two lowest dimensions**, set a target metric for each, and close them over the next quarter — the 90-day rhythm laid out in the framework. Then re-run this same workshop and watch the number move. Facilitation ## Four Ways the Workshop Goes Wrong Mistake 1 ### Only IT in the room You'll get a precise read on data and infrastructure and a blind spot on strategy, talent, and culture. Readiness is cross-functional or it's wrong. Mistake 2 ### Scoring out loud, in seniority order The first number anchors everyone else. Score privately on the worksheet, reveal together, and protect the honest spread. Mistake 3 ### Debating definitions instead of scoring Don't relitigate what "governance" means. Use the worksheet's cue, score your gut, and spend the time on the gaps the scores expose. Mistake 4 ### Ending without an owner or a date A baseline nobody owns is trivia. Leave the room with a named executive on the two lowest dimensions and a date to re-score. Before vs. After ## Opinion vs. a Baseline You Can Act On | Dimension | Before the workshop | After the workshop | | --- | --- | --- | | Readiness | A vibe ("we're probably behind") | A number out of 35 and a band | | Gaps | Everyone's pet theory | The two lowest dimensions, agreed | | Ownership | Diffuse | A named executive and a re-score date | | Time spent | Months, or never | Two hours | Where Ontrac Comes In ### Bring a Facilitator, Leave With a Plan You can run this yourself with the worksheet above. When you want a neutral facilitator and a remediation plan that holds up, Ontrac runs the session end to end: - **Generative AI consulting** — facilitate the assessment, then turn the two lowest dimensions into a costed 90-day plan - **Data & Analytics** — close the data-readiness gap that caps most scores - **FinOps & financial intelligence** — the governance and cost guardrails for the pilots that follow - **Staff augmentation** — the talent to execute, via our Chicago + Karachi delivery centers. Weighing your options? See [staff augmentation vs. managed services vs. consulting](https://ontracsolutions.net/en/news/staff-augmentation-vs-managed-services-vs-consulting) Download the worksheet, run your session, and bring us the score. [Book a Facilitated AI Readiness Workshop →](https://ontracsolutions.net/contact-us) Sources ## References - Ontrac Solutions — *The Enterprise AI Readiness Assessment: A 2026 Framework* (the 7-dimension model) - Ontrac Solutions — *How to Audit Your SaaS Tech Stack for AI Readiness* (the technical companion) - Deloitte — *State of AI in the Enterprise, 2026*; Kyndryl — *2025 Readiness Report*; Gartner — AI project failure research This article is for general informational purposes only and does not constitute legal, financial, tax, or accounting advice. Consult appropriately qualified advisors before acting. ## Framework Will Help You Grow Your Business With Little Effort. [Get Started](https://ontracsolutions.net/contact-us) ![](https://ontracsolutions.net/hubfs/Vinayak-img.jpg) [mailto:vinayak@ontracsolutions.net](mailto:vinayak@ontracsolutions.net) ##### Vinayak Bhagat HubSpot & Marketing Automation Specialist at Ontrac Solutions Share the Love [mailto:?subject=How%20to%20Run%20Your%20AI%20Readiness%20Assessment%20in%20One%20Workshop&body=https%3A%2F%2Fontracsolutions.net%2Fen%2Fnews%2Fhow-to-run-ai-readiness-assessment-workshop](mailto:?subject=How%20to%20Run%20Your%20AI%20Readiness%20Assessment%20in%20One%20Workshop&body=https%3A%2F%2Fontracsolutions.net%2Fen%2Fnews%2Fhow-to-run-ai-readiness-assessment-workshop) You May Like These ## Related Articles ![A small IT operations team in a modern office looks at a wall screen that reads The Three Autonomy Tiers, the framework for deciding which runbooks an AI agent may run unattended](https://ontracsolutions.net/hs-fs/hubfs/AI-Generated%20Media/Images/agentic-ai-autonomous-it-ops-three-autonomy-tiers-featured-2to1.jpg?width=700&name=agentic-ai-autonomous-it-ops-three-autonomy-tiers-featured-2to1.jpg) Agentic AI ### [Agentic AI for Autonomous IT Operations: What an Agent May Close on Its Own](https://ontracsolutions.net/en/news/agentic-ai-autonomous-it-operations) Which IT operations work can an AI agent run without a human? 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