--- title: AI Readiness url: https://threeventures.com/ai-readiness/ description: A four-week, fixed-fee assessment that turns your operational data into a prioritized AI roadmap - with an honest gap analysis your leadership can act on. updated: 2026-07-13 --- # Know exactly where your operation stands on AI before you spend a dollar **Working in Partnership with the Backbone of Our Economy - AI & Data** A four-week, fixed-fee assessment that turns your operational data into a prioritized AI roadmap - with an honest gap analysis your leadership can act on. **Engagement at a Glance** - **4 wks** — Fixed timeline, no scope creep - **Fixed fee** — All-in - **Day 1** — Roadmap delivered at engagement end - **0** — Ongoing commitment required [Schedule a Discovery Call](#tvContactForm) · [Download Overview](https://cdn-01.threeventures.com/website/prodb/downloadable/documents/catalogs/three-ventures-ai-readiness-service-overview.pdf?v=1783925780) **Backbone Industries:** Manufacturing · Logistics & Distribution · Construction · Supply Chain · Unions & Trades · Agriculture ## The Problem We Solve Most backbone operations are **ready to explore AI.** Very few are ready to deploy it. The gap isn't ambition - it's infrastructure, data quality, and organizational readiness. We find that gap before it becomes expensive. - **Data locked in disconnected systems** — From fleet telematics to warehouse management to job-site logs - the data exists, but it lives in silos. AI can't learn from data it can't reach. - **Operational data still trapped in paper and spreadsheets** — Shift logs, delivery manifests, inspection checklists, time cards - operations that run on paperwork can't feed a model, no matter how good the model is. - **No internal AI ownership** — Without a clear owner for data and technology, AI pilots stall after the vendor demo. Someone has to own the outcome - and right now, nobody does. - **Vendor-led roadmaps built around the vendor** — Software vendors sell what they sell. You need an independent view of what AI will actually move the needle in your specific operation. What we consistently see — Operations that skip the assessment spend **3–5×** fixing the wrong problem - **73%** — of AI pilots in backbone industries fail to reach production - data readiness is the #1 reason - **4 wks** — is all it takes to get a clear, actionable picture of where you actually stand - **Fixed fee** — is the cost of knowing - versus the cost of guessing and building the wrong thing ## Our Approach Three weeks of discovery. **One week of clarity.** We go deep on your operation - the systems, the data, the people, and the gaps - and come back with a roadmap your leadership can actually execute. 1. **Operational Discovery** — We visit your sites, interview your operations and IT leadership, and inventory every system that touches your operational data - from field devices and telematics to back-office ERP to spreadsheets on shared drives. · _Weeks 1–2_ 2. **Gap Analysis & Scoring** — We score your data quality, infrastructure maturity, and organizational readiness against the requirements of your highest-value AI use cases - whether that's route optimization, predictive maintenance, demand forecasting, or workforce scheduling. · _Week 3_ 3. **Roadmap Delivery** — We present a prioritized roadmap to your leadership team - with quick wins, sequenced investments, and an honest view of what's feasible in your operation versus what the vendors are promising. · _Week 4_ ## What You Get Six deliverables. **All actionable. All yours.** Everything we produce is designed to be used - by your leadership team, your IT staff, or your next implementation partner. - **AI Maturity Scorecard** — A structured assessment across five dimensions: data infrastructure, system integration, organizational readiness, governance posture, and AI use-case fit - calibrated to your type of operation. - **Operational Data Infrastructure Audit** — A detailed inventory of your data sources, systems, and connections - with a clear picture of what's usable for AI and what needs to be addressed first. - **AI Opportunity Map** — A prioritized view of AI use cases sized to your operation - with feasibility ratings for each and an honest view of the investment required to get there. - **Gap Analysis Report** — A plain-language summary of what's standing between your current state and your highest-priority AI use cases, with specific remediation steps. - **90-Day Quick-Win Roadmap** — Concrete actions your team can take in the next quarter - without major capital investment - to move the needle on AI readiness. - **Executive Presentation** — A board-ready summary of findings and recommendations, structured for leadership review and investment decision-making. ## Engagement Timeline Four weeks. **No surprises.** Fixed scope, fixed fee, fixed timeline. We've run this engagement across manufacturing, logistics, construction, and supply chain - and we know exactly what it takes. 1. **Discovery** _(Weeks 1–2)_ — Stakeholder interviews, site visits, systems inventory, data quality sampling, operational workflow review 2. **Analysis** _(Week 3)_ — Maturity scoring, use-case feasibility analysis, gap mapping, opportunity prioritization, roadmap drafting 3. **Readout** _(Week 4)_ — Executive presentation, roadmap delivery, Q&A session, recommended next steps ## Ideal For The right engagement **for your situation** This assessment works best when there's leadership curiosity about AI but no clear internal view of what's actually possible in your operation. - Operations with data spread across multiple disconnected systems - from field to back office - Leadership teams evaluating an AI investment and needing an independent view before committing - PE portfolio companies where the operating partner wants a fast, credible technology baseline - Organizations that tried an AI pilot that didn't deliver - and want to understand why before trying again - Operations preparing a board-level technology investment case and needing credible supporting data ### Engagement Details **Fixed Fee** — All Inclusive - **Duration:** 4 weeks - **Pricing Model:** Fixed Fee - **Site Visit Required:** Yes - Week 1 - **Deliverable:** Report + Presentation - **Client Time Required:** ~4 hrs / week - **Ongoing Commitment:** None required [Inquire About This Service](#tvContactForm) ## Ready to find out **where you actually stand?** Every engagement starts with a 30-minute call. No sales pitch - just a straight conversation about your operation and whether this is the right fit. [Schedule a Discovery Call](#tvContactForm) · [Download Service Overview](https://cdn-01.threeventures.com/website/prodb/downloadable/documents/catalogs/three-ventures-ai-readiness-service-overview.pdf?v=1783925780)