Working in Partnership with the Backbone of Our Economy - AI & Data
Know exactly where your operation stands on AI before you spend a dollar
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
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
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 1–22
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 33
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 4What 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.
Weeks 1–2
Discovery
Stakeholder interviews, site visits, systems inventory, data quality sampling, operational workflow review
Week 3
Analysis
Maturity scoring, use-case feasibility analysis, gap mapping, opportunity prioritization, roadmap drafting
Week 4
Readout
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
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.
