AI Ops Blueprint
Stop guessing where to start with AI. Get a board-ready diagnosis that identifies your highest-impact automation opportunities and quantifies the risk of doing nothing.
You know AI could transform operations. You just do not know where to start.
Traditional "AI readiness" assessments produce a score and little else. Leaders need more than a number. They need a concrete plan that shows exactly which workflows to automate first and what the ROI looks like.
Without this clarity, teams keep experimenting in isolation, data remains siloed, and transformation stalls while competitors invest in predictive maintenance, demand forecasting, and warehouse automation.
A complete AI investment thesis. Not a score.
Your Blueprint turns abstract AI promises into a concrete plan that saves costs, improves quality, and reduces risk.
Executive Pain and Outcome Summary
Plain-language summary of where work is slow, manual, risky, or blocked, plus the business outcome the Blueprint is designed to unlock.
Impact-Effort Matrix
Workflow candidates sorted into quick wins, major projects, fill-ins, and ignore-for-now so leadership can stop treating every AI idea equally.
Recommended Solutions
Each recommendation includes why it fits, setup effort, expected time saved, recurring cost, owner, risk boundary, and review rule.
Use Case Backlog and ROI Math
Ranked opportunities with estimated value, feasibility, data readiness, implementation risk, and missing evidence to validate.
Top Implementation Briefs
Decision-ready briefs for the strongest candidates: workflow, systems, owner, reviewer, inputs, outputs, controls, and success metric.
30/60/90 Day Roadmap
Sequenced quick wins, training needs, implementation sprints, governance work, and operating cadence.
What the Blueprint actually contains.
The deliverable is built to make a business decision. It borrows the clarity of a quick assessment, then adds the evidence, ROI assumptions, governance constraints, and implementation briefs needed before spending real money.
- 01Executive summary: pain, outcome, recommendation
- 02Opportunity at a glance: hours, cost, risk, confidence
- 03Impact-effort matrix: quick wins, major projects, fill-ins, ignore
- 04Recommended solutions: setup effort, cost, owner, time saved
- 05Quick-wins plan: first four business days of action
- 06Use-case backlog: ranked by ROI, feasibility, readiness, risk
- 07Implementation briefs: scope, inputs, outputs, review, success metric
- 08Financial impact: assumptions, payback, missing validation data
- 09Next step: stop, self-serve, quick wins, sprint, or fractional ownership
From kickoff to Blueprint in 10 business days.
Intake & Kickoff
Complete a 5-minute intake form. We schedule your 90-minute discovery session and send survey links to your team.
Survey & Discovery
Your team completes targeted signal capture. We conduct listen-only discovery to map workflows and identify pain points without solutioning live.
Analysis & Creation
We analyze responses, research best practices for your industry, and produce the report, backlog, and roadmap.
Readout & Next Steps
Receive your Blueprint. We walk through recommendations and discuss implementation options.
Two ways to engage.
Choose fixed-price for best value or Agile sprints for flexibility.
One-time investment for the complete diagnostic.
- →Custom survey for up to 50 employees
- →90-minute listen-only discovery session with leadership
- →15-25 page diagnostic report using the Blueprint anatomy
- →Prioritized use case backlog (30-50 items)
- →Impact-effort matrix and quick-wins plan
- →Top 3 implementation briefs
- →Executive readout and Q&A session
- →30-day access to interactive dashboard
Two one-week iterations with continuous deliverables. 15% premium for flexibility to pause or extend.
- →Custom survey for up to 50 employees
- →90-minute listen-only discovery session with leadership
- →15-25 page diagnostic report using the Blueprint anatomy
- →Prioritized use case backlog (30-50 items)
- →Impact-effort matrix and quick-wins plan
- →Top 3 implementation briefs
- →Executive readout and Q&A session
- →30-day access to interactive dashboard
We only onboard 3 new diagnostics per month.
This ensures CTO-level attention on every engagement. Each Blueprint gets direct involvement from senior practitioners who have built AI systems at scale.
Common questions.
What if we already did an AI readiness assessment?
Most assessments give you a score. We give you a backlog of 30-50 specific use cases with ROI estimates. If you have existing assessment data, we can incorporate it into our analysis.
How much time does our team need to invest?
Surveys take 15-20 minutes per person. Leadership participates in one 90-minute discovery session. Total executive time: about 2 hours.
What industries do you work with?
We specialize in manufacturing, logistics, and operations-heavy businesses. If you run physical operations with data in multiple systems, we can help.
What happens after the Blueprint?
Most clients move into an Orchestration Sprint ($15K+) to implement their top-priority use case, or a Fractional AI CTO retainer ($15K-35K/mo) for ongoing strategy, implementation, and team enablement.
Can we get a sample report?
Yes. Review the anonymized sample report at /start/blueprint/sample. The real report is customized from your discovery call, employee signal capture, workflow evidence, and ROI assumptions.
Ready to stop guessing?
Get a board-ready Blueprint that shows exactly where AI will have the biggest impact on your operations.
10 business days to delivery. Results or full refund.