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AI STRATEGY & ROADMAPPING

Know exactly what to build
before you build anything.

The most expensive AI mistake is building in the wrong order. AI Strategy & Roadmapping is the engagement that prevents it — a structured process that produces a board-ready plan before a dollar is committed to build.

4–6
Weeks to Complete
5
Deliverables
12mo
Phased Roadmap
Board
Ready Output
WHY STRATEGY BEFORE BUILD

The board approved the budget.
Now you need a plan.

There is a specific kind of pressure that lands on a VP or C-level executive when AI moves from "exploring" to "committing." The board has heard the AI conversation. They've approved a budget line. Now they want a plan — one that explains exactly what's being built, in what order, what it will cost, and what it will return.

The problem is that building the plan before you've done the assessment work produces a plan shaped by vendor pitches and internal assumptions rather than actual organizational readiness. You end up over-investing in capabilities you can't yet use, and under-investing in the foundation that makes advanced AI possible.

AI Strategy & Roadmapping fixes this. We assess your actual AI maturity across five dimensions, identify the use cases with the best return relative to your current infrastructure, evaluate the vendor landscape against your specific environment, and produce a phased 12-month roadmap that sequences the right investments in the right order.

The output is a board-ready plan — not a slide deck full of generic AI frameworks, but a specific, defensible plan for your organization.

FIVE ASSESSMENT DIMENSIONS
01
Data Infrastructure Readiness
Can your data support AI? Availability, quality, accessibility, governance.
02
Current AI & Automation Coverage
What AI is already deployed? Where is it delivering value and where isn't it?
03
Organizational Capability
Do you have the people and processes to operate AI at scale?
04
Governance & Compliance Posture
What regulatory and governance requirements constrain your AI deployment?
05
Strategic AI Alignment
Does your AI ambition match your strategic priorities and resource reality?
WHAT YOU RECEIVE

Five deliverables.
All of them yours.

Every engagement produces the same five deliverables. Each is documented, formatted, and handed over at the end of the engagement. No lock-in. No ongoing dependency.

Deliverable 01
AI Maturity Assessment
A structured scoring of your organization across five dimensions: data infrastructure, current AI coverage, organizational capability, governance posture, and strategic alignment. Not a survey — a structured interview process across your leadership and operational teams that produces a scored, documented current state.
Deliverable 02
Opportunity Map
A prioritized catalog of AI use cases specific to your organization, scored by expected ROI, implementation complexity, and strategic fit. Each use case is documented with a brief technical feasibility assessment, data requirements, and dependency chain. The opportunity map tells you what to build in what order — and why.
Deliverable 03
Vendor Evaluation
An objective assessment of the AI tools and platforms relevant to your highest-priority use cases. We evaluate against your specific infrastructure, data environment, and compliance requirements — not against generic feature lists. Each recommendation includes a build-vs-buy analysis and integration complexity assessment.
Deliverable 04
12-Month Roadmap
A phased deployment roadmap covering the first 12 months of AI execution. Each phase has defined milestones, dependencies, resource requirements, and success metrics. The roadmap is sequenced so each phase builds on the last — avoiding the fragmentation that happens when initiatives are deployed without an architecture plan.
Deliverable 05
Executive Presentation
A board-ready presentation covering current AI maturity, strategic rationale for each roadmap initiative, expected ROI by phase, risk factors, governance approach, and investment requirements. Formatted for a non-technical audience. Designed to secure commitment, not to explain technology.
WHAT THE BOARD PRESENTATION COVERS
Current AI maturity vs. industry benchmark
Strategic rationale for each roadmap initiative
Expected ROI by phase with assumptions documented
Risk factors and mitigation approach
Governance and compliance framework
Investment requirement and timeline
HOW THE ENGAGEMENT RUNS

Four weeks to a
board-ready plan.

Most strategy engagements are four to six weeks from kickoff to final deliverable. The timeline depends on your team's availability for structured interviews and the complexity of your current AI and data environment.

We run the assessment in the first two weeks through structured interviews with stakeholders across functions — not a survey you fill out yourself. The insight quality depends on talking to the people who actually work with data and AI, not just the people who report on it.

The roadmap and executive presentation are drafted in weeks three and four, reviewed with you, refined based on your feedback, and finalized. The engagement ends with a walkthrough session where we present the findings and answer questions before you take the deliverables to the board.

1
Week 1–2
Discovery & Assessment
Structured interviews across leadership, operations, engineering, and data teams. Current AI inventory and infrastructure review. Five-dimension maturity scoring.
2
Week 2–3
Opportunity Mapping & Vendor Evaluation
Use case identification and prioritization against your maturity baseline. Vendor landscape review against your specific environment and compliance requirements.
3
Week 3–4
Roadmap & ROI Modeling
12-month phased roadmap with milestones, dependencies, and resource requirements. ROI model by phase with documented assumptions and sensitivity ranges.
4
Week 4–6
Executive Presentation & Handover
Board-ready presentation drafted, reviewed with you, and refined. Final walkthrough session. All five deliverables handed over. No ongoing dependency.
WHO THIS IS BUILT FOR

The VP who needs a plan
before a budget commitment.

AI Strategy & Roadmapping is the right engagement if you are responsible for an AI investment decision and need to be able to defend it. That means you need to know what you're building, why that sequence, what it will cost, and what it will return — in terms that a board or executive committee will accept.

It's also the right engagement if you've been through a failed or stalled AI initiative and need to reset. A strategy engagement gives you an honest current-state assessment before you commit the next phase of investment to a direction that might not be the right one.

If you're further along — if you have AI deployed and you're trying to connect it — that's Enterprise AI Transformation, not strategy. The assessment will tell you which is the right starting point.

THIS IS THE RIGHT ENGAGEMENT IF:
You have a board AI discussion coming and need a defensible plan
You've approved a budget but don't yet have a sequenced build plan
A previous AI initiative stalled and you need an honest reset
You don't know which of the six solution areas is the right starting point
Your team has opinions about what to build but no structured framework to evaluate them
You need to evaluate AI vendors but don't have an internal AI architecture standard to evaluate against
FREQUENTLY ASKED

Common questions.

Five deliverables: AI Maturity Assessment report, Opportunity Map with prioritized use cases, Vendor Evaluation with specific recommendations, a 12-month Roadmap document with phasing and milestones, and an Executive Presentation designed for board delivery. All five are yours to keep regardless of what you decide to build next. There is no ongoing dependency on Maxx Stacks after the engagement.
Yes. AI Strategy & Roadmapping is specifically designed for before the build. You don't need to have deployed anything to get value from this engagement. In fact, organizations that start with strategy before they build have significantly better outcomes — because the roadmap tells them what to build in what sequence, which prevents the fragmentation that plagues organizations that started without a plan.
We assess across five dimensions: data infrastructure readiness, current AI and automation coverage, organizational capability, governance and compliance posture, and strategic AI alignment. Each dimension is scored against our maturity model. The assessment is conducted through structured interviews with your team across functions — not a self-reported survey. We talk to the people who actually work with data and AI, not just the people who report on it.
Yes — that's its purpose. The executive presentation deliverable is designed to communicate your AI strategy to a non-technical audience. It covers current-state assessment, strategic rationale for each initiative, expected ROI by phase, risk factors, and governance approach. It is formatted for board presentation, not internal documentation.
The roadmap identifies the highest-value starting point for your first build. You can execute against it independently, engage Maxx Stacks for one of our solution areas, or use it to evaluate other vendors. The deliverables are yours. There is no obligation to continue with Maxx Stacks after the strategy engagement completes — though most organizations that go through the process do choose to continue, because the roadmap already identifies Maxx Stacks capabilities where they fit.

Ready to build the plan before the build?

Strategy engagement starts with a discovery call. Response within 1 business day.

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