AI Strategy Consulting
Turn AI ambition into a measurable roadmap your business can execute
Most enterprises have ten AI ideas and no way to rank them. Your team debates tools, vendors, and use cases while competitors ship. Redefine's AI strategy consulting practice maps every initiative to revenue, risk, and readiness. We hand you a phased roadmap built around what your organization can actually deliver.
0+AI strategies delivered
0+Brands served
< 0 weeksStrategy to first sprint
Hero · AI strategy roadmap session
The Business Challenge
Most AI programs stall before they start
The problem is never a shortage of ideas. It is the absence of a decision framework that connects AI investment to outcomes your chief financial officer can approve.
Scattered initiatives
Eight teams run eight AI pilots. None connect to a shared outcome or share learnings. Budget fragments across silos.
Endless evaluation
cycles
Vendor demos, requests for proposals, and proof-of-concept requests stretch across 18 months. A decision never lands because criteria keep changing.
No return on investment
visibility
Leadership asks for the business case. Your team cannot produce one. Budget renewals become political, not analytical.
Governance gaps
No policy for model risk, data lineage, or output auditing. Legal and compliance stall every initiative that reaches production readiness.
Talent misaligned
Data scientists build models for use cases that the business changed direction on six months ago. Morale and retention suffer.
Competitive lag
Competitors ship production AI in quarters. Your organization is still naming the steering committee. The gap compounds every sprint they ship.
Pain · disconnected AI initiatives
AI Strategy Return on Investment Calculator
What does strategic misalignment cost you per year?
Move the sliders to reflect your organization. The estimates update instantly.
$2,000,000
$100K$50M
10 use cases
325
$75,000
$10K$500K
Estimates use a conservative 4% revenue lift for top-3 use cases and 65% misdirected spend on lower-priority work. Engagement fee assumed at $45,000.
Your organization
profileLive
calculation
$1.2M
12-month value from top 3 use cases
Conservative 4% revenue lift across the highest-priority cluster, compounded annually.
$490K
Annual waste recovered by prioritization
Spend redirected away from lower-priority initiatives that consume budget without measurable output.
38x
Strategy return on investment
multiple at 12 months
Combined value and waste recovery divided by a $45,000 strategy engagement. Your results will vary.
What You Receive
Six capabilities. One prioritized AI use case portfolio built for execution
Every engagement delivers a complete strategic package. Nothing is theoretical. Each output connects to a decision your leadership team needs to make this quarter.
AI Opportunity Audit
A structured review of your business processes, data assets, and competitive position. Every AI opportunity is inventoried, scored by impact and feasibility, and ranked against your current organizational readiness. You leave with a single-page view of where AI can move the needle in the next 12 months.
Process
mappingData
inventoryCompetitive
gap analysisOpportunity
scoring matrix
Use Case Prioritization
Every idea in your backlog is evaluated on four dimensions: revenue impact, implementation complexity, data readiness, and time-to-value. Your team stops arguing about priorities because the framework does the ranking.
See the readiness assessment →Phased Delivery Roadmap
A 12 to 18 month sprint-by-sprint roadmap. Each phase has a defined outcome, resource requirement, dependency chain, and success metric. Your engineering team can pick it up and start Sprint 1 without further scoping.
AI Governance and Risk Framework
A written governance policy covering model risk tiers, data lineage requirements, output audit processes, and human-in-the-loop rules by use case type. Legal, compliance, and procurement receive a document they can sign off on. Your team has a playbook that prevents governance from becoming a blocker on every future release.
Model risk tiers
Data lineage policy
Audit and human-in-the-loop rules
Technology and Vendor Selection
Vendor-neutral evaluation of AI platforms, large language model providers, and infrastructure options against your specific use cases. You receive a documented decision matrix and a short list of vendors with integration complexity, cost range, and lock-in risk for each. No vendor pays us to be on the list.
Team and Capability Planning
A skills gap analysis matched to your roadmap. We identify which capabilities to hire, which to partner, and which to develop internally. The output is a concrete headcount and training plan for the first 12 months of execution, not a generic organizational chart recommendation.
Scoped before work starts
Line-by-line pricing in your proposal. No ambiguity about what you are paying for and when.
No commitment to receive a proposal
Submit your brief and we send a scoped proposal within 3 business days. Review it on your terms.
You own every deliverable
All strategy documents, roadmaps, governance frameworks, and scorecards are yours from day one.
Strategic Transformation Proof
From fragmented systems to $90M: what strategic clarity delivers
Revenue outcome
0
M+ annual revenue
Up from $14M pre-engagement. A 6x scale enabled by a unified data, technology, and operational strategy.
Operational clarity
30+
store operations unified
Fragmented data across 30 storefronts and over one million inventory items consolidated into a single reporting layer.
Strategic impact
Real-time
visibility across the
business
Leadership moved from quarterly manual reviews to live dashboards, enabling decisions in hours rather than weeks.
Enterprise B2B · Promotional Products
Parsons Kellogg
A major promotional products, corporate apparel, and branded merchandise company operating 30 stores with a million-item catalog.
The problem
No unified visibility across 30 stores or 1M+ inventory items. Manual processes, fragmented analytics, and disconnected enterprise resource planning, customer relationship management, and warehouse systems slowed every operational decision. Leadership could not answer basic questions about performance without multi-week data pulls.
The strategic approach
Redefine designed a phased operational strategy covering unified analytics architecture, enterprise resource planning integration, headless commerce, and custom reporting, sequencing each initiative against the business impact it unlocked before the next phase began.
The result
Annual revenue scaled from $14M to over $90M. Real-time analytics and integrated systems improved efficiency across the entire organization. The technology stack is now a growth multiplier, not a constraint.
Proof · digital transformation results
Why Redefine
How we compare
Traditional consultancies, freelancers, and offshore teams each bring trade-offs. Here is where Redefine fits in the market.
| Capability | Redefine | Big-4 Firm | Freelancer | Offshore Team |
|---|---|---|---|---|
| Strategy plus implementation in one engagement | ||||
| Fixed-scope, fixed-price model | ||||
| Dedicated senior practitioner throughout | ||||
| Mid-market B2B specialization | ||||
| Proven cross-industry AI case studies | ||||
| Governance and change management included |
Questions
Frequently asked
The audit maps your current workflows, data assets, and systems against a library of proven AI use cases. You receive a prioritized list of opportunities ranked by feasibility and business impact, a readiness assessment for each, and a phased roadmap sequencing implementation over the next 12 to 18 months. Every finding is grounded in your actual operations, not generic templates.
The Discovery Workshop is structured across two focused days. Day one covers business context, goals, and current-state process mapping. Day two focuses on AI opportunity scoping and roadmap sequencing. Most clients complete both sessions within a two-week window to maintain momentum. Remote sessions are available if in-person is not practical.
Redefine covers the full arc from strategy through build. After the audit and roadmap are finalized, you can engage Redefine to design, build, and deploy the prioritized AI use cases using your existing tech stack or a vendor selection we recommend. You are never handed a report and left to figure out implementation on your own.
Most clients are mid-market B2B companies with 50 to 500 employees and between $10M and $250M in annual revenue. This segment has the complexity to benefit from AI but typically lacks the in-house capability to design and execute a strategy. Smaller companies with rapid growth trajectories or significant data assets are evaluated case-by-case.
The AI Opportunity Audit and Roadmap is a fixed-price engagement scoped during a complimentary strategy call. Implementation projects are priced per phase against a defined scope of work. There are no open-ended retainers or hourly billing models. You know the full cost before any work begins, which makes budgeting and internal approvals straightforward.
Very little upfront. Before the Discovery Workshop we send a brief pre-read questionnaire covering your key business goals, current tools, and any AI initiatives already underway. Access to one or two subject-matter experts from your team for the workshop sessions is the main requirement. Data access and deeper system reviews happen after scope is agreed, not before.
Ready to see what AI can do for your business?
Submit a brief and receive a scoped proposal within five business days. No commitment required at this stage.
Proposal delivered
within 5 business days
Fixed-price scope, no
open retainer
Senior practitioner on
every engagement
Proven return on
investment across 40 plus projects
Submit Brief, Get My AI Strategy Proposal
Takes about 4 minutes. No sales call required to receive the proposal.
form
Brief received
We will review your submission and send a scoped proposal within 5 business days.