AI StrategyBefore AI Spend.
Most companies waste their first AI budget on the wrong problem. We start with a structured assessment of your data, processes, and team readiness, then deliver a prioritized roadmap ranked by ROI and feasibility.
Why Most First AI Projects Fail
It is rarely the technology. It is picking the wrong problem, the wrong data, or the wrong approach.
Don't Know Where to Start
AI is everywhere, but which use case actually moves the needle for your business? Most teams guess wrong.
Wasted AI Budget
Companies burn through six figures on AI projects that never ship. Wrong problem, wrong approach, wrong vendor.
No Internal AI Expertise
Your team is strong, but nobody has shipped production AI before. You need a guide, not a salesperson.
Vendor Lock-in Fear
Every AI vendor wants to own your stack. You need an independent assessment of what is actually best for you.
What Our Consulting Covers
A complete assessment and roadmap. Not a slide deck that collects dust.
AI Readiness Assessment
We evaluate your data infrastructure, team capabilities, and operational maturity for AI adoption. Honest assessment, no sugar-coating.
Data Audit and Quality Evaluation
Your AI is only as good as your data. We profile your datasets, flag quality issues, and recommend fixes before you build anything.
Use Case Identification and Prioritization
We map every potential AI application across your operations, then rank by ROI, feasibility, and time to value.
ROI Modeling and Business Case Development
Hard numbers, not hand-waving. We build financial models that justify AI investment to your board and CFO.
Vendor and Model Selection Guidance
OpenAI, Anthropic, open source, or build your own? We help you pick the right tools without vendor bias.
90-Day Implementation Roadmap
A concrete, week-by-week plan to go from assessment to your first AI win. Milestones, dependencies, and resource requirements included.
When Companies Call Us
Common scenarios where strategy saves you from expensive mistakes.
Pre-Investment AI Due Diligence
- Assess AI maturity of acquisition targets
- Evaluate technical debt and data infrastructure
- Identify hidden AI opportunities in existing operations
- Model post-investment AI value creation potential
Digital Transformation Planning
- Map current processes for automation potential
- Design phased AI adoption strategy
- Define data governance and infrastructure requirements
- Build internal AI literacy and change management plan
AI Team Structure and Hiring Advice
- Define roles you actually need vs. roles you think you need
- Build job descriptions that attract real practitioners
- Design team structure for your stage and budget
- Create onboarding plans and tooling standards
Build vs. Buy Analysis
- Compare total cost of ownership for custom vs. vendor solutions
- Evaluate vendor offerings against your specific requirements
- Assess long-term maintenance and scaling implications
- Design hybrid approaches when pure build or buy falls short
Tools We Use
Lightweight, methodology-driven. The focus is on analysis and strategy, not building during assessment.
Our Consulting Process
Structured, time-boxed, and focused on getting you to your first AI win fast.
Stakeholder Interviews
We talk to your team across departments to understand pain points, goals, and current workflows. No surveys, real conversations.
Data and Infrastructure Audit
We assess your data quality, availability, and infrastructure. We identify what is ready and what needs work.
Opportunity Mapping
We catalog every AI use case relevant to your business, then score each one on ROI, feasibility, and time to value.
ROI Modeling
For the top-ranked opportunities, we build detailed financial models with conservative, expected, and optimistic scenarios.
Roadmap Delivery
You receive a 90-day implementation plan with clear milestones, resource requirements, vendor recommendations, and risk mitigations.
Get Clarity Before You Commit
A 30-minute call to understand your situation. No pitch, no pressure. If AI is not the right move for you right now, we will tell you that too.