Find Your Highest-Impact Data & AI Opportunities
Identify and prioritize AI solutions that will actually move the needle (not just the ones that sound cool)
The Problem
Most AI Initiatives Start in the Wrong Place
Every department wants AI or a data solution. Sales wants forecasting. Operations wants automation. Product wants personalization. IT wants anomaly detection. But you can't do everything at once, and picking the wrong starting point poisons the well for future initiatives.
Most companies chase the flashiest use cases or pick the easiest ones. Neither approach maximizes ROI. You need rigorous process to separate signal from noise and identify where AI creates genuine competitive advantages.
Most companies chase the flashiest use cases or pick the easiest ones. Neither approach maximizes ROI. You need rigorous process to separate signal from noise and identify where AI creates genuine competitive advantages.
The Solution
Evaluating Use Cases with Business and Technical Rigor
We run structured discovery workshops with your teams to uncover opportunities across the business. We evaluate each use case across multiple dimensions: business impact, technical feasibility, data availability, and organizational readiness.
We listen to your people on the front lines, who know where processes break down. These insights reveal opportunities that you might miss sitting in conference rooms.
We listen to your people on the front lines, who know where processes break down. These insights reveal opportunities that you might miss sitting in conference rooms.
What You Get
A Prioritized Set of Opportunities Worth Pursuing
Comprehensive Use Case Inventory
Structured catalog of AI and data opportunities, from incremental to transformational improvements.
Multi-Dimensional Scoring Framework
Each use case assessed by value, complexity, data needs, resources, and alignment.
Prioritized Implementation Portfolio
Ranked and rationalized list of use cases. What to build first, what to build next, and what to deprioritize.
Business Case Development
ROI, resource, and risk analysis for top opportunities to support funding decisions.
Quick Start Recommendations
Specific guidance on pilot projects that build momentum while de-risking larger initiatives.
Let's Customize Your Solution
Let's Work Together
Why This Works
Based on What Succeeds in Production
We’ve built enough data and AI products to know which use cases sound good in theory but fail in practice. Our prioritization balances business judgment with technical reality. We won’t recommend work that can’t be sustained or deliver value.
You get a focused portfolio of opportunities—not a 200-page report of ideas that overwhelm rather than guide. We build confidence by starting with the right projects and executing them well.
You get a focused portfolio of opportunities—not a 200-page report of ideas that overwhelm rather than guide. We build confidence by starting with the right projects and executing them well.
Locations
Atlanta / Dusseldorf / San Francisco / Washington DC
Contact
202-743-0075info@alphaadvisors.com