AI Strategy / Choose Your Bets
An AI roadmap tied to growth and margin
A practical plan for where AI creates real value in your business, and where it is just expensive noise.
Every CEO is being told AI will change their industry. Few have a plan that says which work changes first, what it is worth, and who owns it.
Optimize starts with the business, not the software. We look at where your people spend time, where margin leaks and where customers wait. Then we rank the AI use cases that move those numbers and build a roadmap your team can carry out.
The result is a short list of AI projects with owners, budgets and expected payback, connected to the growth plan instead of sitting beside it.
Three parts, one roadmap
Executive AI workshop
A half or full day for the leadership team: what current AI can and cannot do, live examples from your industry, and a shared vocabulary.
Use-case prioritization
Ideas from every function, scored for value, feasibility, risk and data readiness. The top few move forward.
AI roadmap
Sequenced projects with owners, budgets, vendor options, governance and the KPIs that prove payback.
Where mid-market companies find value first
- Estimating and proposals
- Customer service and quoting
- Sales prospecting and research
- Forecasting and demand planning
- Document and contract review
- Recruiting and onboarding
- Reporting and KPI dashboards
- Knowledge capture from retiring experts
Every company is different. The workshop ranks these, and your own ideas, against your numbers.
Related services
Free tool
See the forces behind the hype
The Scenario Planner rates technology, economic and regulatory forces for your industry, including AI, for impact and likelihood.
Try the Scenario PlannerCommon questions
Where should a mid-sized company start with AI?
With the work, not the tools. We look at where time and margin go today, rank use cases by value and feasibility, and pick a few that pay back within a year.
What happens in the executive AI workshop?
A half-day or full-day session for the leadership team: what current AI can and cannot do, live examples from your industry, and a ranked list of use cases for your business.
Do you implement AI tools?
We build the roadmap, pick the first projects and help you choose vendors and owners. Implementation is done by your team or a technology partner, with Optimize keeping the program tied to growth and margin.
Find out where AI pays in your business.