Re-engineering business economics with AI

Finding places to use AI is getting easier. The more important question is how AI can rewrite the economics of your business.

Start with where you make money, where you spend it and the major work that connects the two: sales, operations, service or another part of the business. Consider what you could reinvent and which major business decision could change its economics.

Take an AI Abundance view of the business

Choose a major workflow and ask: when AI is involved in every economically consequential decision in this work, what does the business look like?

That is an AI Abundance mindset. It means imagining how the business operates when its knowledge and judgment are available throughout the work, informed by the current situation and improving through experience. The ambition is to change what the business can accomplish and how it makes money.

You can start with that larger picture, or with a couple of ideas for specific applications. Either gives us an opening. We help connect the initial idea to the wider financial opportunity.

Reframe the initial idea

A company might ask for a lead-scoring system. The larger opportunity is to rethink how it finds, wins, serves and develops customers.

Imagine every customer receiving preparation and attention that currently depend on a few experienced people. AI helps the company decide whom to serve, understand the customer's situation, develop and price the right offer, prepare the conversation and carry what was promised into delivery. What the company learns from that relationship improves its future work.

A first application might prepare a customer conversation while building shared knowledge that later supports offers, service and expansion. Each step contributes to a different way to win and serve customers.

Better lead scoring might improve which prospects receive attention. Reinventing the wider business could mean winning more profitable work, offering a different level of service and serving more customers without costs growing at the same rate.

Put the financial opportunity in view

We use AI tools and reusable research and analysis skills, together with our experience, to investigate the business, estimate potential ROI and identify likely headwinds. We bring that initial analysis into the discussion so you can refine it with your knowledge of the company.

Our 10x-within-two-years screen keeps the ambition high. It is an opportunity-selection screen, not an achieved result or a return promise. The point is to pursue a change substantial enough to matter to the business.

Think big and start small

A bigger ambition does not require a bigger first project: choose work that creates tangible value and lays the foundation for the wider opportunity. Investing for compounding value explains how each application makes the next one faster and more valuable.

Email us your company name and what you have in mind. We can begin the analysis before a call. How we scope your AI opportunity explains how we take it from there.