Five AI value creation opportunities

Now move the value of a business.

Dynamic pricing. AI that prices each deal based on demand, competitor moves, inventory, and customer segment. Was the preserve of airlines and Amazon; now economic for any business with a price list. (revenue, margin)

AI sales development. Software that researches prospects at scale, drafts personalised outreach for each one, qualifies the replies, and books meetings. Top of funnel widens, conversion at each stage improves, sales reps spend their time with buyers rather than spreadsheets. (revenue)

AI in the product, not just in operations. Software, services, healthcare, and intelligent equipment companies can now embed AI into what the customer pays for, building a data and experience moat competitors cannot copy. (exit multiple)

Company knowledge base. Plain-English questions answered from across finance, sales, ops, and customer systems. Top management gets visibility into the bottom of the organisation; every employee sees beyond their own function. (productivity)

Autonomous service agents. AI that holds a real conversation — reads tone, asks the right follow-up, holds context across turns — and resolves end-to-end across systems. The team handles only the complex cases. (margin)

Execution speed depends entirely on the data the business already has.