Build the service around adoption.
Help a company put one useful workflow into daily use and keep it useful.
A managed adoption serviceRead ideaNew ventures · Concept
One workflow. An entirely new business.
A business idea can begin with an unglamorous question: which necessary task is still difficult, repeated, and poorly served?
Start with a customer, then a task
Pick a specific type of company and a specific recurring job. Interview the people who do it. Watch the handoffs, collect examples, and learn what an error costs. Avoid treating an industry label as evidence of demand.
Define the smallest useful offer
The initial offer might be an intake service, a document preparation workflow, or a daily exception brief. Name the deliverable and the decision it supports. A buyer should understand the value without needing to understand the technology.
How AI fits
Use AI where interpreting unstructured information is useful. Use ordinary rules for calculations, required fields, and clear business policies. Keep a review point where a mistake could affect a customer or commit the company to an obligation.
A first pilot
Deliver the outcome manually with a small amount of assistance before building a broad platform. Find out what customers correct, what they use, and whether they will pay for the next delivery. Customer access and willingness to pay need to be tested.
The long-term opportunity
A focused business can grow through deep domain knowledge, good integrations, and a repeatable delivery process. Expansion should follow evidence that adjacent customers have the same problem.
The useful question
Make it testable.
Will a specific customer pay for this outcome a second time?
Further reading
Anthropic · Building effective agentsThese resources inform the implementation approach. The business concepts and pilot suggestions are original editorial starting points.