YOUR OBJECTIVE COMES FIRST
Define the scope in its operating context.
Connect the technology to a useful commercial offer.
Pennsylvania's economic development strategy focuses on agriculture, energy, life sciences, manufacturing, and robotics and technology. Consider an industrial or technical business checking purchasing information before execution as a scoping example, not a local client claim. Its work may depend on customer records, item references and a traceable approval history. The engagement should establish how the relevant domain owner resolves an unfamiliar reference rather than allowing a guessed match. That operating detail helps distinguish an appropriate service scope from a broad industry label, with actual requirements confirmed by your organization.
Pennsylvania DCED: Statewide Economic Development Strategy ↗01A use case with a real buyer
Define who experiences the problem, who would use the solution and who approves spending. Examine evidence from customer conversations and existing alternatives. Distinguish an interesting technical capability from a reason an organization would change its current workflow. For an industrial or technical business checking purchasing information before execution, discuss purchasing and technical approval handoffs with the people doing the work. Bring customer records, item references and a traceable approval history and identify where the relevant domain owner resolves an unfamiliar reference rather than allowing a guessed match. Use that evidence to refine the assignment instead of assuming every business in the state needs the same capability.
02From a capability to a customer use
Define a potential use in enough detail to test whether the technology is relevant. For example: Extract proposed customer, order and product fields from approved attachments. Match identifiers, units and pricing against existing records before creating a draft transaction. An unfamiliar item reference should become an inspectable exception, with the original document beside it, rather than a guessed match that travels downstream. Identify the user, buyer, present alternative and limitations. A possible technical solution is a hypothesis to validate, not proof of willingness to pay.
03A delivery model around the technology
A related situation may expose a different requirement for integration or support: Use approved documents to prepare a draft answer with passage and revision references. Apply permissions before retrieval. Test questions requiring unavailable evidence or a different product version, so employees can see why a response needs further investigation instead of mistaking fluent language for technical certainty. Decide which responsibilities belong in the product, which require a partner and which remain with the customer. Use the findings to refine a pilot and the first commercial offer.
04Evidence for the next commercial stage
Agree a bounded pilot or customer learning plan with acceptance criteria. Examine implementation effort, actual usage and support needs alongside technical performance. Use the findings to revise the offer, roadmap or delivery approach before assuming a larger launch is justified.
