Existing service information
From AI Opportunity to an Architecture Decision
Start with the business change. Make the technical question concrete.
Sparkling now focuses its public offering on software understanding and consequential architecture decisions. Broad AI opportunity-roadmap work is not a primary standalone service.
What you receive
Find the architecture contribution that fits.
- An appropriately scoped architecture engagement where there is a fit.
- A clear statement of the decision, evidence and required contribution.
- A practical route to the relevant review, understanding or design service.
When this helps
Recognize the situation.
- You have reached this page from an earlier AI Opportunity Assessment reference.
- A proposed AI capability needs architecture, integration or feasibility challenge.
- You need to move from a broad opportunity discussion to a defined technical decision.
How the work unfolds
Evidence appropriate to the question.
Clarify the intended outcome
Describe the business change and the decision that must follow.
Choose the relevant contribution
Determine whether focused review, deeper discovery or solution architecture fits the question.
Agree the actual scope
Define the evidence, outputs and responsibilities for the selected package.
Scope & responsibility
Agree the depth. Keep the boundaries clear.
Scope of the engagement
This page preserves an earlier service reference. It does not promise a generic AI transformation roadmap or reproduce the former broad package.
Appropriate reliance
Commercial strategy, workforce transformation and broad opportunity discovery are outside the core website offering. We establish the fit before proposing architecture work.
The agreed engagement sets the coverage, deliverables, responsibilities, timing and fees. Changes to that scope are agreed explicitly.
Practical questions
Before engaging us.
Can we still discuss a proposed AI use case?
Yes. Bring the intended business outcome and technical decision. We can establish whether an architecture contribution is appropriate.
Related work
Related architecture contributions
Each contribution is available as a standalone service when the evidence and scope support it.
What is the decision you need to make?
Share the situation and the intended commitment. We will establish whether this scope fits.