See one workflow clearly enough to improve it.
Workflow X-Ray is being built to reconstruct one business workflow, identify its real friction, and determine whether it should be eliminated, simplified, handled with existing software, automated, supported with AI, or left alone.
Product principle
- 1Eliminate unnecessary work
- 2Simplify or restructure
- 3Configure existing software
- 4Use ordinary SaaS
- 5Add deterministic automation
- 6Use AI where reasoning adds value
- 7Request more information or recommend no change
One workflow at a time
From conversation to confirmed structure to action.
The model can decide how to ask and reason. Application code decides whether required information exists and whether the next stage may begin.
Describe one workflow
Start with a bounded process, not a request to transform the whole company.
AI-guided interview
Follow-up questions fill required gaps without forcing a giant questionnaire.
Workflow reconstruction
Actors, tools, steps, handoffs, decisions, effort, and friction become structured state.
Confirm the workflow
You review and correct “Here is how we understand your workflow” before analysis begins.
Diagnose and simplify
The system separates the workflow problem from a proposed solution and looks for simpler changes first.
Evidence and red-team
Product facts, assumptions, risks, confidence, and rejected alternatives are made inspectable.
Workflow X-Ray
The result explains what to change, what not to change, and why.
4-day action plan
A narrow sequence turns the recommendation into testable next steps.
The confirmation gate is not optional.
Diagnosis should run from the customer-confirmed structured workflow whenever possible—not from an unreviewed transcript.
Interview
Collect required workflow state
Confirm
Review and correct the reconstruction
Analyze
Diagnose only the confirmed workflow
- •Lead intake and follow-up
- •Customer onboarding
- •Recurring administrative work
- •Internal reporting
- •Repetitive support and information requests
- •Legal, tax, healthcare, regulated, or employment decisions
- •Complex ERP or full-company transformation
- •Production access, custom integrations, or autonomous execution
- •Done-for-you implementation or individualized human recommendation repair
Designed as customer → product → automated result.
Workflow X-Ray is not a consulting engagement, implementation agency, or fractional AI role. The complete purchased product must ultimately be deliverable without a person reviewing and repairing an individual customer recommendation. Global system improvement remains part of responsible product development.
Current status: route, domain model, pipeline gates, and eval foundation are established. The interactive interview is next.
Pipeline foundation: 11 explicit, inspectable stages from interview through the four-day action plan.