Start with the problem
Capture the frontline role, operational moment, current friction, and what a better outcome would look like.
Customer use case mapping
Find out where operational AI can actually help.
Start with the work your team needs to improve. The matchmaker turns rough ideas into a clear recommendation for the first operational AI workflow worth building.
Workflow Mapper
Recommended first move
First workflow recommendation
Ready to shape
Start with operational knowledge support
The use case has a bounded task, approved knowledge, and a useful output.
Task statement
Add one sentence describing the task to improve on the left.
Workflow card
- User group
- Technicians / service teams
- Available inputs
- Approved manuals, settings, codes
- Expected next action
- Structured handoff or audit record
- Source readiness
- Approved docs plus rules
- Customer job
- Find approved guidance while doing the work
- Recommended AI approach
- Knowledge-to-action workflow
- Delivery recommendation
- Adapt
- First users
- Technicians, service teams, operators
What the first workflow would do
Capability fit
What to prepare
Use case brief
Start with one bounded knowledge corpus, guided context selection, source-linked answers, related terminology, and a clear escalation path.
Repeatable mapping method
Use the same structure for every workflow idea.
Narrow the need
Identify inputs, approved sources, next action, owner, validation point, and where human review is required.
Choose the first workflow
Choose the smallest useful workflow that can prove value with one user group, one output, and one measurable operational result.
Prioritize frontline workflows
Find the first operational workflow worth building.
Turn a collected need, backlog idea, or field pain point into the concrete scope an operations team can evaluate: users, trigger, inputs, output, owner, and success metric.
Start with the frontline moment
Who is doing the work, where does friction appear, and what slows them down?
Choose the support pattern
Machine guidance, evidence capture, decision logic, routing, or step-by-step task support.
Confirm what is needed
Sources, images, voice, forms, rules, outputs, owners, and review points.
Scope the first workflow
One workflow, one user group, one output, one owner, one measurable result.
Known job, known flow
Use when the need matches a proven pattern with minor wording and branding changes.
Known pattern, local rules
Use when sources, forms, outputs, approvals, or terminology must fit the customer context.
Specific logic or integration
Use when the workflow needs custom decision rules, system handoffs, or new process logic.
Adopt, adapt, build
Start from proven patterns, adapt to context, build only where needed.
- Adopt: use a known pattern almost as-is.
- Adapt: configure sources, rules, forms, outputs, and brand.
- Build: create a new workflow when the logic is specific.
Customer output
Turn a real task into a first workflow a team can evaluate.
Workflow candidate
The frontline role, task, operational trigger, and the first workflow worth testing.
Capability fit
The Blinkin building blocks required: sources, inputs, rules, validation, handoff, and audit trail.
Workflow shape
Scope, users, source material, expected output, owner, validation point, and success metric.