Discover
Understand the workflow, evidence, people and operational constraints.
A shared workflow map and evidence inventory.
How we work
Make the next decision with better evidence.
Karnelo AI Workflow Discovery is a paid, ten-working-day engagement for one UK service workflow and the entry point for a design-partner relationship. Each engagement keeps scope, source information, permissions, review points, exceptions and stop conditions visible.
Start with paid AI Workflow Discovery
Karnelo AI Workflow Discovery
Karnelo AI Workflow Discovery is a paid, ten-working-day engagement for one UK service workflow and the entry point for a design-partner relationship. People, information and process come before a bounded agent. Method: Discover, Design, Test, Decide.
- Ten working days
- One UK service workflow
- One executive sponsor and one process owner
- A decision pack, not an implementation
- Outcome: pilot, pause or stop
Discover, Design, Test, Decide
A decision trail, not an automatic path to a larger build.
Design
Choose the smallest sensible intervention and define its boundaries.
A bounded intervention with owners, review points and stopping rules.
Test
Test the agreed approach within the Discovery scope. Record quality, effort, exceptions and human review to inform the next decision.
Observed results, reviewer feedback, exceptions and delivery effort.
Decide
Use the evidence to decide whether a separate pilot or another next step is justified, or whether to pause or stop.
A documented choice on whether a separate pilot or another next step is justified, or whether to pause or stop.
Human review is part of the design
Make boundaries visible before the workflow runs.
Practical AI needs more than a capable model. It needs clear information, permissions, review points and a safe route for exceptions.
Source evidence
Keep approved information and supporting sources connected to the work.
Permissions
Define which information and tools can be used, by whom and for what purpose.
Exceptions
Route uncertain, incomplete or unusual cases to an accountable person.
Stop conditions
Know when the system should pause, hand over or not proceed.
One workflow at a time
Discuss the work before deciding what to build.
Bring one workflow, the people involved and the evidence required. Start with a focused conversation.