See the workflow clearly
Map the current process with its owners. Surface repeated effort, unclear handoffs and decisions that consume time or create avoidable rework.
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03 / Workflow & AI Opportunity Planning
Start with the work. Make the technology earn its place.
Not every inefficient process needs a new platform. Examine the workflow first: the handoffs, rework, decisions and constraints. Then decide where a simpler process, a better use of existing tools or a targeted AI opportunity can help.
Talk with MeritWhen to bring us in
- Teams see many AI possibilities but lack a useful way to prioritize.
- A workflow is slow, manual or fragmented across systems.
- Leaders want a focused business case before committing to more tools.
The work
Clear priorities.
Hands-on support.
Proposed service approach for this website concept. Final scope is agreed with each client.
Frame the opportunity
Distinguish process changes from technology needs. Review where existing capabilities are sufficient and where AI may be relevant.
Test value and feasibility
Evaluate the potential benefit alongside data availability, adoption effort, controls and implementation constraints. Make assumptions explicit.
Choose a practical next step
Prioritize a small set of opportunities with named owners, pilot scope and evidence requirements. Create a roadmap the business can actually execute.
What you can take forward
Useful work.
Usable outputs.
- Current-state workflow and friction map
- Prioritized opportunity inventory
- Value assumptions and feasibility considerations
- Focused pilot brief with success measures
- Practical roadmap and decision points
The intended outcome
A clear decision about what to improve, why it matters and how to learn whether it works—before broad investment.
Specific outcomes depend on your context, implementation and adoption. No performance result is guaranteed.