Solutions
Business use cases
Explore specific ways to apply AI, data and automation to everyday work. See what starts each workflow, who owns the decision and how to evaluate the result.
Start from a specific decision
These are implementation use cases, not customer case studies. Each page sets out a proposed workflow and the evidence needed to decide whether it fits your organization.
Sales operations
Incoming leads arrive with incomplete context, inconsistent qualification notes and unclear routing, making it difficult to decide who should follow up next.
Demand planning
Planning teams need estimates at the right product, location and time horizon, but historical sales can hide stockouts, promotions and changing demand patterns.
Business reporting
Recurring reports require repeated exports, spreadsheet changes and distribution, while late source data or conflicting definitions can make a polished report unreliable.
Knowledge discovery
Employees know the information exists but struggle to find the right document or record across repositories, terminology and access boundaries.
Before a pilot
Name the person who can explain the rules, review exceptions and accept the new workflow.
Include incomplete records, unusual requests and historical changes so evaluation reflects the work people actually handle.
Agree how the current process performs and which quality, effort or reliability measures would justify the change.
Bring the current steps, systems and decision owner. We can help define a first increment and a practical way to evaluate it.
Map your use case ↗