BUILDING SHARED PRACTICE
Workflows as operating systems for AI adoption.
How fragmented team tasks become shared, repeatable, reviewable ways of working
After training, most teams have individual capability but no shared infrastructure. People solve the same problems independently, in ways that don't transfer. The gains stay personal. The artifacts below were built for a global business development and marketing team facing that condition. Each one maps where the repetition lives, makes the decision logic visible, and produces something the team can use without the person who built it in the room.
SHARED PATTERNS ACROSS WORKFLOWS
These two artifacts sit in the same engagement and were built from the same diagnostic: across fourteen interviews, the same three workflow types appeared in five or more roles, handled independently, with no shared infrastructure. The most expensive manual task in the team, transferring lead data from one platform to another, was named spontaneously by five people who did not know the others had the same problem. Building once for a pattern costs a fraction of fixing it nine times individually. Both artifacts reflect that logic.
3-PHASE APPROACH
Prompt libraries and interactive workflows are Phase 2 of a three-phase approach. Phase 1 built individual capability across the organization. Phase 2 makes that capability structural: documented, transferable, independent of any one person's memory. Phase 3 is where repeated, structured work becomes automated. The foundation for that is what these artifacts establish.