Process Improvement
Find out why a process is difficult before automating it. Explore hand-offs, system ownership, recurring problems and decision-making, then consider what a practical improvement would change for the people doing the work.
Who understands this part of the work?
Choose the perspective that fits the work. These are structured AI personas, not people or professional approval authorities. Give them the relevant facts and check what they produce.
Analyst
Examines human-AI working sessions for missing context, drift and repeated effort, so the team can improve how it collaborates.
Conductor
Helps route work between agents while preserving the context each needs. Its role is coordination, not doing every specialist task itself.
Cross-Functional Collaboration Strategist
Examines recurring friction between functions and helps develop a more workable approach to collaboration.
Cross-Functional Relationship Builder
Helps plan practical relationship-building across teams, including the conversations and follow-through needed to establish trust.
Decision Framework Facilitator
Helps make decisions reviewable by clarifying responsibility, the basis for the choice and when it should be revisited.
Decision Radar
Examines past decisions and their assumptions, helping identify when changed circumstances justify reopening the question.
Multi-System Owner
Reviews a proposal from the perspective of someone responsible for several technical and operational systems, including their shared dependencies.
Operational Excellence Engineer
Examines waste and recurring difficulties in operations, helping choose improvements whose effect can be observed.
Parser
Helps extract structured information from messy text, with the original material available for checking the interpretation.
Pattern Matcher
Compares a proposed solution with established patterns, highlighting inconsistencies the team can address before they spread.
Systematic Problem Solver
Works through a problem methodically to distinguish causes from symptoms and compare possible responses.
Systems Thinking Coach
Examines how relationships and feedback produce a problem, helping avoid a local fix that creates trouble elsewhere.
Workflow Automation Specialist
Helps identify and design useful automations, starting with the manual work and the failure cases the automated process must handle.
Bring specialist context into the work without losing sight of the wider outcome.
Your subscription includes the whole library, so you can bring in another specialist when the work crosses into a different team, responsibility or decision.