01Brand, growth, content, and campaign teams
Marketing
More options and faster learning without surrendering taste or accountability.
Open playbookEight practical starting points
Role playbooks
Job titles are too blunt for good AI decisions. Explore the tasks, judgment, skills, safeguards, and pilot moves inside eight common areas of work.
Design your workflowExplore the work
Choose a point of view.
Showing 8 of 8 playbooks
01
02Operations, supply, service delivery, and process teams
Operations
Faster coordination while keeping exceptions, safety, and tradeoffs accountable.
Open playbook
03Accounting, FP&A, treasury, and finance operations
Finance
Quicker analysis with traceable evidence and clear sign-off.
Open playbook
04People operations, talent, learning, and managers
People & HR
Better workforce decisions without turning people into data points.
Open playbook
05Support, success, service, and contact-center teams
Customer Support
Faster resolution while making empathy and promises more explicit.
Open playbook
06Business development, account, and revenue teams
Sales
More preparation and follow-through without automating trust.
Open playbook
07Engineering, IT, product, data, and security teams
Technology & IT
Faster delivery with stronger review around production and risk.
Open playbook
08Executives, business-unit leaders, and transformation owners
Leadership
Better strategic range while keeping accountability unmistakable.
Open playbookA necessary caveat
“A playbook can open the conversation. The people doing the work must complete it.”
These patterns are educational starting hypotheses. Work varies by organization, industry, location, data, policy, and consequence. Involve affected workers and qualified reviewers before changing real responsibilities.