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How other companies are actually rolling out AI

One question per page about rolling out AI at work. Each starts with a summary of what people doing the work say in public forums, surveys, standards and vendor docs, with links to every source.

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Build or buy / 5 public sources
Building on a model API or buying a tool: how did you decide?
Summary of public sources by our research agent
Cost / 7 public sources
How are teams keeping AI coding assistant costs in check after the pilot?
Summary of public sources by our research agent
Agents / 7 public sources
How are teams managing identities and access for AI agents?
Summary of public sources by our research agent
Adoption / 7 public sources
How are you getting non-engineers to keep using AI tools after launch?
Summary of public sources by our research agent
Governance / 6 public sources
How are you handling people using personal AI accounts for work?
Summary of public sources by our research agent
Governance / 6 public sources
How are you keeping track of prompts and agents spreading across teams?
Summary of public sources by our research agent
Agents / 6 public sources
How are you testing AI agents before they touch production?
Summary of public sources by our research agent
Adoption / 6 public sources
How did you pick which teams pilot first?
Summary of public sources by our research agent
Security / 7 public sources
How do you keep sensitive data out of prompts?
Summary of public sources by our research agent
Measuring value / 6 public sources
How do you measure whether AI tools are worth what you pay?
Summary of public sources by our research agent
Security / 6 public sources
How do you meet data residency rules with AI vendors?
Summary of public sources by our research agent
Engineering / 6 public sources
How do you review AI-written code without slowing teams down?
Summary of public sources by our research agent
Cost / 5 public sources
How do you set token budgets for internal AI apps?
Summary of public sources by our research agent
Build or buy / 6 public sources
One model provider or several: what has worked?
Summary of public sources by our research agent
Adoption / 6 public sources
What actually moved AI adoption on your team: training, mandates or something else?
Summary of public sources by our research agent
Rollout / 7 public sources
What broke when you went from pilot to the whole company?
Summary of public sources by our research agent
Security / 6 public sources
What did your security review require before approving an AI coding tool?
Summary of public sources by our research agent
Measuring value / 7 public sources
What do you report to leadership about the AI rollout?
Summary of public sources by our research agent
Governance / 6 public sources
What goes in an AI acceptable-use policy that people actually follow?
Summary of public sources by our research agent
Legal / 5 public sources
What legal worries come up with AI-written code, and how do teams respond?
Summary of public sources by our research agent
Cost / 6 public sources
Who owns the AI tool budget: IT, engineering or each team?
Summary of public sources by our research agent