PilotPlanDocumented company use cases
How companies implemented AI in real workflows
Each case separates the business problem, implementation approach, reported outcome, reusable lesson, and missing evidence. These companies are not presented as PilotPlan customers.
How Klarna implemented an AI customer service assistant
A documented look at Klarna's customer service AI assistant, the operating problem, implementation scope, reported results, and lessons for teams planning support automation.
Review implementationHow Moderna scaled enterprise AI across scientific and business teams
A documented enterprise AI adoption case covering internal assistants, custom GPTs, clinical analysis support, policy search, and contract summarization.
Review implementationHow Rakuten implemented Claude Code for agentic development
A documented case covering autonomous coding, parallel development, testing, code review, employee agents, and reported time-to-market improvement.
Review implementationHow CRED implemented an agentic engineering workflow
A documented fintech case covering model evaluation, solution discovery, build-test-fix loops, repository documentation, testing, and observability.
Review implementationHow Vanta implemented AI-generated compliance remediation
A documented implementation of tailored compliance fix instructions using environment context, evaluation datasets, code generation, and model testing.
Review implementationHow Graphite implemented AI-powered code review
A documented AI code review case covering model evaluation, multi-step analysis, validation layers, developer feedback, and reported adoption outcomes.
Review implementationTurn a real business or technical problem into an implementation plan
Describe the challenge, constraints, current stack, budget, and timeline. PilotPlan researches the options and assembles a sourced implementation plan.