Use Case Scenarios

Case Studies

Illustrative scenarios showing how teams use AgentMD for governed agent execution. Outcomes are based on typical adoption patterns.

Real customer case studies with named organizations will be added as we grow. Contact us if you'd like to share your story.

Financial Services

Fintech Squad

40% fewer failed deployments

A 12-person fintech team reduced deployment failures by 40% after adopting AgentMD. AGENTS.md enforces deterministic build and test flows, with human approval for production deploys.

Key Outcomes

  • Guardrails prevent direct production changes
  • Slack approval for deploy steps
  • Audit trail for compliance reviews
SaaS

SaaS Platform Team

12 hrs/month saved on CI triage

A platform team running 200+ repos cut manual CI triage from 15 hours to 3 hours per month. AgentMD executes AGENTS.md commands with permission boundaries, surfacing success rates and ROI metrics.

Key Outcomes

  • Execution success rate dashboard
  • ROI calculator with labor value
  • Deterministic workflows for reproducibility
Agency

Agency Multi-Repo

3x faster onboarding

An agency managing 30+ client repos standardized on AGENTS.md. New developers get a single source of truth for build, test, and lint. AgentMD validates and runs across all repos.

Key Outcomes

  • Template gallery for React, Next.js, Python
  • Agent-readiness score per repo
  • Unified execution history