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Appoly

AI Development

AI Agent Governance & Security

Guardrails, audit trails, permission frameworks, and security controls. The work that makes AI agents safe to deploy in regulated and enterprise environments.

Make AI safe to ship. And provable.

Boards and risk committees aren't blocking AI because the technology doesn't work. They're blocking it because nobody can answer their questions: Who can it act on behalf of? What did it do last Tuesday? How do we stop it doing X?

Appoly builds the governance layer that answers those questions. Purpose-designed for agents that act, not just chatbots that talk.

What we cover

  • Identity and permissions: agents inherit the access of the user they're acting for, never more.
  • Action allowlists and rate limits: preventing runaway behaviour and protecting downstream systems.
  • Comprehensive audit logging: every prompt, tool call, and outcome captured for review.
  • Evaluation pipelines: continuous regression tests so model upgrades don't silently degrade performance.
  • Privacy and data residency: alignment with the Australian Privacy Act, Notifiable Data Breaches scheme, and sector-specific requirements (APRA CPS 230, ISO 27001, SOC 2).
  • Incident playbooks: clear procedures for the day something does go wrong.