AI & Governance • Practical guardrails

AI & Governance

AI helps—but only when it’s governed. BirdSec focuses on safe adoption, auditability, and data protection.

What we allow AI to do

Summarize public threat intel

Translate advisories into “why it matters” and mitigations

Low risk

Draft policies and templates

Then reviewed + customized + approved by humans

Guarded

Assist triage workflows

Only with logging, oversight, and constrained inputs

Controlled

Sensitive data into public tools

No customer secrets in uncontrolled LLMs

Never

Unreviewed actions on production

No autonomous “fixes” without approval gates

Never

AI outputs must be grounded in approved internal data

Sources are allow-listed sources and tested for prompt injection and provenance risk

Never

Policy

Clear rules, examples, and escalation paths for AI usage.

Controls

Prevent sensitive data leakage; retain audit evidence for investigations.

Assurance

Prompt-injection checks, access reviews, and vendor due diligence.