Guardrails AI
Run validators that detect or correct undesirable properties in LLM inputs and outputs.
Official product pageAvery Rulebook for Guardrails AI
Validate model output, then validate the enterprise decision.
Guardrails AI provides reusable validators for model inputs and outputs. Rulebook adds confirmed enterprise policy, contextual decisions and an evidence chain that is independent of model text.
The operating reality
A response can be well-formed, on-topic and free of sensitive data while still violating a product, jurisdiction or approval rule. Output validity and enterprise permission are different checks.
Keepthe product you chose
Addexecutable enterprise policy
Provewhy every action was allowed
The runtime compliance gate
Check the answer or action before it creates impact.
Rulebook evaluates live context against the confirmed policy and regulatory rules that apply, then returns a decision the agent must follow.
01Context
Actor, purpose, data, jurisdiction and proposed action
02Gate
Allow, deny, obligations or named human review
03Audit
Evidence, rulebook version and signed decision trace
Architecture boundary
Avery Rulebook
Evaluate whether a conclusion or action is permitted under the applicable enterprise rule set.
Guardrails AI validates content properties. Rulebook validates enterprise policy conditions and returns a governed decision.
Why the gap persists
Policies exist. Runtime compliance gates do not.
01
Generic validators do not know internal authority matrices.
02
Validation results may not bind to a published policy version.
03
Corrected text can still imply an unauthorized action.
Rulebook in the workflow
Validate
Guardrails AI checks structure, safety and quality constraints.
Decide
Rulebook evaluates business context against confirmed policy.
Release
The application returns or acts only after both control classes pass.
Potential outcomes
Make compliance a gate in the work, not a report about the work.
- Layered model and business validation
- Clearer control ownership
- Policy receipts beyond pass or fail validation
Questions leaders ask
Can Rulebook call validators?
The integration can compose both services. Rulebook records its own model and decision evidence where configured.
Is every Rulebook decision deterministic?
Tier 0 is deterministic. Higher tiers can use approved model-assisted workflows with that usage recorded.
Executive briefing
Add an auditable compliance gate to Guardrails AI integration.
Bring one consequential agent workflow. We will map the governing policies and regulations, runtime gate, human authority and auditable evidence path with your team.
Request a briefing