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Policy Enforcement

Enforce guardrails without slowing teams down

Real-time policy enforcement at the gateway level. Define organizational rules, model access controls, and compliance frameworks that automatically protect every AI interaction.

<15ms

Average policy evaluation time with zero impact on user experience

Multi-Tenant

Organization and environment scoping with inheritance and overrides

100% Auditable

Every policy decision logged with full context for compliance

How Policy Enforcement Works

Bastio evaluates every request against your organizational policies before it reaches the LLM provider. Policies are applied in real-time with configurable actions and full audit trails.

1
Request Received

User request hits gateway with organization context and tags

2
Policy Matching

Evaluate against org, team, and environment specific rules

3
Action Taken

Allow, block, modify, or require approval based on policy

4
Audit Logged

Decision, context, and rationale recorded for compliance

Comprehensive Policy Framework

Access Control Policies

  • Model access by role and environment
  • Rate limits per user, team, and organization
  • Time-based access windows and quotas
  • Cost budgets and spending controls

Content Policies

  • Block sensitive topics and inappropriate content
  • PII detection and redaction requirements
  • Industry-specific compliance rules
  • Custom keyword and pattern matching

Operational Policies

  • Provider fallback and failover rules
  • Caching policies and TTL controls
  • Retry logic and circuit breaker configuration
  • Response modification and filtering

Compliance Frameworks

  • SOC 2 Type II audit requirements
  • GDPR data protection compliance
  • HIPAA healthcare data security
  • PCI DSS payment card compliance

Policy Configuration Example

Define policies programmatically via API or through the dashboard interface. Policies support inheritance, overrides, and environment-specific configurations.

Example: Development Team Policy
{
  "policy_name": "dev_team_restrictions",
  "organization": "acme-corp",
  "environment": "development",
  "rules": [
    {
      "type": "model_access",
      "models": ["gpt-4o-mini", "claude-3-haiku"],
      "action": "allow",
      "max_cost_per_day": 100.00
    },
    {
      "type": "content_filter",
      "patterns": ["password", "api_key", "secret"],
      "action": "block",
      "notify": true
    },
    {
      "type": "rate_limit",
      "requests_per_hour": 1000,
      "requests_per_user": 100,
      "action": "throttle"
    },
    {
      "type": "approval_required",
      "conditions": ["cost > 10.00", "model = gpt-4"],
      "approvers": ["lead-dev@acme.com"]
    }
  ],
  "audit": {
    "log_all_requests": true,
    "retention_days": 90,
    "export_format": "json"
  }
}

Real-World Use Cases

Financial Services

A major bank uses Bastio to ensure all AI interactions comply with financial regulations while maintaining developer productivity.

  • • Block PII in customer support AI responses
  • • Require approval for high-cost model usage
  • • Maintain SOX compliance audit trails
  • • Separate dev/staging/prod access controls

Healthcare Technology

A health tech startup ensures HIPAA compliance while enabling AI-powered patient insights.

  • • Block healthcare PHI in all requests
  • • Restrict model access by user role
  • • Geofence requests to approved regions
  • • Automatic PHI redaction and logging

Technical Specifications

<15ms
Policy Evaluation
Average latency impact
99.99%
Policy Uptime
High availability guarantee
10K+
Rules per Org
Scale without performance impact
Real-time
Policy Updates
Zero downtime configuration changes

Ready to Enforce Your AI Policies?

Start protecting your AI workloads with real-time policy enforcement. Set up guardrails that scale with your organization.