Observe to enforce

See the decision first. Enforce when the evidence is ready.

Use observation on supported proxy and filter paths to find client assumptions, incomplete masking rules, and unexpected query shapes before policy begins changing production behavior.

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Why this exists

A safe rollout is part of the security design

Inline enforcement affects real application behavior. Switching it on before exercising representative traffic can block legitimate queries, reveal incomplete field coverage, or hide a direct path that never crossed the boundary.

Observation separates policy evaluation from policy effect. Teams can inspect would-allow, would-block, and would-mask outcomes, correct the policy or client path, and then activate enforcement with a known change set.

What it does

Concrete controls, stated precisely.

01

Decision preview

Evaluate supported traffic against policy and record the expected outcome without immediately blocking the request.

02

Compatibility evidence

Exercise real drivers, ORMs, prepared statements, REST shapes, and application query patterns.

03

Explicit cutover

Move a validated path into enforcement, then watch block and mask outcomes for regressions.

How it works

A visible enforcement sequence.

  1. 1

    Inventory

    Record every DSN, REST base URL, MCP configuration, and credential used by the protected workflow.

  2. 2

    Observe

    Route representative traffic through the boundary and collect policy decisions.

  3. 3

    Resolve

    Fix unsupported client behavior, missing rules, and direct-path dependencies.

  4. 4

    Enforce

    Activate blocking and masking, close bypasses, and monitor the resulting decision stream.

Protected when

  • ✓Rollouts tested with representative client and query behavior
  • ✓Policy changes reviewed before they alter the protected path
  • ✓Enforcement cutovers backed by observable decisions

Important boundaries

  • —Observation records a decision but does not itself stop a harmful request
  • —Traffic that never reaches Safe Boundary cannot appear in its observation data
  • —A short or synthetic test window may miss infrequent production query shapes

Continue the story

Related Safe Boundary pages

Deployment and bypass prevention →

Route constrained callers through the boundary and close direct access paths.

Architecture →

See how the three enforcement surfaces share policy and audit semantics.

Audit and attribution →

Record policy outcomes and the identity information each surface can establish.

Test the boundary on a real access path.

Start in observe mode, validate the policy against representative traffic, and move to enforcement with explicit bypass controls.

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