What is AI enforcement infrastructure?

AI enforcement infrastructure is the layer that intercepts and enforces policy on AI actions before they execute, ensuring agents cannot take unauthorized actions even when instructed to do so.

What is fail-closed execution in AI systems?

Fail-closed execution means that if an AI agent cannot verify it has authorization to take an action, it refuses to proceed. No action is taken without a valid, verified approval.

How does AI Syndicate differ from logging tools?

Logging tools record what happened after the fact. AI Syndicate enforces policy before execution occurs and records who approved what, with what parameters, under which policy version.

Pricing for regulated AI execution paths

Each product addresses a different enforcement boundary. Pricing is scoped by where the AI agent touches client records, trade execution, KYC, AML, or reportable transaction workflows.

Syndicate Code

No licence required

Evidence chain entry point for engineering teams operating in regulated environments.
Policy-enforced execution at the developer terminal. Approval binding to parameters. HMAC-signed evidence ledger.
Core provider coverage including OpenAI, Anthropic, Google, and self-hosted models.
Gate recommended for end-to-end inference traceability.

Review Syndicate Code evidence model

GATEWAY

Syndicate Gate

SaaS

Multi-tenant hosted. Policy evaluation before inference. Database-enforced budget invariants. Pre-execution evidence. Starting from $7,500/month for production workloads. Volume pricing is scoped during technical review.

Starting scope

One governed production environment.
Core provider routing and request-time policy enforcement.
Pre-execution evidence records and budget invariant reporting.
Technical review to define volume, SLA, retention, and support terms.

Enterprise (Self-Hosted)

Deploy in your own VPC. OIDC enterprise auth. BYOK credential management. ControlPlane Enterprise request events with enforcement evidence. Pricing is scoped against environment, control requirements, and support model.

syndicategate.ca

Syndicate Claw

Scoped review

Self-hosted. Pricing reflects deployment requirements and enforcement scope.
Fail-closed policy engine. Approval binding to workflow state. Hash-chained append-only evidence ledger.
v2.0.0: workflow engine, HITL approvals, namespaced memory, connectors, scheduled execution.
Technical review required for production enforcement scope.

syndicateclaw.ca

Enterprise Control Plane

Ready for deployment under defined enterprise infrastructure and operational assumptions. Provides fail-closed execution control, PostgreSQL-backed durable state, OIDC/JWT-authorized control paths, verifiable execution records, and security-gated build and release checks.

Deployment assumes customer-managed infrastructure, identity integration, and operator ownership of backup, observability, retention, database access controls, and network policy enforcement.

Review private-offer path Review enterprise readiness brief

We work directly with platform engineering and technology risk teams evaluating enforcement infrastructure for Canadian capital markets environments.