AI agent governance assessment

Economic Firewall Readiness Grader

Grade whether your agent/API stack can handle autonomous authority: identity, request-path budgets, MCP tool policy, revocation, delegation, Evidence Pack capture, routing, and paid-rail context.

Agent identity

Can you attribute every API/tool call to tenant, agent, workflow, delegated sub-agent, token, route, and model?

Budget enforcement

Can you block or route requests before they exceed per-agent, per-session, per-tool, daily, or per-request budgets?

MCP governance

Do MCP tool calls have prices, authority scope, risk tiers, denial reasons, and Evidence Pack trails before tools execute?

Revocation

Can you revoke or narrow an agent capability before the next request without rotating global API keys?

Delegation

When agents spawn sub-agents, does delegated authority shrink by budget, scope, tool list, route, and expiry?

Audit evidence

Can finance/security/platform teams reconstruct who had authority, what happened, why it was allowed or denied, and which policy decided?

Economic routing

Can routine agent work route to cheaper providers while premium models require budget or justification?

Paid-rail context

When value moves across paid rails, can you preserve payment context alongside authority, denial, delegation, and revocation evidence?

Readiness score
0
F

Not ready for autonomous authority

This is static-key/dashboard territory. Put governance in the request path before scaling agents.

Priority fixes

Agent identity

Start in Observe mode and require agent/workflow metadata on every request before enforcing authority or optimizing spend.

Budget enforcement

Move high-risk routes from dashboard-only monitoring to request-path Control policy.

MCP governance

Proxy MCP traffic and assign explicit policy, price, risk, and Evidence Pack fields to search, browser, cloud, code, data, and premium API tools.

Revocation

Replace broad keys with scoped, expiring capabilities and immediate kill switches.

Delegation

Require attenuation: child agents should inherit less power, not a copy of parent credentials.

Audit evidence

Record the authority chain, policy decision, denial reason, estimated cost, remaining budget, route, tool, credential, and upstream outcome for Evidence Pack export.

Economic routing

Add model/route policy that defaults to economical paths and reserves premium calls for justified work.

Paid-rail context

Govern paid calls across x402, L402, AgentCore Payments, Pay.sh, API-key billing, or enterprise ledgers without making payment the center of the control model.

What the grader measures

Authority

Agent identity, scoped credentials, expiry, attenuation, and revocation.

Budget and authority limits

Request-path budgets, scoped authority, per-tool caps, model routing, and loop prevention.

Evidence

Evidence Pack trails that explain authority, spend context, policy decision, denial reason, route, and outcome.

Paid-rail context

Observe, Control, and Charge paths for internal agents and rail-aware paid calls.

FAQ

Economic firewall readiness questions

What is economic firewall readiness?

Economic firewall readiness measures whether an organization can observe, control, audit, revoke, route, budget, and preserve paid-rail context for AI agent/API activity before requests execute.

What score means we are ready for autonomous agents?

A score above 85 means most core request-path controls are in place. Lower scores indicate gaps in identity, budget enforcement, MCP governance, revocation, audit, routing, or payment.

How does SatGate improve readiness?

SatGate sits in the request path to observe agent/API activity, enforce budget and access policy, revoke scoped capabilities, preserve Evidence Pack proof, route economically, and govern paid rails when value moves.

Which gaps should teams fix first?

Teams should fix request attribution, hard budget enforcement, MCP tool policy, scoped revocable credentials, and Evidence Pack capture first because those controls stop unauthorized actions before execution.

Is a dashboard enough for economic firewall readiness?

No. Dashboards help explain activity after it happens, but economic firewall readiness requires request-path controls that can allow, deny, route, revoke, delegate, or preserve paid-rail context before agents execute work.

Move weak areas into request-path control

SatGate governs agent authority before execution: Observe every agent call, Control risky requests before they execute, and Prove allowed, denied, delegated, revoked, or paid decisions with an Evidence Pack.