Continuous Enforced Scoring
Measure agent posture using actual runtime gateway enforcement and catalog metadata rather than static, self-reported surveys.
Agent Management · Compliance Framework
Move beyond periodic questionnaires to continuously computed compliance. Measure, score, and remediate agent risks in real time using enforced runtime gateway evidence.
The Challenge
But traditional periodic audits and fragmented platform logs fail to reflect actual runtime behavior. Without unified, continuous visibility across multi-platform agent estates, security and risk teams cannot detect drift, prove control enforcement, or remediate compliance gaps effectively.
Standard security questionnaires rely on self-reported claims rather than real-time, enforced runtime controls.
Running agents across disparate frameworks (such as Vertex, Foundry, or in-house builds) creates inconsistent evaluation signals and audit blind spots.
Piecing together post-hoc logs produces questionable inference rather than tamper-proof, auditor-ready evidence of agent decision chains.
The Solution
Gravitee transforms AI governance by turning compliance into a live, continuously computed property derived directly from enforced gateway traffic and agent catalog metadata. Whether applying built-in frameworks like the EU AI Act or custom internal policies, Gravitee scores agent estates in real time and provides actionable, direct remediation. By emitting immutable runtime receipts for every consequential action, the platform delivers audit-ready API state and cross-platform decision evaluation with zero developer overhead.
The Outcome
Continuous Enforced Scoring
Measure agent posture using actual runtime gateway enforcement and catalog metadata rather than static, self-reported surveys.
Direct In-Product Remediation
Automatically apply recommended platform policy fixes to bridge compliance gaps and raise risk scores instantly
Auditor-Ready Decision Receipts
Emit single-source execution receipts capturing decision chains, Guardian verdicts, human approvals, and costs for external GRC tools.
Universal Cross-Platform Governance
Enforce identical compliance frameworks and drift evaluation uniformly across Vertex, Foundry, and custom agent architectures.
How It Works
The story runs in five moves: attribute what agents spend, weigh it against the value they return, treat human approvals as a line item, set budgets that can act, and hand each team its share of the bill.
Step 1
Activate out-of-the-box regulatory frameworks or author custom enterprise policies in seconds.
Toggle built-in frameworks like the EU AI Act with zero initial configuration required
Define custom internal controls, specific risk thresholds, and control weightings
Map framework requirements directly to live gateway enforcement policies
Step 2
Evaluate agent behavior continuously using catalog metadata and live proxy traffic enforcement.
Score agents based on enforced security policies rather than unverified claims
Drill down into explainable pass, fail, or unevidenced control metrics per agent
Reconstruct multistep reasoning chains from runtime traffic to track decision quality and drift over time
Step 3
Bridge identified compliance gaps immediately from within the platform.
Receive prioritized recommendations detailing the exact actions needed to elevate compliance scores
Apply direct, platform-level policy updates with a single click where Gravitee has enforcement authority
Automatically update estate-wide compliance posture as remediations take effect
Step 4
Share verified execution evidence programmatically with auditors, GRC tools, and executive committees.
Emit tamper-proof runtime receipts capturing identity, policy version, human approvals, and token costs
Expose estate-wide compliance state programmatically via dedicated REST API endpoints
Generate rendered, human-readable PDF compliance summaries on demand for external reviews
The Stories Behind the Success
âAI agents are becoming an important interface for enterprise software, and enabling them securely is a key part of our strategy. With Gravitee Agent Management, we're able to extend our existing API program to support AI agents, transforming trusted APIs into governed MCP tools while preserving the security, observability, and operational controls our customers expect from Tealium. This allows us to innovate faster and adopt new AI capabilities without introducing unnecessary complexity."
Matthew Houser
SVP of Product and Engineering at Tealium
âBy implementing Graviteeâs AI Agent Management, we can centralize and govern access to language models and eliminate shadow IT. It also helps us consolidate our existing chatbots, which today operate in silos, and prepare for future agent-to-agent communication across use cases like HR, maintenance, and field operations.
For us, having one governed entry point for AI means better governance, cost tracking, token visibility, and control over sensitive data.â
Matthieu Klotz
Data Architect & Head of Exchange Platforms @ RATP Group
Price models, tools and human decisions in the catalog. Meter every run at the AI Gateway. Read what each agent cost, set against the value it delivered.