TPRM
Third-Party AI Risk Management
Every agent call goes to a third-party LLM provider. Each provider has different data handling policies, compliance certifications, and risk profiles. If 90% of your traffic goes to one provider, you have concentration risk.
What is TPRM for AI?
Third-Party Risk Management (TPRM) assesses and monitors risks from third-party vendors. For AI operations, this means managing the LLM providers your agents depend on -- Anthropic, OpenAI, Google, Mistral, and others.
Each provider has different data handling policies, compliance certifications, geographic data residency, and risk profiles. TPRM for AI tracks what data flows to which provider, monitors vendor compliance status, and identifies concentration risk.
If 90% of your agent traffic goes to one provider and they experience an outage, a pricing change, or a policy update, your entire AI workforce is affected. TPRM quantifies and manages this risk.
Why it matters in the agentic era
Every agent call is a data transfer to a third party. With BYOK (Bring Your Own Key) architectures, enterprises control which providers they use, but they need visibility into what data flows where. A single agent team might use Anthropic for reasoning, OpenAI for embeddings, and Mistral for classification -- each with different data handling commitments.
Autonomous agents compound the vendor risk. They can make thousands of API calls per hour, potentially sending sensitive data to multiple providers without human review. Without TPRM, you cannot answer the regulator's question: "Which data goes to which vendor, and what are their contractual commitments?"
How MeetLoyd implements TPRM
- Vendor risk scores -- 0-100 risk score per provider with compliance certification tracking and next assessment due dates.
- Concentration risk analysis -- Herfindahl-Hirschman Index (HHI) calculation showing provider dependency. Alerts when concentration exceeds safe thresholds.
- Data flow mapping -- Per-vendor view of data types, direction, volume, and encryption status. Know exactly what data reaches each provider.
- Contractual coverage -- DPA and SLA tracking per provider. Certificate expiry alerts so you are never caught with an expired agreement.
- Continuous monitoring -- Provider compliance status tracked continuously, not checked annually. Cert expiry and assessment schedule alerts.