Canonical product overview
What is Teleon?
Teleon is the trust layer for AI agents. It adds enforceable controls, verifiable evidence, privacy protection, and measurable trust signals to agents built with existing models and frameworks.
Written and reviewed by Teleon · Updated 23 September 2026
What problem does Teleon solve?
AI-agent teams need to know what an agent did, which policy applied, whether sensitive data was protected, and what evidence supports a safety or compliance claim. Teleon observes and enforces agent activity and preserves the resulting evidence for operators, customers, and auditors.
Core capabilities
Policy enforcement
Evaluate model requests and agent actions against explicit organizational policies.
Verifiable audit trails
Record decisions, evidence, provenance, and signatures so activity can be independently reviewed.
Privacy protection
Tokenize classified sensitive values before they reach downstream storage and processing.
Continuous testing
Probe agents for safety, security, privacy, and reliability weaknesses and retain the resulting evidence.
Trust signals
Summarize observed evidence through scoped Trust Scores and externally visible Trusted Badges.
Compliance evidence
Package relevant records for governance, customer assurance, and audit workflows.
How does Teleon integrate?
Teams can use one path or combine them according to their enforcement and evidence needs.
Gateway
Inline enforcement at the model boundary by changing the model API base URL.
Framework SDK
In-process observation of tool execution, memory, handoffs, retries, and provenance.
Sidecar
Out-of-process deterministic enforcement alongside the agent application.
Compare the three integration paths or read the technical documentation.
What Teleon does not claim
Teleon does not automatically make an organization compliant, certify that an AI agent is safe, or replace legal, security, and governance review. Trust Scores and Trusted Badges describe observed evidence within their stated scope; they are not guarantees.
How can evidence be verified?
Teleon exposes public audit-signing keys so authorized evidence can be checked independently. See the Teleon Trust page.