Practical guidance on securing AI agents, tools, and the systems they act on, written by the team building the trust layer for AI agents.
An API gateway manages traffic structure and routing; an AI security gateway inspects what that traffic actually means and enforces policy on prompts, tool calls, and model output.
Deciding whether TELEON fits your AI security program means matching its actual verified capabilities, gateway enforcement, audit trail, vault tokenization, trust scoring, against what your specific agents and risks actually need.
A trust report built on TELEON's trust scoring summarizes how an agent's activity compares to its own established pattern over a period, useful as a review signal but not a verdict on its own.
Audit verification means actually confirming TELEON's recorded trail matches what should have happened, testing coverage and accuracy rather than assuming a recording mechanism worked correctly by default.
TELEON's policy enforcement for agent tools evaluates each tool call against configured rules at the gateway boundary, returning an allow, deny, or hold-for-approval decision before the call executes.
A sidecar deployment runs TELEON's enforcement alongside an application process rather than as a separate network hop, trading some operational simplicity for a different set of tradeoffs than a gateway.
In AI analytics workflows, TELEON enforces policy on which data an analytics agent's queries can reach and records what was queried, complementing rather than replacing data access control.
In AI clinical intake workflows, TELEON enforces policy on which actions an intake agent can take automatically, tokenizes sensitive patient data in transit, and records the decision trail.
In AI hiring workflows, TELEON enforces policy on which actions a hiring agent can take automatically versus which require human approval, and records the decision trail for later review.
In AI-powered refund workflows, TELEON enforces thresholds and approval gates on refund tool calls, and keeps an audit trail of exactly which refunds were approved, denied, or held, and why.
In agentic customer support, TELEON enforces policy on the tool calls a support agent makes on a customer's behalf, and records what happened for later dispute resolution.
TELEON secures Pydantic AI agents by enforcing policy at the tool-call boundary, complementing the framework's own type validation rather than duplicating it.
