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Observability Layer

Open for qualified pilot

Sentinel

Observability, anomaly detection, and mission assurance for autonomous workflows.

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Problem

The challenge

When an AI agent behaves unexpectedly — produces anomalous output, takes an unauthorized action, or enters an unexpected state — most deployments have no signal. The incident is discovered after the fact, if at all.

Capabilities

What Sentinel provides

Behavioral signal collection

Sentinel collects structured signals from agent execution: capability invocations, state transitions, output characteristics, latency, and cost.

Anomaly detection

Defined anomaly signatures trigger alerts when agent behavior deviates from its specified behavioral envelope.

Policy boundary monitoring

Sentinel monitors whether the agent is operating within its permitted capability set and escalates when boundaries are approached or crossed.

Audit event stream

All Sentinel signals are structured and exportable — forming the observability layer for agent audit.

Human escalation triggers

Sentinel defines the conditions under which human review is required, and surfaces those conditions in real time.

Mission assurance

Continuous signal monitoring ensures autonomous workflows remain within defined safety and accountability parameters.

High-assurance environments

Sentinel is designed for operational contexts where behavioral observability, audit accountability, and escalation control are non-negotiable requirements. Suitable deployment environments include public safety operations, critical infrastructure, regulated enterprise, defence support contexts, and any autonomous workflow environment where mission assurance is a genuine requirement.

Pilots are available for qualified organizations with a defined test environment.

Request a qualified pilot

EPICORTEK works with teams testing agent observability, policy boundary monitoring, and audit in responsible operational settings.

What a pilot involves:

  • A real agent deployment where behavioral monitoring is a genuine requirement
  • Integration of Sentinel’s signal collection layer into the agent’s execution path
  • Definition of the anomaly signatures relevant to your agent’s behavioral envelope
  • A 60–90 day engagement with documented signal analysis and outcomes

Qualified pilot partners operate in:

  • Public safety, critical infrastructure, or defence support environments
  • Organizations where agent behavioral accountability is a compliance or risk requirement
  • Teams running AI agents in controlled or near-production environments
  • High-assurance environments requiring audit and accountability for autonomous decisions

What pilot partners receive:

  • Full signal schema and anomaly detection architecture (under NDA)
  • Direct collaboration with the EPICORTEK architecture team
  • Influence over the production roadmap
  • First-mover access to the production release

To request a qualified pilot, visit epicortek.com/en/contact or email hello@epicortek.com.

Evidence & verification

  • Architecture documented

    Pilot evaluation available for qualified organizations. No production deployment claims.

  • Pilot design ready

    Pilot integration requirements and success criteria are defined. Available under NDA to qualified partners.

Development roadmap

  1. Research — Complete

    Signal model and anomaly signatures

    Telemetry schema, anomaly detection model, and escalation trigger design completed.

  2. Pilot — In progress

    Controlled pilot with one agent deployment

    Deploy Sentinel alongside a real agent to validate signal collection and anomaly detection.

  3. v1 — Planned

    Production observability layer

    Stable telemetry API, dashboard, and alerting integration.

◈ Pilot-ready

Sentinel is open for qualified pilot. Pilots are available for qualified organizations with a defined test environment. No production deployment claims are made. Pilot participants receive signal schema documentation and direct collaboration with the EPICORTEK team.

Request a qualified pilot

Pilots are available for qualified organizations with a defined test environment.

Request pilot Contact EPICORTEK

EPICORTEK

Work with EPICORTEK

Interested in piloting this system or reviewing the architecture? Contact us to discuss your environment.

Contact EPICORTEK View all work