What the work actually is
Four verbs, equal weight. This page describes how we work; it is not a service catalog or a price list.
- Research — We frame questions and run programs. Negative findings are welcome.
- Engineer — We build controls and workflows that are observable, measurable, auditable, and recoverable.
- Test — We validate vendor and internal claims in the lab with evidence.
- Operationally validate — We check behavior in realistic conditions, not slideware.
The path from endpoint to governed autonomy
Each stage below builds on the one before it. These marketing pages stay endpoint-agnostic; vendor-specific wording belongs on the tool page for that tool.
Endpoint
The device is the control plane: hardware, software, configuration, vulnerability, inventory, and operational context. The mere presence of an agent on a host is not readiness.
Endpoint Truthfinder is a free open tool that reconciles directory computers against endpoint-sensor check-ins. It reports presence and freshness, not security posture. Tool-specific vendor detail lives on the Truthfinder page.
EDR
Endpoint detection and response is an engineered system of telemetry plus enforcement, not a console screenshot. Configuration alone is not effectiveness.
XDR
Extended detection and response means correlation across endpoint and adjacent telemetry. We still insist on evidence over narrative.
Automation
If condition X holds, execute action Y, with audit trails and rollback. Automation is not the same as autonomy.
Agents
Agents are objective-seeking systems that use tools inside clear bounds. The agents themselves must also be secured.
Governed autonomy
Continuously sense, reason, decide, act, verify, and learn — always under human authority, written policy, and safe failure modes.
Glossary
- Automation
- If X is true, execute Y — a fixed rule with audit and rollback.
- Agentic
- An agent receives an objective, interprets context, uses tools, and stays inside stated bounds.
- Autonomous
- Continuously sense, reason, decide, act, and evaluate, still inside explicit authority, policy, safety, and accountability.
Application control and deny-by-default may appear here as a control class, never as a vendor endorsement.