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CYBO Defend · Explainable AI for cyber defense

Find the threat. Show the evidence.

CYBO Defend watches your network continuously and enriches and maps every device and connection, screening them against threat intelligence.

Developed and validated with the Air Force Research Laboratory, U.S. Cyber Command, and the U.S. Army Cyber Protection Brigade.

1Question, in plain English
3Trust scores on every answer
1Name on every decision

Network

01Collect02Enrich03Map 04Detect05Explain06On record
which hosts talked to known C2 this week?
answer
2 hosts, 1 corroborated across 3 sources
evidence
query shown, 41 rows returned
trust
response 91bias flag raisedsummary 88
disposition investigate @analyst · logged

Built for the people who answer for it

An answer you can act on is an answer you can defend. A defender cannot hand authority to a model it cannot question. Defend makes every answer questionable by design: the query that produced it, the data behind it, and a score for how far to trust it. That is what makes it safe to move quickly.

The analyst

Minutes to a finding you can stand behind.

Ask in plain English. Get the answer, the query, the data, and a flag when the model overreaches.

The commander

Act on an answer you can defend.

Receive findings with the full reasoning chain, not a black box, and see exactly how each conclusion was reached.

The mission owner

Speed and accountability stop being a trade off.

Every disposition logged, attributed, and tied to its evidence, across every analyst and every shift.

How it works

Six steps. One defensible picture. Collection through decision, with the reasoning kept at every step.

01

Collect

Network telemetry and host activity are gathered continuously from across the environment.

02

Enrich

Every device, connection, and observable is resolved into a common picture and screened against threat intelligence.

03

Map

The network and its relationships are laid out, so an analyst sees structure rather than raw logs.

04

Detect

Threats, vulnerabilities, and the remediations they require are identified and ranked.

05

Explain

Each finding carries the query that produced it, the records behind it, and three scores on how far to trust it.

06

On record

Every decision is logged with its full scoring record attached, ready for the commander and the next analyst.

The family

Four applications. One engine, one standard. Each application serves one mission. All of them show their reasoning, carry the evidence, and keep every decision traceable to the person accountable for it.

Briefing

Request a briefing.

CYBO Defend is briefed to defensive cyber teams and mission owners. Tell us your mission and we will set up a walkthrough with our engineers.

Request a briefing

Or write to CONTACT@ULAP.CO. A person answers every request the same day.

Briefed to
  • Cyber protection teams and defensive cyber operators.
  • Analysts who must defend a finding to a commander.
  • Mission owners accountable for what the network reports.