AI-operated academy

How CyberForge Academy works

There are no human instructors. A supervisor agent routes every request through safety review to a specialist, reviews the output, and records the decision — so training stays personalized, transparent, and lab-only.

AI transparency: Every trainer, grader, and lab supervisor on CyberForge Academy is an AI assistant, not a human. Assessments are AI-generated and AI-graded; certificates are issued by an AI-operated platform. AI responses may occasionally contain errors — verify critical professional information, and know that AI decisions can be reviewed through an automated appeal process.

24

AI agents on staff

10

Courses

10

Guided labs

15

CTF challenges

The 10-step orchestration workflow

Every interaction follows the same auditable pipeline, coordinated by the supervisor agent Axis.

  1. 1

    Request received

    Every message, lab action, quiz submission, or report you send arrives at the supervisor agent, Axis.

  2. 2

    Intent classified

    Axis passes the request to the Intent Classifier (Prism), which determines what you are actually asking for and which specialist owns it.

  3. 3

    Safety review

    The Safety Guardian screens the intent for anything that would target real systems, violate authorization, or cross an ethical boundary.

  4. 4

    Routed to a specialist

    Axis dispatches the request to the right specialist agent — a subject trainer, grader, lab supervisor, or certificate authority.

  5. 5

    Specialist works

    The specialist generates the answer, lesson, grade, lab guidance, or credential within its scoped capabilities and safety boundaries.

  6. 6

    Output re-checked

    The Safety Guardian and Axis review the specialist output before it reaches you, filtering unsafe content and adding defensive context.

  7. 7

    Delivered with context

    You receive the result, always paired with detection and defense framing so offensive concepts remain educational and lab-only.

  8. 8

    Decision recorded

    Axis logs the routing, rationale, confidence, and outcome so every automated decision is auditable and explainable.

  9. 9

    Skills updated

    Your outcomes feed your skills matrix and student memory, so the next request is personalized to your strengths and gaps.

  10. 10

    You can ask "why?"

    Any grade, recommendation, or restriction exposes the AI reasoning behind it and an automated appeal path.

The safety pipeline

Nothing reaches a specialist — or reaches you — without passing safety review twice.

PAI

Stage 1

Intent classification

PrismIntent Classification Agent

Prism identifies the true request and flags ambiguous or dual-use asks for closer review.

GAI

Stage 2

Safety screening

GuardianAI Safety & Ethics Guardian

The Guardian blocks real-world targeting, unauthorized access, and destructive requests before any specialist runs.

AAI

Stage 3

Safe-alternative redirect

AxisAI Agent Orchestrator

Blocked requests are answered with an equivalent, legal exercise in a controlled lab instead of a refusal alone.

What the AIs do

Four core responsibilities, all performed by coordinated AI agents.

Teach

Specialist trainers deliver personalized lessons across ethical hacking, cloud, forensics, secure coding, and defense.

Grade

Graders assess quizzes, exams, and reports with multi-pass integrity checks and written, appealable feedback.

Supervise labs

A lab supervisor watches every command in isolated environments and blocks anything that leaves the training network.

Certify

A certificate authority issues verifiable credentials that clearly disclose AI-conducted instruction and assessment.