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01 For Data Science & ML Engineering Teams

The security review is already answered.

Cranium runs your models through the AI Trust Loop — Discover, Observe, Govern, Secure, Prove — continuously. Evidence builds while you build, so launch day isn't review day.

02 The problem

Good models, stalled at the gate.

Your work is solid. What slows it down isn't the model — it's everything nobody can answer about it.

01

Reviews That Stall Launches

Security asks questions your notebooks were never built to answer. Weeks pass. The model waits.

02

Opaque Model Behavior

Once agents and LLMs hit production, "what is it actually doing right now?" has no honest answer.

03

Token Costs Nobody Tracks

Spend scales with usage, not budget. The invoice is the first anyone hears about it.

03 The plan

The AI Trust Loop, in your pipeline.

Discover → Observe → Govern → Secure → Prove — continuously. Cranium folds each stage into the way you already work, so trust is a byproduct of building — not a gate at the end.

i.

Discover — Inventory Without Busywork

CodeSensor, CloudSensor, and AgentSensor find every model, dataset, agent, and dependency across your repos and cloud — and auto-generate an AI Bill of Materials for each. The documentation security keeps asking for writes itself.

Every asset, auto-inventoried
AI BOMs, zero spreadsheets
ii.

Observe — See What It's Actually Doing

Every session rendered as a sequence diagram. 100+ risk signals and 250+ intent classifications on live traffic, with deterministic non-LLM verdicts from Trace — no model grading its own homework. Token and cost tracking included, so spend surprises end here.

Deterministic verdicts, not vibes
Token & cost, per session
iii.

Secure — Red-Team Before Anyone Else Does

Cranium Arena runs adversarial testing from MITRE ATLAS and OWASP libraries against your models — prompt injection, data leakage, jailbreaks — and Arena Shield auto-remediates what it finds. You see the findings before a reviewer ever could.

ATLAS & OWASP attack libraries
Auto-remediation with Arena Shield
iv.

Govern & Prove — The Review, Pre-Answered

ComplianceAgent maps your systems to NIST AI RMF, the EU AI Act, and ISO 42001 with continuous compliance scoring. Real-time Cranium AI Cards carry the evidence. When the review lands, you send a link — not a two-week retrospective.

Continuous compliance scoring
AI Cards as living evidence
04 What changes

Ship on schedule, with proof attached.

Cranium is SOC 2 Type 2 and ISO 27001 certified, and trusted by large financial institutions — the teams with the strictest reviews you'll ever meet.

05 Build with confidence

Stop defending your models.
Start shipping them.

See the AI Trust Loop run against one of your own models — from first discovery to a review-ready AI Card.