The AI security consultant that shows its work.
Bayescope ranks the risks most likely to hurt you — and shows the evidence behind every number. One transparent methodology, from assessment to remediation, running on your network or ours.
Scores you can't question. Advice ranked by colour code.
Security tools give you scores you can't question, alerts without context, and advice ranked by severity label. And the ones that could help most won't run where your sensitive data has to stay. You're left trusting a black box — or paying for a CISO you can't afford.
A single methodology, proven over fifty years — now pointed at your security.
It observes what's true today, finds what doesn't fit, names the one constraint that shapes everything, learns from how real attacks have unfolded, and ranks what's most likely to happen to you — updating as the evidence changes.
Observe
Build a live model of the environment — assets, identities, controls, exposure.
Detect anomalies
Find what doesn't fit the expected shape of a healthy environment.
Binding constraint
Name the chokepoint that shapes everything — the single point of most leverage.
Adapt analogues
Draw on real historical incidents as structural templates, not predictions.
Generate scenarios
Instantiate attack campaigns against this environment, staged end to end.
Rank by Monte Carlo
Simulate thousands of runs; rank by likelihood with confidence intervals.
Act
Recommend the change that reduces the most risk per euro — with the delta shown.
Update
New evidence moves the posteriors. The loop closes, and stays honest.
The security analysis you can cross-examine.
Pick any probability. Walk it back to the evidence that produced it, the prior it started from, and every update along the way. Defensible to your board, your auditor, and yourself.
The LLM never sets a probability. All quantitative work is deterministic and reproducible — the model reads documents and explains results; the mathematics is auditable Python, seeded and traceable.
Not every risk is worth fixing first.
Bayescope simulates thousands of attack scenarios drawn from real historical incidents, finds the binding constraint that most reduces your risk, and tells you the single change with the biggest effect — with confidence intervals, not guesswork.
Every simulation stores its seed and full input state. Given the same inputs, the result is bit-identical — reproducible for you, your auditor, and next quarter's you.
On-premises. Fully air-gapped. Local AI inference.
The entire analysis engine works with zero data leaving your building — built for regulated, sovereignty-sensitive organizations that cloud-only tools can't serve. The methodology engine needs no network egress at all; only the AI layer is optional, and it runs a model inside your install.
One engine, one evidence base, five capabilities.
Compliance posture, investment prioritization, adversary emulation — and, as you grow, SOC operation and response. Everything shares the same reasoning and the same audit trail.
Posture & compliance
Verified-vs-attested control status, gap register ranked by simulated risk, mapped to NIS2, DORA, ISO 27001 and CIS.
Investment & roadmap
Risk reduction per euro across the portfolio. The funded set, sequenced into a roadmap, with the probability delta on every initiative.
Adversary emulation
A generative adversary searches your environment for routes to its objective. "N viable paths to compromise; M eliminated; K critical" — grounded, defensive, never an attack kit.
AI SOC analyst
Deterministic triage and case correlation with a transparent autonomy ladder — the AI recommends, the human decides, every closure sampled and reviewed.
Investigate & remediate
Tiered, approval-gated playbooks with a counterfactual pre-flight — the modelled effect of an action, shown before anyone clicks approve.
Content is data
Scenarios, framework mappings and regulation packs are versioned, expert-reviewed content — editable without a deploy. The method is the product.
Senior-analyst work across your whole client portfolio.
Multi-tenant console, white-label reports, and per-client pricing that grows with your practice — not your headcount. One expert, many clients, consistent quality.
See Bayescope reason through your environment.
Book a methodology demo. You'll get a ranked, evidence-backed analysis — and you'll understand exactly how it got there.