Evaluation, Trust & Safety · Red Teaming

Break it before
someone else does.

Adversarial probe development and execution across 8 harm categories — jailbreaks, prompt injection, data exfiltration, harmful uplift — by domain-vetted specialists.

Capabilities

Built for production, not just demos.

  • Jailbreak resilience (DAN, roleplay, multi-turn, multilingual)
  • Prompt injection through tool calls, RAG and document content
  • Data exfiltration via tool chains and reasoning traces
  • Harmful uplift probes for bio/chem/cyber risk
  • Privacy probes (PII memorisation, membership inference)
  • Multilingual + culturally-adapted probe sets
  • Continuous probe-set refresh as new vectors emerge
  • Patch validation after mitigations ship
Specs at a glance
Harm categories8 + custom
Probes1k+ per category
Languages60+
Refresh cadenceMonthly
SpecialistsSecurity PhD, ex-Bug bounty, MD
DeliveryAPI · JSONL · PDF report
Workflow

How a typical engagement runs.

Step 1

Scope

Map your threat model, AUP and applicable regulations to harm categories.

Step 2

Develop

Build probe sets per category — generative + curated + culturally-adapted variants.

Step 3

Execute

Run against your model with multi-turn + multilingual coverage.

Step 4

Triage

Categorise findings by severity; reproducible exploit chains documented.

Step 5

Validate

Re-run after mitigations to confirm fix + check for regressions.

Deliverables

What you get in your bucket.

Probe set (JSONL) per harm category
Attack success matrix
Reproducible exploit walkthroughs
Severity-ranked findings report
Mitigation recommendations
Pre/post mitigation diff
FAQ

Questions, answered.

Do you do bio/chem/cyber harm probing safely?

Yes — we use proxy benchmarks calibrated against published-safe datasets (e.g. WMDP) and never produce actionable harm content. Our methodology mirrors leading lab safety practices.

How often should I red-team?

Quarterly at minimum, plus before every major release. Probe sets refresh monthly to catch new jailbreak patterns.

What about multimodal (image / audio) attacks?

We probe vision, audio and document inputs — including steganographic prompt-injection via images and adversarial audio.

Do you support EU AI Act red-teaming requirements?

Yes — our deliverable maps to GPAI Code of Practice obligations and the high-risk system testing requirements.

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