Generative AI security
Test the boundaries around prompts, data, retrieval, and output.
Generative AI changes the attack surface. Norsyn evaluates untrusted instructions, sensitive context, retrieval sources, model output, integrations, and misuse—then connects technical weaknesses to business impact.
THE DECISION IN VIEW
Questions the assessment is built to answer.
Organizations deploying copilots, assistants, retrieval-augmented generation, customer-facing chat, content generation, or internal productivity tools.
Are retrieval sources, embeddings, secrets, and session boundaries protected?
Can model output trigger unsafe actions or enter trusted workflows without validation?
Are cost abuse, misinformation, monitoring, and incident response addressed?
WHAT YOU RECEIVE
Evidence leaders can use.
Norsyn makes the risk understandable without flattening the technical detail that supports it.
01
GenAI application threat model
02
Prompt and indirect-injection test results
03
Sensitive-data and context-boundary review
04
RAG and knowledge-source risk analysis
05
Output-handling and downstream-action review
06
Risk-ranked remediation plan
HOW NORSYN WORKS
Context first. Evidence throughout. Action at the end.
The depth changes with the system and consequence. The discipline does not.
Scope the decision
Define the system, intended use, data, actors, dependencies, consequence, and decision the work must support.
Examine the evidence
Review governance, architecture, access, data, model, supplier, testing, monitoring, and incident evidence.
Validate the risk
Use threat modeling and proportionate technical testing to challenge the most consequential scenarios.
Make action clear
Translate findings into business impact, priority, owner, timing, residual risk, and a practical roadmap.
THE RESULT
A stronger basis for the next decision.
- A threat model grounded in real data and integrations
- Tested high-priority abuse and failure scenarios
- Specific guardrail and architecture recommendations
- A release or remediation decision supported by evidence
COMMON QUESTIONS
Before we begin.
What does the work include?
Scope combines evidence review, stakeholder and technical discovery, threat modeling, and proportionate validation. Depth is tailored to the system, access available, consequence, and decision.
Does this certify compliance?
No. Norsyn provides independent assessment, gap analysis, readiness, and advisory support. It is not legal advice, an accredited certification, an attestation, an audit opinion, regulator approval, or a guarantee of compliance or security.
Can we start before our AI program is mature?
Yes. Norsyn can assess an early program, a proposed use case, an operating system, or a vendor under consideration. The work starts with the evidence and decision you have now.
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START A CONVERSATION
Make the next AI decision with evidence in hand.
A confidential 20-minute fit call can clarify the decision, scope, and assessment depth that make sense.