Attack surfaces evolve faster than most roadmaps — we map blind spots before they become incidents.
GenAI Security
Ship AI features customers trust — without surprise incidents
We help you design, test, and monitor GenAI systems where prompts, tools, and data interact in high-stakes workflows.
Limited time slots — book early to hold capacity
Problem → Impact → Solution
Prevent data breaches, avoid compliance penalties, and secure before attackers exploit blind spots.
Problem
Prompt injection and tool misuse exfiltrate data through models your team trusts as “internal”.
Impact
Regulatory exposure when AI outputs leak protected data across tenants.
Solution
We combine threat modeling with hands-on testing: adversarial prompts, tool-boundary tests, and data-flow analysis across retrieval, caching, and observability.
The problem
- Prompt injection and tool misuse exfiltrate data through models your team trusts as “internal”.
- Sensitive context in RAG pipelines becomes a data breach waiting for the wrong query.
- Shipped AI features bypass classic app reviews — attackers won’t.
Stop guessing — get an evidence-backed plan
Limited time slots per month. We prioritize teams ready to remediate.
Exposure we eliminate
Technical exposure
- — Unauthorized actions via agent/tool chains, SSRF, and over-scoped integrations.
- — PII/PHI leakage through model responses, logs, traces, and feedback loops.
- — Jailbreaks and policy bypasses that defeat naive guardrails overnight.
Business & compliance impact
- — Regulatory exposure when AI outputs leak protected data across tenants.
- — Brand and trust loss from public incidents — harder to recover than a single CVE.
- — Blocked enterprise adoption when customers demand proof of AI safety controls.
How we secure enterprise systems
Our security approach pairs adversarial testing with control design your engineering org can operate — not shelf-ware.
Assume-breach testing
We chain realistic attacker paths across apps, APIs, cloud, and identity — where breaches actually start.
Control mapping you can audit
Findings tie to likelihood, impact, and remediation effort so legal, security, and engineering align on fixes.
Validated remediation
Retests and guardrails prove risk reduction — so you can answer boards and customers with evidence.
Our approach
We combine threat modeling with hands-on testing: adversarial prompts, tool-boundary tests, and data-flow analysis across retrieval, caching, and observability.
You get concrete controls: scoping, policy layers, human-in-the-loop patterns, monitoring signals, and release gates appropriate to your risk class.
Book before attackers cost you more
Avoid compliance penalties — we help you prove control and close gaps fast.
How we work
- 1
Use-case mapping
Define actors, data classes, tools, and failure modes. Clarify what “safe” means for your product.
- 2
Design review
Architecture and data-flow review with security requirements for retrieval, memory, and tool access.
- 3
Adversarial testing
Targeted prompt/tool tests and abuse-case simulations with reproducible scenarios.
- 4
Launch readiness
Monitoring recommendations, incident playbooks, and a retest cadence as models and tools evolve.
Related cybersecurity services
Explore adjacent programs from Darshan Dwarkanath — then book a Claim Your Free Security Audit to prioritize fixes.
Next step
Ready to harden your attack surface?
Limited time slots per month. Book a free security assessment — we’ll map exposure, compliance pressure, and the fastest path to defensible fixes.
Limited time slots per month — reserve capacity early