Nov 2025 - Present
Shipping an AI firewall that stops prompt injection under 50ms
Product Manager • Koreshield
Defined the product and go-to-market for real-time prompt injection detection that sits between enterprise applications and their LLM providers with under 50ms overhead.
Challenge
Enterprise teams wanted to ship AI copilots fast, but had no practical guardrails for indirect prompt injection, data leakage, and policy violations across CRM-heavy workflows.
Approach
- • Defined the MVP around the highest-risk customer path: retrieval + response generation in CRM use cases.
- • Partnered with engineering to prioritize real-time middleware checks over heavyweight post-processing.
- • Designed measurable trust signals for buyers: detection coverage, false-positive rate, and time-to-remediation.
- • Mapped product packaging to security and platform buyers to tighten go-to-market positioning.
Outcome
- • Established a clear product narrative that connected model risk to business impact for non-technical buyers.
- • Delivered a focused v1 scope that reduced implementation complexity for pilot customers.
- • Created a repeatable discovery framework now used to prioritize new integration opportunities.
Skills Demonstrated
AI SafetyProduct StrategyB2B SaaSGo-to-Market