Technology
Prompt Injection Defense
Prompt Injection Defense implementation for production software delivery with clean architecture, maintainability, and predictable rollout.
Best For
Ideal use cases
Products exposed to user input and untrusted content sources
Teams enabling tools/actions through assistants or agents
Systems handling sensitive data or role-based access rules
What We Build
Projects we deliver
Threat models and mitigation plans
Layered guardrails across prompts, retrieval, and tools
Safety monitoring and regression tests for risky scenarios
Ecosystem
Compatible tools & integrations
Seamless Integrations
Works with your existing stack
Use Cases
Recommended use cases
Public-facing support chatbots
Internal copilots with access to sensitive docs
Agents that can trigger external actions
Delivery
How we deliver
We treat safety as a system property, not a prompt tweak.
Controls are designed to preserve usefulness while reducing risk.
Monitoring and tests are included so safety improves over time.
FAQ
Frequently asked questions
No single technique is perfect, but layered controls significantly reduce risk and improve resilience.
Not when designed well. We tune guardrails to protect critical risks while keeping UX clear and helpful.
Yes. We align retrieval and tool access with RBAC so behavior matches your security model.
AI
Add AI on top of this stack
Two common AI services that pair well with this technology, plus a fixed-scope gig to start quickly.
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