Technology
Prompt Injection Defense
Prompt Injection Defense implementation for production software delivery with clean architecture, maintainability, and predictable rollout. Built for Germany teams with EU overlap (CET/CEST-friendly).
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.
Related
Explore related technologies
Regional
Delivery considerations for your region
Compliance & Data (EU)
For Germany/EU delivery, we keep GDPR-first patterns: data minimisation, purpose-limited storage, and explicit access boundaries.
We can work under a DPA (template available on request) and implement pragmatic retention/deletion flows when needed.
- GDPR-first architecture patterns (generic, no legal claims)
- DPA template available on request
- Retention/deletion and export flows where required
- Least-privilege access and safe logging defaults
- Documented data flows and access boundaries
Timezone & Collaboration (EU)
We align to EU working hours with CET-friendly collaboration windows and async progress updates.
We keep delivery predictable: weekly milestones, documented decisions, and clear scope control.
- EU overlap with CET-friendly windows
- Async-first delivery with written decisions
- Weekly milestone demos and progress checkpoints
- Clear change control to avoid surprises
- Escalation path for blockers and risks
Engagement & Procurement (EU)
We support procurement-friendly engagements with clear scopes, milestone plans, and documentation that stakeholders can review.
For EU teams, we can structure invoices and milestones for EUR-based engagements where appropriate.
- EUR-based engagements and invoicing options
- Discovery-first option to reduce delivery risk
- Milestone-based billing and scope sign-offs
- Vendor onboarding documentation on request
- Transparent change control and approvals
Security & Quality (EU)
We prioritise reliability: reviewable PRs, predictable releases, and tests that protect critical paths.
Performance budgets and clear release discipline keep the product stable as it grows.
- CI-friendly testing: unit + integration + smoke tests
- Performance budgets + bundle checks
- Release checklist + rollback-safe deployments
- Security checklist for auth and sensitive data flows
- Observability hooks (logs + error tracking) ready for production
Want to scope this properly?
Book a page call with Germany timezone overlap (EU overlap (CET/CEST-friendly)). EUR-based engagements.
Reply within 2 hours. No-pressure consultation.