CollieAi — real-time AI control plane and AI security platform for production LLM apps
CollieAi is a real-time AI control plane that lets teams safely ship and operate LLM applications, chatbots, RAG pipelines, and AI agents (agentic AI) in production. It sits inline on every model call as a drop-in layer and unifies three things you'd otherwise stitch together from separate tools: AI security, LLM observability, and AI governance. In short, CollieAi helps you protect, observe, and govern every LLM call — without changing your application code or your model provider.
Most AI guardrail and LLM security tools stop at blocking attacks. CollieAi goes further: the same inline position that blocks prompt injection also gives you full visibility into every request and response, plus the policy, access, and audit controls your security and compliance teams need. It's an AI firewall, an LLM security gateway, and an AI security posture management (AI-SPM) layer in one.
HOW IT WORKS
Provider-agnostic — works with any model: OpenAI, Anthropic Claude, Google Gemini, Azure OpenAI, AWS Bedrock, DeepSeek, and self-hosted / open-source models. Protects agentic AI, MCP (Model Context Protocol), and tool-calling workflows. Integrate three ways:
- Drop-in proxy: point your existing OpenAI-compatible client at CollieAi with a one-line change (swap the base URL) — no SDK, no rewrite.
- Native SDKs for Python, Node, and .NET (bring-your-own-model), with real-time token-by-token SSE streaming.
- Async API for batch and webhook-driven workloads.
Every request and response is inspected bidirectionally in real time at low latency (≤20 ms median), so protection, logging, and policy enforcement happen on the live path — before anything reaches your users.
PROTECT — real-time guardrails on every prompt and response
A configurable rules engine runs on inbound prompts and outbound responses. For each rule you choose a direction (inbound, outbound, output, or all) and a decision (block, mask, monitor, normalize, or allow), and mix detection methods — fast pattern rules, lightweight ML models, and LLM-based reasoning — each with its own thresholds. Coverage includes:
- Prompt injection and indirect (paraphrased) prompt injection protection, plus jailbreak detection
- PII detection, redaction, and masking — credit cards, IBAN/BIC, SSNs, emails and more (with checksum validation)
- Secrets and API-key detection (tokens, private keys, credentials)
- Data loss prevention (DLP)
- Output safety — block or monitor unsafe content by category (violence, self-harm, illegal acts, and more)
- Profanity and sensitive-word filtering via custom, multi-language dictionaries (brand safety, competitor and sensitive terms)
- Malicious-URL filtering and URL-exfiltration protection (block schemes and IP literals; allow trusted domains)
- Hidden-payload detection — decode and block base64-encoded payloads and file data
- Prompt normalization (NFKC, lowercase, zero-width/homoglyph removal) to defeat obfuscated attacks
- Language detection to restrict unsupported or disallowed languages
Full coverage of the OWASP Top 10 for LLM Applications. Start in Monitor mode to see what would be flagged, then switch to Protect when you're ready.
OBSERVE — full visibility into your AI traffic
- Real-time analytics: total requests, blocked, monitored, average latency, and token usage — per environment, over 24h / 7d / 30d
- Requests-per-hour trends with blocked volume stacked on top
- Threat breakdown: passed vs. monitored vs. blocked
- Full request/response traces and logs for debugging and investigation
- Anomaly detection and configurable alerts
- SIEM integration to feed your existing security stack
- A live Security Score summarizing your posture
GOVERN — policies, access, and audit for AI
- A central policy and rules library, organized by project and environment
- Role-based access control (RBAC) and team management
- Provider-token management and scoped API keys
- Reusable dictionaries for custom filtering
- Audit logging with configurable log retention
- AI risk management aligned to the OWASP LLM Top 10, NIST AI RMF, ISO 42001, and the EU AI Act
- Helps you address shadow AI and meet GDPR, PCI DSS, HIPAA, and SOC 2
BUILT FOR PRODUCTION
- Real-time, low-latency enforcement that won't slow your app
- Unlimited projects and API keys
- Deploy as a managed cloud service or fully self-hosted for complete data control and residency
- Configurable retention — keep what you need, drop what you don't
WHO USES CollieAi
Teams building and running LLM apps, chatbots, RAG systems, and AI agents in production — from early-stage startups to regulated enterprises, worldwide. Primary buyers are engineering, platform/MLOps, and security/compliance teams, with strong fit in fintech, healthcare, SaaS, gaming, and any organization handling sensitive or regulated data in AI.
GET STARTED IN MINUTES
A guided setup lets you pick the threats you care about — prompt injection, PII & financial data, secrets & API keys, malicious URLs, profanity, and hidden payloads — and CollieAi configures sensible defaults for you. Start free (no credit card) with a generous monthly request allowance, and scale up when you're ready. Early-stage startups can apply for 6 months of the Growth plan free.
Average Rating: 4.6/5.0
Total Reviews: 6
Who Is the Company Behind CollieAi?
Who Uses This Product?
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Company Size: 67% Medium, 50% Small
