Your AI has
no immune system.
Until now.
TIP is the security firewall that sits between your users and your AI — stopping prompt injection, data leaks, and tool abuse in real time. One line of code. Five millisecond latency.
The Problem
Every AI app
ships with a backdoor.
Language models treat all text equally. They can't tell the difference between your carefully written system prompt and a malicious instruction hidden inside a PDF. Attackers know this — and they're exploiting it right now.
The Hijack
A customer uploads a resume. Hidden inside: instructions that override your chatbot. It starts sharing internal data, ignoring guardrails, doing whatever the attacker wants.
Your AI works for the attacker now.
The Leak
Your AI model knows things it shouldn't share — API keys, database credentials, system prompts, customer PII. One clever question and it spills everything, one token at a time.
Your secrets are in someone else's chat log.
The Rogue Agent
Your AI agent has access to tools — email, databases, file systems. An attacker crafts a prompt that makes your agent send emails, delete records, or call APIs it shouldn't.
Your agent is the attacker's hands now.
The Breakthrough
Same attack. Four different outcomes.
Other tools see text and give one answer. TIP understands where it came from — and that changes everything.
This exact text arrives from four different sources. Tap each one:
The #1 attack vector: hidden instructions inside documents your AI retrieves. Other firewalls miss this because they don't know it came from an external source. TIP knows — and blocks it instantly.
What You Get
Enterprise security.
Startup simplicity.
Everything your security team needs without slowing your engineers. No PhD required. No 200-page integration guide. Install it in a meeting's worth of time.
Sixteen layers of defense
Pattern matching, machine learning classifiers, and an AI judge — layered so that what one misses, another catches. Not one big filter. A pipeline.
Knows where content comes from
Every message is tagged with its origin — your system, a user, a tool, an external doc. The same words get different treatment based on trust level.
Catches slow-burn attacks
Some attackers spread manipulation across many messages. TIP watches the full conversation arc, not just individual turns. Research-backed detection.
Your rules, plain YAML
Define what gets blocked, flagged, or allowed in readable config files. Change policies without redeploying. 18 built-in rule macros for common patterns.
Keeps agents in check
When your AI agents talk to each other, TIP verifies identity, enforces capability limits, and prevents privilege escalation. No rogue delegations.
Stops leaks mid-stream
Works token-by-token as your model generates. Catches API keys and credentials being leaked across token boundaries — before they reach the screen.
How It Works
Four steps. Five milliseconds.
Your users won't notice any slowdown. Attackers will notice they can't get through.
Intercept
A message arrives — from a user, a document, a tool, or another agent. TIP intercepts it before your model processes it. No code changes needed.
Identify
Where did this content come from? TIP tags it with its origin and assigns a trust level. Your system prompt gets trusted. A customer's PDF doesn't.
Analyze
Sixteen detection layers scan for injection, data leaks, encoding tricks, and manipulation patterns — in parallel. The risk score adjusts based on trust.
Decide
Based on your policies: allow, flag for review, redact sensitive data, or block. Every decision is logged with full context for audit trails.
Integration
Add security in
minutes, not sprints.
No architecture overhaul. No new infrastructure. No SDK lock-in. Pick the integration that matches your stack and ship.
from tip_proxy.guard import guard
result = guard(user_message)
if result.blocked:
return "Message blocked by security policy"
# That's it. Your endpoint is protected.POST /guard HTTP/1.1
Content-Type: application/json
{
"text": "user input here",
"source_type": "user"
}
→ { "blocked": false, "risk_score": 0.12 }// claude_desktop_config.json
{
"mcpServers": {
"protected": {
"command": "tip-proxy",
"args": ["--proxy", "--server", "node server.js"]
}
}
}Why TIP
Built different. Not bolted on.
Other tools are content filters that were adapted for AI. TIP was designed from the ground up to understand how AI applications actually work.
| TIP | Others | |
|---|---|---|
| Understands content origin & trust level | ||
| Catches multi-message attacks | ||
| Works with MCP / Claude Desktop | ||
| Protects streaming responses token-by-token | ||
| Agent-to-agent security | ||
| Configurable policies (no code changes) | ||
| Sub-5ms latency | ||
| Open source, MIT licensed |
Compared against Llama Guard, NeMo Guardrails, and LLM Guard. March 2026.
From the Community
Trusted by teams who
ship AI to production.
“We integrated TIP into our RAG pipeline in under an hour. First week, it caught three indirect injection attempts hiding inside customer-uploaded PDFs that our regex filters completely missed.”
“Our false positive rate dropped 60% after switching. Other tools kept blocking legitimate customer questions about security. TIP actually understands that context matters.”
“The YAML policy system was the selling point for us. Our security team can tune detection thresholds and add custom rules without filing a Jira ticket to engineering.”
Pricing
Free to start. Built to scale.
The open-source version is production-ready. No artificial limitations. No trial countdown. Pay only when you need enterprise support.
Open Source
Free forever
The full product. Not a trial, not a teaser. Every security feature with no request limits.
- Full 16-layer detection pipeline
- Unlimited requests — no metering
- Python, TypeScript & Go SDKs
- MCP proxy, REST API, LangChain
- YAML policy engine (18 macros)
- Audit logging & monitoring
- Community support on Discord
Enterprise
Annual license
For regulated teams that need SLAs, compliance reporting, and hands-on support.
- Everything in Open Source
- Multi-tenant isolation
- SSO & role-based access control
- Dedicated support engineer
- Custom policy development
- 99.9% uptime SLA
- SOC 2 compliance package
- On-premise deployment option
Cloud
Coming Q2 2026
Managed TIP. Zero infrastructure. Auto-scaling. Visual dashboard. Just connect and go.
- Everything in Enterprise
- Fully managed infrastructure
- Global edge & auto-scaling
- Visual dashboard & analytics
- Team management & RBAC
- 99.99% uptime SLA
- Priority incident response
No credit card. No trial expiry. MIT licensed — use it commercially, fork it, ship it.
Your AI is live.
Is it protected?
One command to install. One line to protect your first endpoint. Run the built-in attack simulator and see results in under sixty seconds.