Risk Mirror

Most competitors wrap 3rd party APIs. We are the API.

• The Engine: PII Firewall Edge (RapidAPI).

• The Scarcity: We enable 152 PII types (far beyond standard regex libraries) because we own the underlying classification engine.

• The Economics: Because we own the API, we have zero marginal cost for the intelligence layer. This allows us to offer Enterprise-grade safety to developers in affordable pricing with military grade security.

The industry relies on "Guardrail Models" (LLMs policing LLMs). This is fundamentally flawed:

1. Non-Deterministic: They hallucinate safety.

2. Latency Tax: Inference is slow (200ms+).

3. Cost: GPUs are expensive.

Risk Mirror's approach: We treat prompts as data, not language. We use military-grade deterministic algorithms (Chaos Theory, Shannon Entropy, Bounded Regex).

This is fundamentally flawed:Non-Deterministic: They hallucinate safety.

If you're hitting the message cap on Claude/Cursor, you're sending too much fluff. "Please", "Thank you," and verbose context contexts are eating 30% of your token budget.

I built Risk Mirror to mathematically compress prompts (removing filler, preserving logic). 

It’s usually a Pro feature, but is completely free for now while I benchmark compression rates.

Free Tools Included:

• ✅ Prompt Optimizer (Save 40% tokens)

• ✅ Safe Share (Redact PII from LOGS/Text instantly)

• ✅ Risk Scanner (Check prompts before pasting)

• ✅ Clarity Analyzer (Fix vague inputs)

Grab it before I have to close the free tier - Risk Mirror