Whitepaper: The Stateless Audit

The Stateless Sandbox for
AI Agents

Mirror every LLM call to isolated sandboxes for compliance auditing.

Works withOpenAI, Claude & Gemini
Continum Mirror Pipeline

Asynchronous Compliance Mirroring

Watch how Continum mirrors LLM calls to isolated sandboxes for real-time compliance auditing

sandbox:pii_strictprovider:openai
Live Mirror
https://continum.co
README.md

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Install Continum SDK from npm

1

Create Your Account

Sign up and get your Continum API key. Configure your compliance requirements and notification preferences.

2

Install Continum SDK

Add Continum to your AI application. Works with OpenAI, Anthropic, Google, and custom LLM endpoints.

npm install @continum/sdk
3

Wrap Your AI Calls

Initialize Continum with your API key. Every AI request is automatically monitored for PII, compliance violations, and security issues.

import { Continum } from '@continum/sdk';
const continum = new Continum({
continumKey: process.env.CONTINUM_API_KEY,
apiKeys: {
openai: process.env.OPENAI_API_KEY,
anthropic: process.env.ANTHROPIC_API_KEY
}
});
// OpenAI
const response = await continum.llm.openai.gpt_4.chat({
messages: [{ role: 'user', content: prompt }]
});
// Anthropic
const response2 = await continum.llm.claude.opus_3.chat({
messages: [{ role: 'user', content: prompt }]
});
4

Monitor & Export Evidence

View compliance signals in your dashboard. Export audit-ready evidence packages with cryptographic timestamps for regulatory audits.

{
"signalId": "sig_abc123",
"riskLevel": "HIGH",
"violationType": "PII_DETECTED",
"timestamp": "2026-03-15T10:30:00Z",
"framework": "GDPR"
}
Regional Compliance

Deploy across 12+ global regions. Enforce data residency and regional compliance requirements—GDPR, CCPA, and more.

🛡️ Audit active: N. Virginia (US-East-1)
Compliance Auditing

Automated compliance evidence. Collect cryptographically-verified signals for GDPR, SOC2, ISO27001, and EU AI Act audits.

Compliance Violation DetectedJust now

HIGH risk: PII_LEAK detected in prompt to gpt-4o.

Signal Stored2s ago

Anonymized metadata saved. Raw prompt purged from sandbox.

Sandbox Audit Complete1m ago

pii_strict sandbox: No violations found in Claude response.

Mirror Successful3m ago

Compliance triplet mirrored to queue. Sandbox judge processing.

Zero User Latency

Real-time monitoring: 0ms impact. Guardian API processes requests asynchronously—users get instant responses while compliance checks run in parallel.

PII Detection

Automated Scanning Detect SSNs, credit cards, emails, phone numbers, and health data in AI prompts and responses.

Framework Agnostic

Works with your stack First-class support for Next.js, Nuxt, SvelteKit, Astro, Express, and 20+ frameworks.

+20
Data

Evidence Collection

Cryptographically-verified compliance signals with RFC 3161 timestamps for audit-ready evidence packages.

Guardian API

Real-time PII detection and content filtering for AI applications with zero user-facing latency.

0msShadow Audit Latency

Async Processing

Process compliance checks asynchronously with zero impact on user response times.

Pre-commit Credential Protection

Install the Continum CLI to block credential leaks before they reach your repo. Local regex scanning + AI-powered pattern detection.

Quick

Install & Login< 30 seconds

Global install with browser-based authentication. One-time setup per machine.

#npm#OAuth
Explore →
Active

Pre-commit ProtectionInstant

Blocks commits with credentials before they reach your repo. Works offline with regex patterns.

#Git Hook#Local
Explore →
Smart

AI Pattern LearningBackground

Detects unknown credential patterns and learns from your approvals. Syncs across your team.

#AI#Team Sync
Explore →
Active

Zero FrictionFire & Forget

Set it up once, forget it exists. No workflow changes, no manual scans.

#Automated
Explore →

Quick Start

$ npx continum init

That's it. Every commit is now scanned. No workflow changes required.

Now Live: Continum Sandbox v1.0

Compliance evidence forproduction AI systems.

Automated compliance monitoring for AI applications. Real-time PII detection, regulatory attestations, and cryptographically-verified audit trails with 0ms user-facing latency.

Trusted by teams across the globe

AI Startups
Compliance Teams
CTOs & Founders
ISO 42001 Ready
EU AI Act
FinTech AI
Data Privacy