Integration Guide
How Security and Engineering teams work together to implement and maintain SCBE-AETHERMOORE.
Team Collaboration Model
┌─────────────────────────────────────────────────────────────────────────────┐
│ SECURITY + ENGINEERING COLLABORATION │
├─────────────────────────────────────────────────────────────────────────────┤
│ │
│ SECURITY TEAM ENGINEERING TEAM │
│ ───────────── ──────────────── │
│ │
│ ┌─────────────────┐ ┌─────────────────┐ │
│ │ Policy Design │◀──── Collaborate ─────▶│ Integration │ │
│ │ │ │ │ │
│ │ • Trust levels │ │ • API calls │ │
│ │ • Risk rules │ │ • Agent setup │ │
│ │ • Compliance │ │ • Testing │ │
│ └────────┬────────┘ └────────┬────────┘ │
│ │ │ │
│ │ ┌────────────┐ │ │
│ └─────────────▶│ SCBE │◀─────────────┘ │
│ │ Platform │ │
│ └────────────┘ │
│ │ │
│ ┌───────────┼───────────┐ │
│ │ │ │ │
│ ▼ ▼ ▼ │
│ ┌────────┐ ┌────────┐ ┌────────┐ │
│ │Policies│ │ Audit │ │ Alerts │ │
│ └────────┘ └────────┘ └────────┘ │
│ │ │ │ │
│ ▼ │ ▼ │
│ Security │ Engineering │
│ Owns │ Owns │
│ ▼ │
│ Both Review │
│ │
└─────────────────────────────────────────────────────────────────────────────┘
Responsibility Matrix (RACI)
| Activity | Security | Engineering | DevOps | Management |
|---|---|---|---|---|
| Policy Definition | R/A | C | I | I |
| API Integration | C | R/A | C | I |
| Trust Threshold Tuning | R/A | C | I | I |
| Incident Response | R/A | C | C | I |
| Deployment | I | C | R/A | I |
| Audit Review | R/A | C | I | C |
| Performance Optimization | C | R/A | C | I |
R = Responsible, A = Accountable, C = Consulted, I = Informed
Security Team Guide
Daily Tasks
DAILY SECURITY OPERATIONS
─────────────────────────
┌──────────────────────────────────────────────────────────────┐
│ 08:00 - Morning Review │
├──────────────────────────────────────────────────────────────┤
│ │
│ 1. Check SCBE Dashboard │
│ └── Review overnight decisions │
│ └── Identify any DENY spikes │
│ │
│ 2. Process QUARANTINE Queue │
│ └── Review held requests │
│ └── Approve or Deny with reason │
│ └── Document patterns │
│ │
│ 3. Check Trust Score Trends │
│ └── Any agents trending down? │
│ └── Investigate anomalies │
│ │
└──────────────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────────────┐
│ 12:00 - Midday Check │
├──────────────────────────────────────────────────────────────┤
│ │
│ 1. Real-time Monitoring │
│ └── Current request volume │
│ └── Decision distribution │
│ └── Any alerts triggered │
│ │
└──────────────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────────────┐
│ 17:00 - End of Day │
├──────────────────────────────────────────────────────────────┤
│ │
│ 1. Generate Daily Report │
│ └── Total decisions by type │
│ └── Notable incidents │
│ └── Policy effectiveness │
│ │
│ 2. Handoff Notes │
│ └── Pending investigations │
│ └── Escalations for next day │
│ │
└──────────────────────────────────────────────────────────────┘
Policy Management
# Example: Creating a new policy
# File: policies/financial-ai-v2.yaml
policy:
name: "Financial AI Governance v2"
version: "2.0.0"
effective_date: "2026-02-01"
# Approval workflow
approval:
required_approvers:
- security-lead
- compliance-officer
# Trust thresholds
thresholds:
allow: 0.80
quarantine: 0.40
deny: 0.40
# Specific rules
rules:
- name: "high-value-transaction"
condition: "amount > 100000"
action: "escalate"
- name: "after-hours-trading"
condition: "time.hour < 6 OR time.hour > 20"
action: "quarantine"
Engineering Team Guide
Integration Steps
SCBE INTEGRATION CHECKLIST
──────────────────────────
Phase 1: Setup
□ Obtain API credentials from Security team
□ Configure environment variables
□ Set up SDK/client library
□ Implement health check
Phase 2: Basic Integration
□ Wrap AI agent calls with SCBE evaluation
□ Handle ALLOW/QUARANTINE/DENY responses
□ Implement error handling
□ Add request logging
Phase 3: Testing
□ Unit tests for SCBE client
□ Integration tests with mock server
□ End-to-end tests in staging
□ Load testing
Phase 4: Production
□ Deploy to production
□ Monitor error rates
□ Set up alerts
□ Document runbook
Code Examples
Python Integration
"""
SCBE Integration Example - Python
"""
import os
import httpx
from dataclasses import dataclass
from typing import Literal
@dataclass
class SCBEDecision:
decision: Literal["ALLOW", "QUARANTINE", "DENY"]
trust_score: float
audit_id: str
class SCBEClient:
def __init__(self):
self.base_url = os.getenv("SCBE_API_URL")
self.api_key = os.getenv("SCBE_API_KEY")
async def evaluate(
self,
agent_id: str,
action: str,
context: dict
) -> SCBEDecision:
"""Evaluate an AI agent request through SCBE."""
async with httpx.AsyncClient() as client:
response = await client.post(
f"{self.base_url}/api/v1/evaluate",
headers={"X-API-Key": self.api_key},
json={
"agent_id": agent_id,
"action": action,
"context": context
}
)
response.raise_for_status()
data = response.json()
return SCBEDecision(
decision=data["decision"],
trust_score=data["trust_score"],
audit_id=data["audit_id"]
)
# Usage
async def process_ai_request(request):
scbe = SCBEClient()
decision = await scbe.evaluate(
agent_id="customer-service-bot",
action="access_customer_data",
context={
"customer_id": request.customer_id,
"data_requested": request.fields
}
)
if decision.decision == "ALLOW":
return await execute_request(request)
elif decision.decision == "QUARANTINE":
return await queue_for_review(request, decision.audit_id)
else: # DENY
return {"error": "Request denied", "audit_id": decision.audit_id}
TypeScript Integration
/**
* SCBE Integration Example - TypeScript
*/
interface SCBEDecision {
decision: 'ALLOW' | 'QUARANTINE' | 'DENY';
trustScore: number;
auditId: string;
}
class SCBEClient {
private baseUrl: string;
private apiKey: string;
constructor() {
this.baseUrl = process.env.SCBE_API_URL!;
this.apiKey = process.env.SCBE_API_KEY!;
}
async evaluate(
agentId: string,
action: string,
context: Record<string, unknown>
): Promise<SCBEDecision> {
const response = await fetch(`${this.baseUrl}/api/v1/evaluate`, {
method: 'POST',
headers: {
'Content-Type': 'application/json',
'X-API-Key': this.apiKey,
},
body: JSON.stringify({
agent_id: agentId,
action,
context,
}),
});
if (!response.ok) {
throw new Error(`SCBE evaluation failed: ${response.status}`);
}
const data = await response.json();
return {
decision: data.decision,
trustScore: data.trust_score,
auditId: data.audit_id,
};
}
}
// Usage
async function handleAIRequest(request: AIRequest): Promise<Response> {
const scbe = new SCBEClient();
const { decision, auditId } = await scbe.evaluate(
'trading-bot',
'execute_trade',
{
symbol: request.symbol,
quantity: request.quantity,
type: request.type,
}
);
switch (decision) {
case 'ALLOW':
return executeTrade(request);
case 'QUARANTINE':
return queueForReview(request, auditId);
case 'DENY':
return { error: 'Trade denied', auditId };
}
}
Joint Workflows
New AI Agent Onboarding
NEW AI AGENT ONBOARDING PROCESS
───────────────────────────────
Week 1: Planning
├── Engineering: Define agent capabilities
├── Security: Risk assessment
└── Joint: Agree on trust thresholds
Week 2: Configuration
├── Security: Create agent policy
├── Engineering: Implement SCBE integration
└── Joint: Review configuration
Week 3: Testing
├── Engineering: Deploy to staging
├── Security: Penetration testing
└── Joint: Review test results
Week 4: Launch
├── Engineering: Production deployment
├── Security: Monitor initial decisions
└── Joint: Post-launch review
Incident Response
INCIDENT RESPONSE WORKFLOW
──────────────────────────
Alert Triggered
│
▼
┌─────────────────┐
│ Triage │ ◀── Security on-call
│ │
│ Is it a real │
│ security issue? │
└────────┬────────┘
│
┌────┴────┐
│ │
▼ ▼
┌────────┐ ┌────────┐
│ Yes │ │ No │
└───┬────┘ └───┬────┘
│ │
▼ ▼
┌─────────┐ ┌─────────┐
│Escalate │ │Tune │
│to Team │ │Policy │
└────┬────┘ └─────────┘
│
▼
┌─────────────────┐
│ Joint Response │ ◀── Security + Engineering
│ │
│ • Contain threat│
│ • Analyze root │
│ • Fix and deploy│
│ • Post-mortem │
└─────────────────┘