How AgentWatch Solves Each Problem

Solution 1: DLP Protection - Data Never Leaves Unprotected

Before (Risk):

{
  "content": "Customer SSN: 123-45-6789, Card: 4532015112830366"
}

After (With AgentWatch - Redact Mode):

{
  "content": "Customer SSN: [SSN-REDACTED], Card: [CREDIT-CARD-REDACTED]"
}

After (With AgentWatch - Block Mode):

HTTP 403 Forbidden
{
  "error": {
    "message": "Request blocked by DLP: Sensitive data detected (PII, PCI). Risk score: 0.95",
    "type": "content_policy_violation",
    "code": "DLP_BLOCKED"
  }
}

Solution 2: Budget Control & Cost Management

AgentWatch Budget Configuration:

┌────────────────────────────────────────────────┐
│           BUDGET MANAGEMENT                    │
├────────────────────────────────────────────────┤
│ Team: Engineering                              │
│   Daily Budget:  $50                           │
│   Monthly Budget: $1,000                       │
│   Alert at: 80% usage                          │
│                                                │
│ Team: Customer Support                         │
│   Daily Budget:  $100                          │
│   Monthly Budget: $2,500                       │
│   Alert at: 80% usage                          │
│                                                │
│ User: john.developer@company.com               │
│   Daily Budget:  $10                           │
│   Monthly Budget: $200                         │
│   Current Usage: $45.23 (22.6%)                │
└────────────────────────────────────────────────┘

When budget exceeded:

HTTP 402 Payment Required
{
  "error": {
    "message": "Budget limit exceeded: Monthly budget of $200 reached",
    "type": "budget_exceeded",
    "code": "BUDGET_EXCEEDED"
  }
}

Solution 3: Complete Audit Trail

AgentWatch Audit Log Entry:

{
  "timestamp": "2026-02-03T14:30:22.456Z",
  "requestId": "req_abc123def456",
  "tenantId": "john.developer",
  "teamId": "engineering",
  "model": "claude-sonnet-4-5-20250929",
  "provider": "anthropic",
  "promptTokens": 150,
  "completionTokens": 89,
  "totalTokens": 239,
  "cost": 0.0045,
  "duration": 1234,
  "dlpScan": {
    "performed": true,
    "riskScore": 0.15,
    "classifications": [],
    "action": "allow"
  },
  "queryPreview": "Help me write a Python function...",
  "responsePreview": "Here's a Python function that..."
}

Solution 4: Centralized API Key Management

No more shadow AI - All traffic through AgentWatch:

Feature	Without AgentWatch	With AgentWatch
API Key Storage	Scattered in code, env vars	Centralized, encrypted
Key Rotation	Manual, error-prone	Automated, zero-downtime
Access Control	None	Role-based, per-team
Usage Tracking	Per-key only	Per-user, per-team, per-project

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4. Core Capabilities