Operate, Govern, and Control AI at Scale

AgentWatch helps enterprises operate, govern, and control AI with built-in security, compliance, observability, and cost management from day one.

What is AgentWatch?

AgentWatch is a centralized observability and compliance gateway that sits between your applications (business agents, coding agents, internal tools) and any LLM provider. All LLM traffic flows through one endpoint—so you can monitor, secure, govern, and analyze every stream in real time.

Full visibility

Full visibility across agents, apps, and LLM providers

Data Protection (DLP)

Sensitive-data protection with built-in DLP scanning

Compliance Controls

Compliance-ready controls aligned to GDPR, HIPAA, SOX, PCI-DSS, SOC 2, and ISO 27001

Reliable Routing

Reliable routing with circuit breakers and automatic failover

Cost Governance

Cost governance with token-level tracking, budgets, and chargeback reporting
The Challenge

Enterprises are adopting AI across teams, tools, and vendors—creating:

Key Sprawl & Policy Inconsistency

A sprawl of API keys and inconsistent policies

Lack of Usage, Prompt, and Cost Visibility

Little to no visibility into usage, prompts, or costs

Sensitive Data Exposure Risk

High risk of sensitive data leakage into third-party systems

Provider Reliability and Throttling Risks

Reliability issues when providers throttle or fail

Missing Team-Level Budgeting and Controls

No simple way to enforce budgets and usage controls per team

The Solution

One gateway. One policy layer. One source of truth.

AgentWatch provides a single OpenAI-compatible API endpoint that routes requests to the providers you choose—while enforcing security and compliance controls, capturing audit logs, and attributing usage and spend by organization, team, and user.

OpenAI-Compatible Integration

Connect your apps and agents to AgentWatch using an OpenAI-compatible API

Multi-Provider Routing

Route requests to OpenAI, Anthropic, Google, OpenRouter, or custom/private providers

DLP + Guardrails Enforcement

Scan & enforce DLP and guardrails before data leaves your environment

End-to-End Observability

Observe & audit every request with correlated logs and metrics

Spend Governance

Govern spend with token counting, budgets, alerts, and billing/chargeback reporting

Core Capabilities

Multi-Provider Routing (OpenAI-Compatible)

  • One API endpoint for multiple model providers
  • Streaming support and response caching
  • Provider selection rules + intelligent routing
  • Automatic failover when a provider is degraded

Built-In Enterprise Security

  • Encrypted API keys at rest (AES-256-GCM)
  • JWT authentication and role-based access control
  • Comprehensive audit logging for every operation
  • Designed to work in enterprise network environments (including proxy scenarios)

Data Loss Prevention (DLP)

Automatically detects and flags/blocks:

  • PII (SSNs, email, phone, etc.)
  • PHI (medical identifiers/records patterns)
  • Financial data (card/bank patterns)
  • Secrets (API keys, credentials, tokens)

Compliance-Ready Controls

  • Configurable guardrails and policy modes aligned to common frameworks
  • Data classification and configurable retention policies
  • Block, warn, or allow with full evidence trails

Reliability & Resilience

  • Circuit breaker protections to prevent cascading failures
  • Exponential backoff retries and provider health monitoring
  • Real-time provider status visibility for operators

Cost Management & Budgeting

  • Token-level usage tracking and analytics
  • Per-tenant and per-team budgets with alerts
  • Cost attribution for internal chargeback
  • SaaS-ready billing support (Stripe integration)

Full Observability for Every LLM Stream

AgentWatch turns black-box AI usage into measurable, auditable operations.

  • Prometheus-compatible metrics
  • Structured JSON logs with correlation IDs
  • Dashboards for usage, latency, error rates, and provider performance
  • Audit-ready records of who used what model, when, and under which policy

Why AgentWatch

Built for enterprise from day one

Many gateways start as dev tools and add enterprise controls later. AgentWatch is designed from the ground up for organizations that need governance, auditability, and cost controls—without slowing development.

What you get:

  • Multi-tenant architecture with org/team hierarchies
  • Strong access controls + encrypted secrets management
  • Compliance and DLP as first-class features
  • Deployment flexibility: on-prem, your cloud, or SaaS

Unique Differentiators

Knowledge extraction (MCP) + code intelligence
Integrated MCP server for repository indexing and code analysis (Tree-sitter), plus optional security scanning (Semgrep, Trivy).
Compliance built-in
More than guardrails—policy modes, classification, retention, and audit trails designed to satisfy enterprise controls.
SaaS-ready billing
Not just tracking—Stripe integration to support plans, tenants, and monetization workflows from day one.
Enterprise proxy mode
Designed to support enterprise proxy environments (e.g., Zscaler) for transparent routing and policy enforcement.

KPIs at Scale

AgentWatch provides solid trackable performance KPIs for key stakeholders throughout the organization: controlled costs, IT security, network performance, and policy governance.

CISO

Security & Compliance

142

PII Events Blocked Monthly

100%

Injection Attack Block Rate

CIO

Cost & Governance

100%

Cost Attribution Visibility
KPI Category
Primary Metric
Current Value
Primary Stakeholder
Cost Control
Cost Attribution Visibility
100%
CIO / CFO
Data Protection
DLP Events Detected (Monthly)
142+ PII
CISO
Compliance
Frameworks Supported
4 (GDPR, HIPAA, SOC2, PCI)
CISO / CIO
Performance
Average Latency
2.89s (P95: 5.24s)
CTO / VP Engineering
Security
Injection Attack Block Rate
100%
CISO
Governance
Audit Log Retention
7 years (SOX)
CIO / Legal

Use Cases

Private AI Governance
Enforce DLP and compliance across all internal AI tools
Multi-Model Strategy
Route to the best provider per task with failover and health checks
Cost Containment
Budgets, alerts, and attribution per org/team/user
Security Operations
Audit trails, anomaly detection signals, and investigation-ready logs
Agentic Workflows
Visibility into activity between business/coding agents and LLMs

Deployment Options

Self-hosted: on-prem or in your cloud

SaaS: multi-tenant ready for managed deployments

Hybrid: connect private models and public providers under one policy plane

Frequently Asked Questions

Is AgentWatch easy to install?
Yes. Configuration Mode installs in about 3–5 minutes using a guided setup wizard.
Does this require code changes?
If you already use OpenAI SDKs or OpenAI-compatible tooling, typically it’s a URL/key configuration change—no rewrite.
Which providers are supported?
AgentWatch can route to major providers (e.g., OpenAI, Anthropic, Google), aggregators (e.g., OpenRouter), and custom/private endpoints.
Can we block sensitive data?
Yes. Policies can be configured to block, warn, or allow based on data type, risk scoring, and classification rules.
Can we allocate costs by team?
Yes. Usage is tracked at token-level and attributed by tenant/org/team/user with budget thresholds and reporting.

Get a Live Walkthrough

Make AI adoption auditable, secure, and cost-controlled—without slowing teams down.
Schedule a demo or talk to an expert to see AgentWatch in your environment.