Know what your AI
is actually doing

One control plane to see every action taken by every AI tool across your organization. Auto-instrumentation for 7 providers, 30+ via LangChain, and a zero-code proxy.

How It Works

Total Visibility

See every read, write, transformation, and API call made by any AI system in your stack, in real time.

Sensitivity Awareness

Instantly know when AI touches confidential or restricted data. Surface risk without slowing anyone down.

Works With Any AI

Native support for OpenAI, Azure OpenAI, Anthropic, Gemini, Bedrock, Cohere, Mistral, and 30+ providers via LangChain. One platform for all of them.

We monitor behavior, not content

We never read or store your data. Aegara detects risk from how AI behaves, not what it reads. With our SDK, LangChain, and Direct API integrations, your prompts and responses don't even reach our servers. With our Proxy integration, requests pass through in memory only (never stored, never parsed, never logged). We figure out what is sensitive from the behavioral metadata alone.

What we capture

Which AI system acted
What type of action taken
Which field names were touched
Which systems were contacted
Token counts and latency

What we never capture

Prompt text or instructions
AI responses or generated text
File contents or documents
Actual data values (salaries, SSNs)
Conversation history

Six behavior primitives

Every AI action maps to one of six structured behaviors, giving you a universal language for AI observability

READ

Data Access

AI reads from databases, files, APIs, or user content. See exactly what data each system is pulling.

TRANSFORM

Data Processing

AI modifies, summarizes, translates, or restructures data. Track what's being changed and how.

WRITE

Output Creation

AI writes to files, sends emails, creates records, or publishes content. Know what's going out.

CALL

External Requests

AI calls external APIs, services, or other AI systems. See every outbound connection.

STORE

Memory & Persistence

AI saves to memory, caches, or persistent storage. Track what's being remembered long-term.

ROUTE

Decision & Delegation