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Cartha SDK 0.5.3 now available

When your AI agent makes a decision,can you prove why?

Cartha gives compliance and risk teams a verifiable audit trail of every AI decision, and gives engineering teams zero-code instrumentation to produce it. One platform, two teams, no tradeoffs.

The Production Reality

AI in production is a black box.
When things break, you're left guessing.

"Which agent made this decision?"

"Why did this workflow fail?"

"What memory influenced this response?"

"Why did API costs suddenly spike?"

"Which policy blocked this execution?"

"How do we audit this decision later?"

Cartha is the answer.

We sit between your agents and production to make them governable, predictable, and compliant.

Accountability

When AI makes a decision, you should be able to prove what happened.

Cartha turns AI activity into an auditable record — capturing what an agent did, what data it accessed, which policies applied, and where human oversight intervened.

Compliance / Risk Requirement
How Cartha Helps
EU AI Act — Article 12
Immutable audit trails and automatic event capture
EU AI Act — Article 14
Human approval gates and pause-for-signoff
SOC 2 — CC7
Real-time monitoring, policy enforcement and alerts
NIST AI RMF
Policy controls, governed memory and budget breakers
Internal AI policies
Natural-language rules scoped by organization, team or agent

Bring your current AI policy or audit checklist.

We'll show you exactly where Cartha closes the gap: no code, no jargon, 5 minutes.

Book a Compliance Review

Zero-Code Setup

Effortless integration.
Total visibility.
See results under 5 minutes

Add two lines of code. Run your application. Everything else happens automatically. No decorators. No wrappers. No manual tracing needed.

  • Zero-code instrumentation (cartha.instrument())
  • Automatic framework & agent discovery
  • Automatic tool discovery
  • Automatic project & environment detection
  • Universal Runtime Model for seamless integration
app.py
import cartha
import langgraph

# 1. Initialize SDK
cartha.init(api_key="...")

# 2. Auto-instrument everything
cartha.instrument()

# 3. Run your standard agent code
graph = langgraph.graph.StateGraph(...)
graph.invoke(...)

The Platform

Everything you need to govern agents.

Six pillars of agent control — each with a live product walkthrough.

1

Universal Runtime Model

Framework-agnostic governance. Zero-code setup for instant visibility across any agent framework with a unified event schema.

cartha.in · Universal Runtime Model
2

Governance & Auditing

Prove compliance with immutable audit logs. Track every LLM decision, tool execution, and data access retroactively.

cartha.in · Governance & Auditing
3

Quad-Scoped Memory

Prevent context bleed. Segment agent memory across User, Team, Agent, and Org boundaries with strict TTLs.

cartha.in · Quad-Scoped Memory
4

Policy Guardrails

Define natural language rules. Enforce them in microseconds to block PII leaks or halt risky tool executions instantly.

cartha.in · Policy Guardrails
5

Budget Breakers

Establish hard financial ceilings per execution. Automatically terminate runaway agent loops before budgets are exhausted.

cartha.in · Budget Breakers
6

Runtime Resilience

Configure automatic agent failover and trace replays to ensure high availability and deterministic debugging.

cartha.in · Runtime Resilience

Architecture

How Cartha sits in your stack

Cartha Infrastructure Diagram

Enterprise capabilities built-in.

Stop building custom infrastructure for observability and compliance. Cartha provides everything needed to operate agents at scale.

Quad-Scoped Memory

Isolate agent contexts natively.

Human Approvals

Pause execution for manual sign-off.

Budget Breakers

Hard stop agents when funds drain.

Policy Guardrails

Enforce compliance dynamically.

Immutable Audit Trails

Log every state and decision.

Execution Replay

Debug deterministically from the past.

Tool Allowlists

Restrict dangerous tool executions.

Agent Failover

Route requests dynamically on failure.

Time-Travel Memory

Query exactly what an agent knew when.

Supported Frameworks

Cartha works alongside the tools you already use. Keep your preferred framework; we handle the governance.

LangGraph logo
LangGraph
OpenAI logo
OpenAI
Anthropic logo
Anthropic
Gemini logo
Gemini
LiteLLM logo
LiteLLM
CrewAI logo
CrewAI
OpenAI Agents SDK logo
OpenAI Agents SDK
Google ADK logo
Google ADK
AutoGen logo
AutoGen
PydanticAI logo
PydanticAI

The Cartha Difference

Without Cartha
With Cartha
Manual instrumentation
Zero-code instrumentation
Unknown execution flow
Automatic execution graph
Manual governance
Policy engine
Budget surprises
Budget breakers
Memory guesswork
Quad-scoped memory explorer
Tedious configuration
CLI (cartha doctor, cartha instrument)

Enterprise security.
Built in.

We take data privacy seriously. Cartha is engineered from the ground up to meet the most stringent enterprise compliance requirements.

SOC 2 Type II Ready

Rigorous access controls, continuous immutable audit logging, and automated compliance tracking ensure your agent data is handled with the highest standard of governance.

ISO 27001 Aligned

Information security management systems are integrated into our core. Quad-scoped tenant isolation and end-to-end encryption protect every single trace.

Stop guessing what your
AI agents are doing.

Start governing them.

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