Simulate, evaluate, and observe your AI agents

Maxim is an end-to-end evaluation and observability platform, helping teams ship their AI agents reliably and >5x faster!

Experimentation

Playground++ for all your prompt engineering needs. Rapidly and systematically iterate with your team.

Prompt IDE

Test and iterate across prompts, models, tools, and context without code changes

Prompt versioning

Organise and version prompts outside of the codebase

Prompt chains

Build and test AI workflows in a low-code environment

Prompt deployment

Deploy with custom rules with a single click. No code changes required.

Agent simulation and evals

Simulation and evaluation engine. Test your agents at scale across thousands of scenarios using metrics you care for.

Simulations

Test your agents across diverse scenarios with AI-powered simulations

Evaluations

Measure agent quality using a suite of predefined and custom metrics

Automations

Integrate seamlessly with your CI/CD workflows

Last-mile

Simplify and scale human evaluation pipelines

Analytics

Generate reports to track progress across experiments and share with stakeholders

Observability

Observability and continuous quality monitoring. Monitor your agents in real-time and optimise performance.

Traces

Log and analyse complex multi-agentic workflows visually

Debugging

Track and debug live issues and resolve quickly

Online evaluations

Measure quality on real-time agent interactions including generation, tool calls, retrievals

Alerts

Implement quality and safety guarantees using real-time alerts on regressions

Datasets

Synthetic and custom multimodal-dataset support, with easy import and export. Continuously evolve your datasets with seamless data curation workflows.

Datasources

Support for simple documents to runtime context sources. Leverage context to create real-world simulation scenarios or use for your experiments.

Trusted by leading AI teams

"Our team relies on Maxim to run multiple evaluations with various objectives—from performance comparisons across LLMs and accuracy tests to Responsible AI checks like guardrails and toxicity. Maxim makes it effortless to run extensive testing and monitoring jobs in parallel, making it a go-to platform to ship reliable AI applications."

Rohit Pandharkar

Partner, Consulting (Artificial Intelligence)

“Maxim has transformed our AI development lifecycle, enabling faster iteration, automated testing, and refined reporting. Its robust evaluation framework has empowered us to shift from reactive troubleshooting to proactive quality management, reducing our time to production by 75%.”

Ajay Dubey

Engineering Manager

“Maxim has been a game-changer for our AI quality journey. From the start, multiple teams have relied on Maxim for comprehensive end-to-end testing and monitoring of all our AI features, enabling us to scale efficiently and consistently deliver high-quality results.”

Kiran Darisi

Co-Founder & CTO

"Our whole team loves Maxim—we're in there every single day, and it powers the entirety of our platform. The speed at which we can push out AI improvements and maintain high-quality interactions is unprecedented, and the responsive support makes it even better."

Elizabeth Cordry Shaffer

Co-Founder & Chief Product Officer

"Maxim AI has significantly accelerated our testing cycles for evaluating RAG pipelines and benchmarking new LLMs, enabling faster iteration in our development process. The ability to compare LLM performances using their dashboards has proven very helpful for our internal reporting and decision-making."

Jamal El-Mokadem

COO & CTO

Rohit Pandharkar

Partner, Consulting (Artificial Intelligence)

Ajay Dubey

Engineering Manager

Kiran Darisi

Co-Founder & CTO

Elizabeth Cordry Shaffer

Co-Founder & Chief Product Officer

Jamal El-Mokadem

COO & CTO

Enterprise-ready

Built for the enterprise

Maxim is designed for companies with a security mindset.

In-VPC deployment

Securely deploy within your private cloud

Custom SSO

Integrate personalised single sign-on

SOC 2 Type 2

Ensure advanced data security compliance

Role-based access controls

Implement precise user permissions

Multi-player collaboration

Collaborate with your team in real-time seamlessly

Priority support 24*7

Receive top-tier assistance any time, day or night

Need support with your evals?
We're here to help!

We bring hands-on expertise to help your team build the foundational evaluation and observability systems that support every stage of your AI development lifecycle. We’ll work with you to ensure you can move faster on your product roadmap while keeping user trust at the core of your product.

Talk to us

Frequently Asked Questions

How can I detect hallucinations or inaccuracies in LLM outputs?

With Maxim, you can identify hallucinations in LLM outputs using structured evaluations and by comparing outputs across different model configurations. The platform also supports human-in-the-loop feedback, helping you detect inaccuracies and improve response reliability before deploying to production.

See: Create Human Evaluators, Run tests on datasets)

How do I deploy and test prompts in production environments?

Maxim enables production-grade deployment of prompts using its SDK. You can configure dynamic deployment variables, apply conditional logic, and integrate prompts directly into your application stack. A/B testing tools allow you to compare prompt variants in live settings, with observability features to monitor behavior and performance post-deployment.

(See: Trigger Test Runs using SDK, Observability Overview)

What are AI agents, and how can Maxim help me in building AI agents?

AI agents are autonomous workflows composed of prompts, logic, and tools. Maxim’s AI workflow builder (Agents) lets you prototype and evaluate your agents in a drag-and-drop interface.

(See: Overview, Prompt Chains)

How can I run tests on agent behaviour across different scenarios or personas?

Maxim is designed for large-scale agent testing. You can evaluate across thousands of simulations, personas, and prompt variations in parallel, dramatically accelerating iteration and improving reliability before shipping.

(See: Simulate and evaluate multi-turn conversations, Run your first test on prompt chains)

Does Maxim integrate with agent frameworks like OpenAI Agents SDK, LangGraph, or Crew AI?

Yes. Maxim supports native integrations with leading agent orchestration frameworks and LLM stacks. You can add monitoring and observability to your workflows without needing to refactor application logic.

(See: OpenAI Agents SDK integration)

Is Maxim OpenTelemetry (OTel) compatible?

Yes. Maxim is OTel-compatible, allowing you to forward traces, logs, and evaluation data to third-party observability platforms like New Relic, Grafana, or Datadog. This helps unify traditional and AI observability under a single pane of glass.

(See: Maxim OTel Blog)

Can I monitor agent performance in real time using live evaluations/evals?

Yes. Maxim offers online evaluators that continuously assess real-world agent interactions. You can evaluate sessions or spans using automated metrics like faithfulness, toxicity, helpfulness, or define your own criteria. These scores help identify drift or emerging quality issues without waiting for batch test runs.