Humanloop
4.86
0
Humanloop helps teams build and manage AI features, ensuring secure, efficient collaboration and seamless production integration.
What is Humanloop?
Humanloop is a collaborative platform designed for building AI features where Product Managers, Engineers, and Domain Experts can work together efficiently. It facilitates managing and iterating on prompts across an organization, offers an evaluation and monitoring suite for debugging prompts before production, and provides customization and optimization tools to enhance model performance by connecting private data. Humanloop allows easy integration into production applications, with version-controlled prompts and deployment capabilities executed by PMs or within existing CI/CD systems. The platform combines software best practices with the requirements of Large Language Models (LLMs), empowering entire teams to contribute to AI improvement effectively. Humanloop aims to enable the safe and secure adoption of AI throughout an organization, ensuring data privacy and security while providing end-to-end monitoring and support from AI experts. The team behind Humanloop consists of professionals with previous experience at major tech companies like Google, Microsoft, and Amazon, and the platform supports various models including OpenAI, Anthropic, Llama2, and custom models.
Who created Humanloop?
Humanloop was founded by Raza Habib, who serves as the CEO. Raza previously worked at MonolithAI and Google, holding a Ph.D. in Machine Learning from UCL and an MSc in Physics from Cambridge. The company's team includes experts from prestigious backgrounds like Google, Microsoft, and Amazon, with substantial support from investors like Index Ventures and Y Combinator.
What is Humanloop used for?
- Collaborative playground with history
- Prompt management and deployment controls
- Backtest changes and confidently update models
- Capture feedback and run quantitative experiments
- Manage and iterate on prompts across your organization
- Debug prompts, chains, or agents before shipping to production
- Connect private data and fine-tune for differentiated model performance
- Enable domain experts to contribute to prompt engineering
- End-to-end monitoring of AI applications
- Adopt best practices and share learnings throughout the organization
How to use Humanloop?
To use Humanloop, follow these steps:
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Collaboration: Humanloop allows PMs, Engineers, and Domain Experts to collaborate on building AI features in a shared workspace with history and deployment controls.
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Prompt Management: Manage and iterate on prompts across your organization within the platform.
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Evaluation and Monitoring Suite: Debug prompts, chains, or agents before deploying to production by defining metrics and integrating into workflows.
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Customization and Optimization: Connect private data, fine-tune models, and integrate with existing CI/CD systems for improved performance.
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Developers Integration: Easily integrate Humanloop into production applications with version controlled prompts and flexible deployment options.
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Enterprise Adoption: Safely deploy AI throughout your organization with a focus on data privacy, security, and shared learnings.
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Support and Mission: Gain fast support, end-to-end monitoring, and enable implementation of AI across various domains securely.
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Team: Meet the founders and key team members of Humanloop, with expertise from major AI projects and top investors backing the venture.
By following these steps, users can effectively leverage Humanloop for prompt management, evaluation, and collaboration in AI development projects.
Pros
- Supported by a team with experience from Google, Microsoft, Amazon, and backed by top investors like Index Ventures and Y Combinator
- Facilitates sharing best practices and learnings within the organization
- End-to-end monitoring of AI applications with support from trusted AI experts
- Enables adoption of AI throughout the organization with safety and security measures
- Facilitates management of test data and integration into CI/CD workflows for evaluation
- Supports OpenAI, Anthropic, Llama2, and custom models
- Empowers domain experts to contribute to prompt engineering in a version-controlled environment
- Allows for customization and optimization with private data integration for improved model performance
- Offers evaluation and monitoring tools for debugging prompts before production
- Provides a collaborative AI playground with history tracking
Cons
- Manual evaluation and workflows require high effort
- Changes may cause performance regressions
- No specific cons or missing features related to value for money mentioned
- High effort manual evaluation and workflows
- Changes causing performance regressions
Humanloop FAQs
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How does the free trial work?
- The free trial allows users to test the platform before making a commitment.
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How long does it take to setup a working system?
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Do I pay for OpenAI, Anthropic etc. separately?
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What data formats are supported?
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Can I use my own model or other providers?
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Is there an option for on-premise deployment?
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What kind of support is available for enterprise customers?
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How does Humanloop ensure data privacy and security?
Get started with Humanloop
Humanloop reviews
Ravi Desai
February 27, 2025
What do you like most about using Humanloop?
The end-to-end monitoring is exceptional. It gives us peace of mind knowing we can track the performance of our AI models closely.
What do you dislike most about using Humanloop?
I would love to see more customizable reporting features in the future.
What problems does Humanloop help you solve, and how does this benefit you?
It allows us to manage AI integration securely and effectively, which is critical for our business strategy.
Helpful (0)
Yasmin Abdulaziz
January 29, 2025
What do you like most about using Humanloop?
The ability to customize prompt management is fantastic. It allows us to tailor our AI features to our specific needs.
What do you dislike most about using Humanloop?
The interface can feel a bit overwhelming, especially for those new to AI.
What problems does Humanloop help you solve, and how does this benefit you?
It helps us to innovate continuously, ensuring that we stay ahead in our industry.
Helpful (0)
Sofia Bianchi
February 25, 2025
What do you like most about using Humanloop?
The seamless integration process has made it easy to adopt AI features without disrupting our existing workflows.
What do you dislike most about using Humanloop?
The documentation could be more comprehensive, especially for advanced users.
What problems does Humanloop help you solve, and how does this benefit you?
It allows us to implement AI features efficiently, enhancing our product offerings and customer satisfaction.
Helpful (0)
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