Humanloop
A platform for evaluating and managing enterprise AI models with robust collaboration and observability tools.
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What is Humanloop?
Humanloop was an enterprise-grade LLM evals platform designed to empower product teams in building robust AI features. With its best-in-class tooling for evaluation, prompt management, and observability, Humanloop seamlessly integrated the complexities of AI development into a manageable process that both engineers and non-technical specialists could navigate. It was dedicated to enabling the safe and rapid adoption of AI.
One of the key challenges today is that traditional software development methods cannot adequately support the iterative, data-driven nature of modern AI applications. Humanloop addressed this with a suite of powerful tools that facilitated collaboration between technical and non-technical team members. By focusing on evaluation-driven development, Humanloop helped teams place assessments of AI performance at the heart of their product cycles.
Core Features of Humanloop
Humanloop focused on three main areas:
- Evaluation: This feature allowed users to assess how their AI systems performed consistently. Evaluation tools enabled both automated assessments and human reviews, providing a thorough understanding of model effectiveness.
- Prompt Management: With version control and deployment controls for prompts, Humanloop ensured that product teams could manage changes effectively without loss of context or functionality.
- Observability: The observability tools in Humanloop empowered teams to monitor their AI systems effectively, making adjustments based on real-world performance and user feedback.
Collaboration Across Teams
Humanloop catered to a diverse user base, including engineers who wanted to implement evaluations and monitoring directly within their code and product managers looking to optimize prompt engineering through a user-friendly interface. This collaborative atmosphere fostered innovation, allowing both engineering and non-technical staff to contribute to the AI development process.
Security and Compliance
Data security was paramount at Humanloop. The platform utilized a comprehensive set of security measures, including SOC 2 Type II compliance and GDPR. For enterprise customers, dedicated cloud deployments were available that met stricter security requirements, such as HIPAA compliance with necessary Business Associate Agreements (BAAs).
Utilizing Real-World Feedback
Humanloop’s architecture promoted a fast feedback loop that helped reduce development time. By integrating evaluation and monitoring into the continuous integration and deployment (CI/CD) processes, companies could identify potential issues before they impacted users. This proactive approach was essential in achieving agile and responsive product development.
Entry-Level Trial and Support Options
Humanloop offered a free trial, allowing potential customers to explore the platform and assess its compatibility with their needs. This trial included access to all the features of the selected plan, albeit with limited evaluation volumes. Additionally, they provided robust customer support through a shared Slack channel for enterprise clients and standard email support for all customers.
However, as of now, the Humanloop platform is being sunset, with operations ceasing after September 8th, 2025. Customers are encouraged to migrate to alternative solutions and are provided guidance through a comprehensive migration tool that facilitates the export of all data stored on the platform, ensuring a smooth transition. The team at Humanloop expressed immense gratitude to its users and partners, celebrating their shared journey in developing AI technologies.
In conclusion, while Humanloop is re-defining its future alongside Anthropic, it has significantly influenced how enterprises approached the development and deployment of AI products. The combination of evaluation, management, and observability presented in the platform enabled teams to innovate quickly while maintaining a focus on performance and security. Whether developing AI applications or enhancing existing products, Humanloop has equipped teams with essential tools for success.
Pros & Cons
Pros
- Features best-in-class tools for LLM evaluation, prompt management, and observability.
- Supports collaboration between technical and non-technical team members with UI-first and code-first workflows.
- Offers various compliance options like SOC-2, GDPR, and HIPAA to ensure data security.
Frequently Asked Questions
Humanloop is available at no cost.
According to our latest information, this tool does not seem to have a lifetime deal at the moment, unfortunately.
Humanloop offers a comprehensive suite of tools for prompt management, including version control, prompt editing, and collaboration features. Users can work in a collaborative workspace, allowing both technical and non-technical team members to experiment with prompt engineering. The platform supports versioning and tagging for deployments, ensuring that changes are tracked and easily managed, thereby facilitating seamless collaboration among engineers, product managers, and domain experts.
Humanloop streamlines the evaluation process by automating evaluations using both code and human reviewers. The platform allows integration into CI/CD pipelines, enabling teams to perform continuous assessment and prevent regressions. Users can define evaluation criteria and generate detailed reports, which help to track performance metrics and iteratively refine AI features based on real-world feedback and domain expertise.
Humanloop offers multiple deployment options to cater to diverse security and compliance requirements. These include a default cloud offering that is SOC-2 compliant and hosted on AWS, as well as region-specific deployments (EU, UK, US) to ensure data sovereignty. Additionally, enterprise customers can opt for dedicated instances that meet HIPAA compliance requirements or self-host options that allow deployment within their own AWS VPC.
Humanloop fosters collaboration through an intuitive UI that allows non-technical team members, such as product managers and domain experts, to engage in prompt engineering without needing deep technical expertise. The platform features include real-time feedback, shared workspaces, and tools for tracking changes, enabling cross-functional teams to work together effectively on AI projects while integrating technical evaluations into the process.
Humanloop prioritizes data security and privacy through robust measures, including SOC-2 Type 2 compliance, GDPR adherence, and HIPAA compliance options for applicable users. The platform utilizes encryption to safeguard data both at rest and in transit. Additionally, users can opt for Virtual Private Cloud (VPC) deployment for enhanced security. Regular penetration testing ensures the platform meets industry standards for data protection.
Yes, Humanloop's APIs and SDKs allow for easy integration with your existing AI models and tools. Users can bring their API keys from various AI providers, such as OpenAI or Anthropic, to utilize their services. Additionally, the platform enables users to work with custom models and fine-tuned versions, making it flexible to adapt to their specific needs and existing infrastructure.
Humanloop offers various levels of support to ensure users have the assistance they need. For enterprise customers, a dedicated Slack channel is available for round-the-clock support. All users can access email support and receive implementation guidance through comprehensive documentation. Regular check-ins with AI experts are also available, particularly for enterprise clients needing more tailored assistance.
To begin using Humanloop, interested users can sign up for a free trial that provides access to all features within the limits of the chosen plan. This allows you to explore the platform's capabilities in prompt management, evaluation, and observability. During the trial, ensure you familiarize yourself with the user interface and begin integrating it into your workflows. For personalized guidance, consider booking a 1:1 demo to understand how Humanloop can be tailored to your organization's needs.
