What is Vellum?

Vellum is a cutting-edge platform designed for building and deploying AI products. It offers a collaborative environment that streamlines the entire process from idea generation to production-grade feature deployment. Vellum provides developers with the tools they need to experiment, evaluate, and monitor AI systems efficiently, enabling teams to focus on innovation and rapid iteration. The platform is tailored for both technical and non-technical users, bridging the gap between AI development and deployment.

Features

Vellum boasts a variety of features that cater to the needs of AI developers and product teams. Below are some of the standout features that make Vellum a powerful tool for AI product development:

Purpose-Built GUI and SDK for AI Development

• Visual Builder: Vellum features a user-friendly graphical user interface (GUI) that simplifies the process of building AI workflows. This visual builder allows users to quickly identify issues, debug, and iterate without the repetitive setup required by traditional development environments.

• SDK Code ↔ UI Sync: The platform offers a code-first framework that is UI-native, allowing for seamless synchronization between code and user interface. This eliminates technical barriers within cross-functional teams, enabling collaboration between developers and non-technical stakeholders.

LLM Playground

• All Models, One Playground: Vellum provides a centralized space for managing prompts across various models, whether they are closed-source, open-sourced, or self-hosted. This feature enhances team collaboration and ensures that all team members have access to the same resources.

Evaluation Tools

• Test-Driven Development for AI: Vellum integrates test-driven development principles into AI system evaluation. Users can apply pre-made or custom metrics to assess AI quality, identify individual failures, and analyze trends over time, enabling confident deployment.

Out-of-Box Retrieval Augmentation Generation (RAG)

• Context-Aware Solutions: Vellum’s retrieval UIs and APIs make it easy to transform unstructured data into AI-ready formats. The platform handles various data types, including text, PDFs, and images, allowing users to focus on building AI solutions without the need for extensive data preparation.

Deployments

• Decoupled AI Updates: Vellum allows for frequent AI updates without requiring full application redeployments. This capability enables teams to implement changes quickly and efficiently, significantly reducing the time between updates.

Observability

• Track AI Decisions: Users can monitor AI inputs, outputs, costs, latency, and feedback in real time. Vellum’s observability tools visualize decisions through trace/span or graph views, allowing teams to track performance and trends effectively.

AI Experts On-Demand

• Expert Support: Vellum offers access to AI specialists who can assist teams at every stage of the development process, from initial idea validation to implementation and optimization. This support is invaluable for businesses looking to leverage AI technology effectively.

Enterprise-Scale Features

• Compliance and Security: Vellum is SOC 2 compliant and supports HIPAA compliance, ensuring that sensitive data is handled securely. The platform also offers role-based access control and configurable data retention policies, making it suitable for enterprise-level applications.

Use Cases

Vellum is versatile and can be applied across various sectors and use cases. Here are some notable examples:

Rapid Prototyping

• Proof of Concepts (POCs): Teams can quickly validate AI ideas and focus on the most promising concepts, significantly reducing the time required to develop POCs.

AI Product Development

• End-to-End Development: Vellum supports the entire AI product development lifecycle, from ideation to deployment, allowing product teams to build and ship AI applications efficiently.

AI Model Evaluation

• Testing and Iteration: With its evaluation tools, Vellum enables teams to assess model performance, identify areas for improvement, and iterate on designs, ensuring high-quality AI solutions.

Data Management

• Handling Unstructured Data: Vellum’s capabilities in transforming unstructured data into context-aware solutions make it an ideal choice for organizations dealing with diverse data types.

Collaboration Across Teams

• Cross-Functional Collaboration: The platform’s GUI and SDK facilitate collaboration between developers and non-technical stakeholders, enabling teams to work together more effectively.

Performance Monitoring

• Real-Time Observability: Vellum’s observability features allow teams to track AI performance and make data-driven decisions to optimize their applications continually.

Pricing

Vellum's pricing model is designed to cater to businesses of all sizes, from startups to large enterprises. While specific pricing details are not provided in the content, organizations interested in Vellum can book a demo to discuss their needs and explore potential pricing options. This approach ensures that customers receive tailored solutions that align with their budget and requirements.

Comparison with Other Tools

When comparing Vellum to other AI development platforms, several unique selling points emerge:

Comprehensive Feature Set

• Vellum combines a visual builder, SDK, evaluation tools, and observability features into a single platform, making it a one-stop solution for AI development. Many competing tools may focus on specific aspects, such as deployment or evaluation, but Vellum offers an integrated approach.

User-Friendly Interface

• The purpose-built GUI for AI workflows sets Vellum apart from more traditional coding environments. This accessibility allows non-technical team members to participate actively in the development process, fostering collaboration and innovation.

Rapid Iteration and Deployment

• Vellum’s ability to decouple AI updates from application deployments allows teams to implement changes quickly and frequently, a feature that may not be available in other tools. This flexibility is critical in fast-paced AI development environments.

Expert Support

• The on-demand access to AI specialists is a significant advantage for organizations looking to leverage AI effectively. Many competing platforms may not provide this level of support, leaving teams to navigate challenges independently.

Enterprise-Grade Compliance

• Vellum’s compliance with SOC 2 and HIPAA regulations, along with features like role-based access control, makes it a suitable choice for enterprises that require stringent security and compliance measures.

FAQ

What types of AI products can be built with Vellum?

Vellum is versatile and can be used to build a wide range of AI products, including chatbots, virtual assistants, recommendation systems, and more. Its comprehensive feature set supports various applications across different industries.

Is Vellum suitable for non-technical users?

Yes, Vellum's user-friendly GUI allows non-technical users to participate in the development process. The visual builder and collaborative features make it accessible to a broader audience, including product managers and business analysts.

How does Vellum handle data security?

Vellum is SOC 2 compliant and supports HIPAA compliance, ensuring that sensitive data is handled securely. The platform also offers configurable data retention policies and role-based access control to enhance security.

Can Vellum integrate with existing systems?

Yes, Vellum is designed to integrate easily with existing systems and workflows. Its flexible API and deployment options enable seamless integration into various tech stacks.

What level of support does Vellum offer?

Vellum provides on-demand access to AI specialists who can assist teams at every stage of the development process. This support is invaluable for organizations looking to leverage AI effectively and optimize their applications.

How can I get started with Vellum?

Organizations interested in Vellum can book a demo to explore the platform, discuss their specific needs, and receive tailored solutions that align with their goals and budget.

In conclusion, Vellum is a powerful and versatile platform for AI product development that streamlines the entire process from ideation to deployment. With its user-friendly interface, comprehensive feature set, and expert support, Vellum is well-suited for organizations looking to innovate and excel in the rapidly evolving field of AI.