Preloop
Preloop is a B2B analytics company specializing in machine learning model deployment and management, offering a range of services from observability dashboards to on-premises and cloud deployments.
Services
Preloop provides a fully managed service for machine learning model deployment and management. This includes handling scaling, compute, and storage needs. The company features a rich observability dashboard to monitor model performance and allows for both scheduled and ad-hoc retraining of models. Preloop also offers customization options, such as defining or editing inference functions before deployment, and supports on-premises deployments directly to the customer's infrastructure.
Pricing Tiers
Preloop offers two primary pricing tiers to support companies of all sizes: a standard option and an enterprise option. These tiered plans allow businesses of various scales to leverage Preloop's machine learning management services, ensuring flexibility and scalability in deployment and operation.
Features
Preloop boasts a range of features designed to streamline and enhance machine learning deployment. These include model retraining through scheduled runs and automatic metric checks, observability tools for monitoring operational metrics such as requests per second, uptime, and p90 latency, and versioning capabilities. The platform is compatible with all major ML packages and offers flexible deployment options to either Preloop's cloud or the user's own cloud, accommodating high-security requirements.
Technological Tools
Preloop provides an SDK and CLI for integration and utilization of its functionalities, simplifying the development process. The platform's tools include visualization options for data transformations and model pipelines, and it automatically translates training scripts into deployed ML models, significantly reducing deployment time. These tools support complex projects and facilitate seamless model deployment and management.
Y Combinator and Launch
Preloop was launched in 2023 and is a part of the Y Combinator W24 batch. This involvement with Y Combinator highlights the company's potential and access to valuable resources and networks. As a startup, Preloop operates in the B2B sector with a focus on analytics, deep learning, developer tools, machine learning, data science, and AI.