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Timeplus is a unified streaming and batch analytics platform providing real-time SQL query capabilities over event streams with a developer-friendly API and embedded deployment model.
Timeplus is a unified streaming and batch analytics platform that enables developers and data engineers to query event streams and historical data using standard SQL without deploying and managing separate stream processing frameworks. Built on a custom high-performance streaming SQL engine called Proton — which is also available as an open-source project — Timeplus provides a single interface for both real-time and historical analytical queries, eliminating the need to maintain parallel pipelines for streaming and batch processing. The platform supports windowed aggregations, stream joins, and complex event processing expressed as SQL, making streaming analytics accessible to teams with standard SQL skills.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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