Granica is an AI research and systems company that builds platforms to help enterprises leverage artificial intelligence efficiently and safely. Granica focuses on solving data challenges as the foundational step towards making AI significantly more effective and secure for enterprise use.
Granica’s core business centers on providing a novel training data platform for enterprise AI. This platform supports both generative and traditional AI development by improving data efficiency, ensuring privacy, and delivering visibility into complex data environments. The company offers several flagship services:
- Granica Crunch: A suite of advanced data compression and reduction models that allows AI and machine learning teams to use more data for training, which can enhance model accuracy and performance while managing infrastructure costs. Crunch enables deep cost efficiencies for data at any scale, whether at rest or in use.
- Granica Screen: A privacy-enhancing service designed to unlock more data for AI/ML teams by guaranteeing state-of-the-art privacy at scale. This service supports the development of private large language models (LLMs) and privacy-preserving AI.
- Granica Chronicle: A data visibility tool that provides deep insights and unification across disparate AI data stores, fostering collaboration and transparency in AI/ML data usage.
Granica’s approach is rooted in fundamental research across information science, machine intelligence, computer vision, natural language, and distributed systems. The company combines this research focus with systems engineering expertise to create platforms that drive information density and efficiency at cloud scale.
How was Granica started?
Granica was founded with a mission to dramatically improve the effectiveness of AI—striving to make it 10,000x better—by addressing data as the "first-mile problem." Andrea Montanari, the Chief Scientist, is instrumental in guiding Granica's research-driven culture. According to Montanari, combining deep research with practical systems engineering is at the core of Granica’s innovation.
Who uses Granica?
Granica primarily serves enterprise customers and AI/ML teams looking to maximize the efficiency, privacy, and visibility of their AI data operations. Their solutions are relevant for organizations building large-scale AI systems, whether for generative or traditional AI applications. Notably, individuals like Glenn Trattner are among their customers.
What makes Granica different?
Granica distinguishes itself through a unique focus on fundamental data challenges in enterprise AI. By offering integrated solutions for data reduction, privacy, and visibility, Granica aims to enable safer and more scalable AI adoption. Their commitment to deep research and investment from notable institutions in AI, data, and cloud further reinforce their position in the market.
You can learn more about the company's background and team on their About page.
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