nCore Data Management, Inc. is a software startup based in Tampa, Florida focused on solving one of the biggest barriers in enterprise AI and analytics: preparing and processing data to make it “AI-ready”.

We developed ANNA, an AI-powered data structuring and smart file management platform that automatically converts unstructured files (PDFs, spreadsheets, documents, and text files) into structured, machine-readable data so AI models can use it immediately. 

Just ONE non-technical end-user can build the pre-process on what to search/extract (minutes), train the documents in 1-3 passes (minutes) and execute the processing of mass documents into the format of choice (seconds to minutes). No need for a pre-process to be built per file type or format, no expensive and inaccurate LLM/OCR to extract, or the need for expensive developers, programmers or engineers.

We also developed nCellerate, a proprietary data-processing acceleration software that optimizes existing CPU hardware to dramatically speed up data preparation by 10-20x, ingestion, file conversion, compression and large-scale data processing.

Most AI infrastructure bottlenecks occur in the data preparation stage; ANNA and nCellerate automate and accelerate that entire pipeline before the GPU ever runs. Together, these technologies significantly improve operational efficiency, reduce manual data work, and lower infrastructure costs for enterprise-wide data initiatives.

nCore Data Management, Inc.

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