Welcome to the Eventual blog
Join us as we explore innovative ways to handle multimodal datasets, optimize performance, and simplify your data workflows.
Case Studies
April 9, 2026
Open-sourcing 43 Billion Tokens of SEC EDGAR
Datamule, Teraflop AI, and Eventual collaborated to release the SEC-EDGAR dataset containing 590 GB of data, spanning 8 million samples and 43 billion tokens from all major filings in the SEC EDGAR database.
Engineering
Case Studies
December 11, 2025
How Sourcetable Built the World's First AI Spreadsheet with Daft
Sourcetable CTO Andy Grosser discusses their data infrastructure choices and why reliability and scale drove their architecture decisions.
Engineering
Case Studies
December 2, 2025
Processing 99% of U.S. Caselaw for Under $1 in the Common Pile
How Teraflop AI processed 7 million court documents and 40 million pages spanning 365 years of U.S. caselaw for under a dollar using Daft.
Case Studies
August 20, 2025
24 Trillion Tokens, 0 Crashes: How Essential AI Built Essential-Web v1.0 with Daft
Essential AI leveraged Daft's data engine to process a massive web-scale dataset for large language model (LLM) training.