Articul8 says Bivia, built on three-plus years of production AI work in semiconductors, energy and manufacturing, scored 73% on internal end-to-end task completion versus 37% for a comparison model. The company claims it handles documents, images, audio, video and time-series data, works in 50+ languages, and can abstain when uncertain. In a demo it optimized data-centre cooling in 15 seconds for $0.40. Access is via API, Claude Code, Cursor, apps or browser plugin, with pay-per-input-token pricing and up to 1B free tokens for the first 10,000 users.

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