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▶ 22:23 · $D-MATRIX · D-Matrix raises $275M at $2B to challenge Nvidia on inference efficiency
episode briefing
The Information

Former Twitter CEO Building AI Web Infrastructure, Waymo’s Freeway Expansion | Nov 14, 2025

2025-11-15 · 2 company · 4 thematic
sentiment
2 bull0 bear0 neu
speakers
parag agarwal

Former CEO of Twitter (over a decade at the company, rising from engineer to CTO to CEO). Founded Parallel Web Systems two years ago to build web infrastructure optimized for AI agents, recently raised $100M at a $740M valuation.

sid sheth

30-year semiconductor veteran; started career at Intel, previously built a $3B business at Inphi (sold to Marvell). Founded D-Matrix in 2019 to build inference-specific accelerators; recently raised $275M at a $2B valuation targeting enterprise AI workloads.

quote
“Datrix is focused on inference, right? So we don't focus on training which is the other piece of AI computing which you know Nvidia GPUs are extremely good at. ... The whole premise of the platform that we built at Datrix was around optimi…”
—sid sheth
now playing · $D-MATRIX
$PARALLEL-WEB-SYSTEMSbullish· mediumparag agarwal
Parallel Web Systems raises $100M to build AI-native web infrastructure
The web must be rebuilt for AI agents as primary users; Parallel builds search and access tools optimized for AI constraints like context windows, betting that quality of informat…
$D-MATRIXbullish· mediumsid sheth
D-Matrix raises $275M at $2B to challenge Nvidia on inference efficiency
D-Matrix targets inference workloads for enterprise smaller models (<100B params) with a dedicated accelerator architecture delivering 10x speed, 3x cost and energy efficiency ver…