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Posted on • Originally published at aitechconnect.in

Tensormesh's $20M Bet: KV-Cache Reuse Becomes a Product Category

Originally published on AI Tech Connect.

What Tensormesh actually announced On 27 May 2026, Tensormesh announced a $20M seed extension that takes its total funding to $24.5M. The round was led by AMD Ventures, CoreWeave and NVentures (Nvidia's growth fund) — which is a quietly remarkable trio. AMD, Nvidia and the largest pure-play GPU cloud all writing the same cheque, into the same inference-cost problem, on the same day, is the clearest signal yet that KV-cache reuse has graduated from research curiosity to product category. Alongside the round, the company launched general availability of Tensormesh Inference, a managed platform built around that same idea. The headline pricing feature: cached input tokens are billed at zero cost — permanently, not as a promotion. If your workload repeats a 50k-token system prompt across a…


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