Cuts time-to-first-token, delivers sub-millisecond repeated queries, and drastically reduces GPU load per inference — all deployable in under 5 minutes.
Reliability & Control
Deploy on public GPU providers or on-prem, with full observability and confidentiality-conscious design.
Developer Experience
SDKs, APIs, and metrics dashboards that make it simple to plug Tensormesh into existing inference pipelines and track cache hit rates, throughput, and cost savings.
Ecosystem Compatability
Works out of the box with leading inference engines like vLLM plus flexible APIs for custom stacks.
Continuous Innovation
We’ll keep releasing new features and enhancing performance based on user feedback.
