AI infrastructure

OneTriangle

Website
Founded 2026Origin source ↗Checked 2026-09-15

Overview

OneTriangle optimizes prefill, speeding up TTFT 10x utilizing KV cache transfer tech

We integrate with your dedicated endpoints, or GPUs to speed up inference.

Company description As recorded 2026-11-08
LinkedIn About
AI infrastructureInfrastructureBusinessesEnterpriseUsage & volume pricing

Founders & team

Previously EvalAI, TrustAI Labs, TrustAI

Company history As recorded 2026-11-08

Medha Venkatapathy

Founder/CTO

Hi! I studied physics + cs at mit, and we're building the cheapest/fastest inference with KV cache transferability. In my free time, I like to bike and get lost.

LinkedIn X
Founder profile As recorded 2026-09-15
4team members reported
Source-reported As recorded 2026-09-15

Founded 2026 · Source

Origins

Hi, we’re Hannah and Medha! Three years ago, we met at MIT, and now are co-founding OneTriangle. Hannah loves scaling companies and Medha loves making ideas become real products. Together, we built OneTriangle to push the limits on latency, cost, and quality.

Founder account As recorded 2026-09-15

News & product activity

Sources & observations

Y Combinator

Profile depthenriched profile
Website observationwebsite reachable
Last website check2026-11-11
Location · source statedSan Francisco, CA, USA
Pricing evidenceNo pricing page confirmed
Maturity: Not assessed · 3 of 6 areas documented

Source-based assessment · automated evidence rules

The retained text does not establish product availability or customer use.

Maturity is an evidence-based assessment, not a success rating. It may understate the current stage where evidence is limited. Coverage records documented areas, not a complete or independently audited company history.

Stage definitions
independent websitesource corroborationreachable websitedescriptive evidenceclassified market and modelsourced peoplesourced founding yearrecent publishing observed
startup.observe Directory coverage · Sources & method