Unified LLM Cost Optimization and Routing Platform
P6/10May 19, 2026
WhatAn intelligent middleware layer that automatically routes API calls across dozens of LLM providers (Google, OpenAI, Anthropic, DeepSeek, open-source) to minimize cost while hitting quality and latency targets.
SignalThe rapid proliferation of models at wildly different price points — with new releases constantly reshuffling the cost-performance frontier — makes it nearly impossible for engineering teams to manually keep up with which model to use for which task.
Why NowThe model landscape has fragmented dramatically in 2025-2026 with multiple providers releasing competing tiers (flash, lite, pro, reasoning) at different price points, creating genuine optimization complexity.
MarketEvery company with significant LLM API spend ($1K+/month) is the buyer; TAM is billions given enterprise AI spend; competitors like Martian, Portkey, and LiteLLM exist but none dominate and most lack true quality-aware routing.
MoatProprietary benchmark data from routing billions of real requests creates a feedback loop — the more traffic you route, the better your quality-cost predictions become, which attracts more traffic.
Browser-Based Retro OS Playground as a ServiceP5/10A cloud-hosted platform that lets users instantly boot and interact with hundreds of historical operating systems directly in the browser, no downloads required.
Managed Large File Distribution for Open-Source ProjectsC5/10A turnkey CDN and torrent-hybrid distribution service purpose-built for open-source projects that need to distribute large binary artifacts (10GB+) without infrastructure headaches.
AI Talent Intelligence Platform for Frontier LabsC5/10A real-time competitive intelligence platform tracking AI researcher movements, publication output, and talent signals across frontier labs to help companies make strategic hiring and partnership decisions.
Async AI Education Platform With Frontier-Lab AlignmentC5/10A platform that packages frontier AI lab research into structured, hands-on courses — co-developed with active researchers — so practitioners can stay current without leaving their jobs.
AI-Powered Bill Reading for Visually Impaired UsersP5/10A mobile app that uses on-device vision models to accurately read, parse, and organize physical bills, receipts, and financial documents for blind and low-vision users with high reliability guarantees.
Real-Time On-Device Video Subtitle Generation AppC6/10A cross-platform mobile app that generates accurate real-time subtitles for any video playing on your device, including social media feeds, messages, and browser videos — all processed locally.