WhatAn intelligent API gateway that routes LLM requests across providers (DeepSeek, OpenAI, Anthropic, Google) based on real-time cost, latency, and quality benchmarks to minimize spend while maintaining output quality.
SignalThe emergence of frontier-quality models at dramatically different price points creates a clear arbitrage opportunity — users want the best output for each task type without manually switching providers.
Why NowThe cost-quality frontier just shattered with DeepSeek V4 offering frontier performance at a fraction of incumbent pricing, making multi-provider routing suddenly high-value rather than a nice-to-have.
MarketAI-native companies and enterprises spending $100K-$10M/yr on LLM APIs; TAM $5B+; OpenRouter and Martian exist but lack deep quality-aware routing and enterprise features.
MoatProprietary routing data from billions of requests builds a compounding advantage in predicting which model performs best for which task type and domain.
Managed Infrastructure for Open-Weight Frontier ModelsP7/10A turnkey platform that lets enterprises deploy open-weight frontier models like DeepSeek V4 on their own cloud with one click, handling quantization, serving optimization, and compliance.
AI News Triage and Burnout Prevention ToolC6/10A personalized AI briefing service for ML practitioners that filters, ranks, and summarizes the firehose of model releases, papers, and benchmarks into a calm daily digest tailored to what actually matters for your work.
LLM Context Reliability Auditing PlatformC7/10A testing and monitoring platform that continuously audits LLM products for context faithfulness — detecting when models silently lose context, hallucinate about document contents, or confabulate about their own capabilities.
AI Scope Lock for Solo DevelopersP5/10A project planning tool that uses AI to define a minimal v1 scope, then actively blocks feature creep by flagging and quarantining out-of-scope work during development.
Prior Art Discovery Tool for Side ProjectsC5/10A tool that takes a project idea description and instantly maps the existing landscape of similar projects, showing exactly what exists, what gaps remain, and what minimal novel contribution would be worth building.
Cloud Credit Arbitrage Platform for AI StartupsP6/10A marketplace and advisory platform that helps AI startups negotiate, structure, and optimize massive cloud-credit-for-equity deals with hyperscalers.