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Ace Fleet
Scale Your AI Revenue—Not Your Cloud Bill.
2 followers
Scale Your AI Revenue—Not Your Cloud Bill.
2 followers
Ace Fleet is the full-stack compute optimization engine that slashes API and GPU costs by 30% to 80% without sacrificing model accuracy or speed. Unlike standard proxies, it features a sub-5ms gateway offering deterministic semantic caching, automated LLMLingua prompt pruning, and dynamic intent routing. Integrate instantly via a zero-rewrite base-URL swap and leverage our control plane for real-time ROI telemetry and Zero-Trust security.
We so welcome anyone building out AI applications to try ACE out and let us know your feedback at team@acefleet.dev, we read and respond to every single comment within 24 hrs. :heart: !!
What inspired you to build this?
Our vision for Ace Fleet is aggressive: we want to make AI compute so cheap that its cost becomes practically invisible. We believe affordable AI is the only way it can truly scale to benefit every business and every user, anytime and anywhere.
What problem were you trying to solve?
For any team building high-volume AI applications, exploding API and GPU costs are actively eating into profit margins. We built Ace Fleet as a full-stack compute optimization engine. Instead of just passively logging traffic, it actively intervenes in the request lifecycle to slash token and inference costs by 30% to 80%—without ever sacrificing model accuracy or speed.
How did your approach evolve?
We engineered hardcore, automated cost-saving levers like deterministic semantic caching, LLMLingua prompt pruning, and dynamic intent routing. We built a heavily data- and ML-driven approach with enterprise resilience and reliability at its core. We also made it a zero-rewrite integration, meaning teams can drop it into production and see ROI instantly via a simple base-URL swap.
Check out the platform at acefleet.dev and let me know what you think. I’d love to hear your feedback!