automn.ai is an applied AI studio built around products, systems, and practical execution. We turn research into revenue.
Most AI consultancies give you a slide deck and a roadmap. We give you a working system. automn.ai is a small, senior team of engineers, researchers, and product thinkers who've built AI at scale — from 0→1 startups to Fortune 500 deployments.
We're opinionated, fast, and production-first by default.
From a napkin idea to a system trusted by thousands.
We design and build complete AI-powered products — from UX design to model serving — with a relentless bias toward speed and production quality.
Purpose-built retrieval-augmented generation with semantic search, hybrid retrieval, reranking, and production-grade evaluation — so your model always has the right context.
Multi-step agents that plan, act, and verify — wired into your business logic, with observability and human-in-the-loop controls built in from the start.
Real systems, real results, real clients.
End-to-end document pipeline replacing a 3-person manual review team — extracting, structuring, and auditing loan agreements in seconds.
Sub-300ms latency voice assistant integrated with Zendesk, autonomously resolving the majority of inbound support tickets.
Custom time-series model driving inventory decisions — eliminating both stockouts and overstock in real time.
Replaced keyword search with a hybrid semantic engine across 40M+ legal documents, dramatically improving research speed.
"automn.ai shipped a production RAG system in under 5 weeks. The code quality was exceptional and they required almost zero hand-holding. Rare."
"They don't just write code — they think deeply about the product. We went from zero to a live voice agent in 6 weeks. Our support costs halved."
"Every other vendor sold us a slide deck. automn.ai showed up with a working demo on day one. That set the tone for the whole engagement."
Tell us what you're working on. No decks, no lengthy sales process — just an honest conversation.
We read everything and reply within one business day.
Most teams wait 6 months before finding the right partner. Don't wait.