Orchestra launch: what they're building and where to launch next
FoxPlug writes launch posts from what a startup ships and matches it to the launch communities that fit it. This page shows what Orchestra is building and where it could launch next; if it is your startup, start free below.
What they're building
Self-optimizing neocloud that cuts LLM costs by 100x
Batch
Y Combinator Summer 2026
Industry
B2B
Team size
2
Based
San Francisco, CA, USA
Founders
- Luis Manrique · Founder/CEO
- Aamir Poonawalla · Founder/CTO
Orchestra on the record
What they shipped
- From its YC profile: Orchestra is an inference cloud. We capture your AI work traces, train smaller models, and automatically deploy them (only when they outperform the expensive model you are currently paying for). Instead of renting the same frontier model forever, your AI infrastructure gets faster, smarter, and cheaper every time it runs. Suppose your product uses Claude for a repetitive legal workflow. Orchestra observes successful production runs, learns the specific tools and judgment required for that workflow, and trains a specialized open-weight model. (source)
- Its own site describes it as: "Orchestra evaluates production work, improves the models behind it, and trains specialist models your team owns." (source)
Who is behind it
- Luis Manrique, Founder/CEO: Founder at Orchestra (YC S26). Previously founding Member of Technical Staff (and founding sales guy) at Gumloop, closing ~$2M in first year. Led Ads ML and also consumer AI as first PM at Instacart's Carrot AI. Prior co-founder/CEO at Ones and Zeros (text-to-SQL using transformers). Early at Wildfire (acquired by Google), then 5 years across Google's ads ML and programmatic platforms. (source)
- Aamir Poonawalla, Founder/CTO: Founder at Orchestra (YC S26). 9 years at Instacart. Built the ads serving and ML infrastructure, auction platform, and experimentation framework. 2nd time YC Founder. MS in Computer Science from Georgia Tech. (source)
Timeline
Other B2B software launches on FoxPlug
- Glen: Institutional Learning Layer for Every Agent in Your Company
- Graphify Labs: On-device knowledge graph engine for enterprises
- hardware intelligence: AI tools for the chips your AI runs on
Where else to launch Orchestra
- Product Hunt ↗
- Hacker News (Show HN) ↗Audience: Hacker News readers; engineers, technical founders, infra-curious people
- Indie Hackers Forum ↗Audience: IndieHackers; bootstrapped solo founders sharing revenue and behind-the-scenes
- Demand Curve ↗Audience: Slack community; tight-knit, pseudo-private peer group
- Dev Hunt ↗
- No Code Founders ↗Audience: Slack community; tight-knit, pseudo-private peer group
- OnlineGeniuses ↗Audience: Slack community; tight-knit, pseudo-private peer group
- Product Makers ↗Audience: Slack community; tight-knit, pseudo-private peer group
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