AI builders · working products

The AI builder stack.

Star Native turns builders, events, and partner challenges into shipped AI products. Part of the StarEdge Group.

Start building

Work with us

Built with AI experts from

Templates for AI builders

Starter systems, judging flows, and launch playbooks — ready for events, teams, and enterprise challenges.

terminal

$ run lablab --challenge “AI Factory”

→ source builders from the lablab.ai community

→ publish starter kits, sponsor APIs, and judging criteria

→ rank submissions by quality, traction, speed, and deployability

SmartBandit Router

RL router cutting AI costs ~93% · AMD winner

SOAP Copilot

AI clinical scribe → structured notes · healthcare

ResearchOS

Multi-agent lab for academic literature · agents

Bring AI into the core of build programs

We run the infrastructure behind open innovation — launch, submissions, judging, and the path from prototype to production.

Bring AI into the core of build programs

We run the infrastructure behind open innovation — launch, submissions, judging, and the path from prototype to production.

240K

builders in the AI community

4,700+

shipped applications

100+

partner events run

1,000+

GitHub stars on our starters

Launch templates for every build path.

Challenge engine

Submission intake, scoring, and shortlist flow.

RAG workspace

Embeddings, retrieval, and answer evaluation.

Program OS

Mentors, cohorts, milestones, and demo day.

Agent starter

Tools, memory, and deploy-ready prompts.

API launch kit

Docs, examples, and usage challenges.

Evaluation board

Quality signals, traction, speed, and risk.

FROM TEMPLATES TO SHIPPED SYSTEMS

TWO WAYS IN

Start building. Or deploy what works.

Build

Grab a starter and ship your first AI app.

Deploy

Bring a real-world problem. We’ll turn it into working systems at the edge.

ready to turn prototypes into production