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A Qwen-powered agent memory that knows what to forget, says how sure it is, and verifies before it asserts.
An autonomous showrunner that transforms a premise or a script into a voiced mini drama in any of 22 visual styles and either format, while optimizing quality, budget and token usage.
An airline irregular-ops agent society: sealed-bid seat claims, a mediator with signed rulings, and a bench proving it beats a single planner.
An open-source Qwen agent that turns "I sell sourdough from my apartment" into a cited launch checklist grounded in regional laws and a real, human-approved LLC filing.
AI neonatal danger-sign screening for community health workers — Qwen Cloud when online, a fine-tuned on-device Qwen3-VL when not, so it never goes dark.
CI for AI-generated video - the tests nobody built for the thing everyone is shipping.
AI Agents for Small-Scale Businesses
An autonomous GitHub maintainer that runs your whole backlog — triages, reviews, and ships — and asks you exactly one question a day.
A memory agent on Qwen Cloud that decides for itself what to remember, forget, and recall — and proves it drops stale facts with a reproducible benchmark, not a demo anecdote.
One logline in, a finished vertical drama out — written, storyboarded, critiqued before rendering, filmed and voiced by Qwen agents. With a real receipt for every cent of compute.
Nine AI judges argue real Supreme Court cases, live on Alibaba Cloud. Two AI journalists cover the fight. Convene the panel yourself and watch it think.
Five Qwen-powered specialist agents debate, vote, and veto over scarce disaster resources, the only setup that stays within budget where a lone agent overspends money it doesn't have.
Five AI detectives investigate motive, means & opportunity in parallel, cross-examine each other's findings, and self-correct. Multi-agent reasoning you can watch, on Qwen Cloud.
12 Qwen agents that don't just plan your trip - they safely book it. Real budget-capped checkout, deterministic, never fabricated. Autonomous travel commerce that you can trust.
Production Qwen MemoryAgent on Alibaba Cloud for Thai smallholder farmers to check water from their phone, not dangerous field trips. Live sensors. Real pumps. Already deployed in Thailand fields.
Conversations end. Memories shouldn’t.
An AI photography coach that remembers your journey, forgets what you've mastered, and always knows your next step — built on an open-source forgetting-aware memory engine for Qwen agents.
Autonomous DFIR/SOC triage agent on Qwen Cloud (Alibaba DashScope) - Track 4 Autopilot Agent. Deterministic trust layer: code, not the LLM model, decides what is confirmed.
Voice AI co-pilot for hands-busy industrial technicians: one Qwen-Omni-Realtime session listens, sees the machine, drives the console, and documents the job, with an async qwen-plus diagnosis agent.
AI-powered cold chain guardian that protects life-saving medicines whether online or offline, at the edge or in the cloud.
SafeEdge: an Nvidia Jetson edge device computes rigorous, real-time pedestrian-vehicle safety margins; Qwen Cloud on Alibaba outputs live reports for smarter policy and workspace risk management.
AI production workspace for research, media, and publishing.
A disaster-struck town run by a society of Qwen agents that split tasks, negotiate scarce rescue resources, and measurably beat a single big model on lives saved per dollar.
Self-healing infrastructure without surrendering control.
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