01 / Retrieval Engine
Live Evidence Search
High-throughput semantic search and clean markdown extraction pipelines for tracking primary filings, technical releases, and competitive research in real time.
Independent Applied AI Lab
Deterministic workflows for live web intelligence.
Starway AI Studio designs and ships multi-agent verification systems, real-time retrieval pipelines, and developer automation tools built on structured evidence rather than guesswork.
Core Product Pillars
Every system pairs neural retrieval and reasoning with deterministic layer-zero guardrails.
02 / Verification
Multi-Agent Audit Gates
Deterministic state checks and cross-model adversarial review that catch hallucinated claims, stale endpoints, and schema drift before downstream execution.
03 / Creative Pipelines
Interactive Studio Tooling
Automated storyboarding, structured asset generation, and local-cloud orchestration tools for small independent media and interactive software teams.
Engineering Principles
Reliability before autonomy
We separate fast semantic search from deterministic execution gates so agent workflows remain inspectable, reproducible, and auditable end to end.
- Retrieval Layer Neural Web + Primary Sources
- Guard Layer Deterministic Schema & State
- Runtime Python · Edge Routing · MCP
Studio Profile
About Starway AI Studio
Founded by independent systems engineer Dong Zhan, Starway AI Studio operates as a lean research and software studio building practical AI agent infrastructure, quantitative research tooling, and automated content production workflows.
- Domain starwayai.me
- Focus Applied AI & Web Retrieval
- Direct Mail dong@starwayai.me
Work with Starway AI Studio
For research collaborations, API partnerships, or product inquiries, reach out directly at dong@starwayai.me.