Launch a production-ready AI agent in 4–8 weeks.
Moonveil turns one high-value workflow into a reliable AI agent your team can launch, use, and own.
Launch readiness
ReadyAgent launch plan
One workflow, one accountable owner, and one production launch.
Works with your data
Owner-visible before launch
Team review
Owner-visible before launch
Handoff package
Owner-visible before launch
Choose the outcome
Define the business win.
Build the agent
Test it on real work.
Launch together
Go live and hand off.
Three ways we get your agent into production.
Choose the path closest to your bottleneck. Every engagement ends with a working agent, a production launch, and a clean handoff.
Workflow agents
AI Agent Development
Turn one repetitive workflow into a reliable production agent your team can use and own.
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Private knowledge
RAG Development
Give your team fast, source-backed answers across policies, records, filings, and internal documents.
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Healthcare operations
Healthcare AI Consulting
Launch a healthcare operations agent that reduces repetitive intake, records, navigation, or revenue-cycle work.
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A working agent, not another AI prototype.
In 4–8 weeks, we take one valuable workflow from scope to production so your team can start using it—not just reviewing a demo.
weeks to production
One production-ready agent built around a high-value workflow.
working agent
A focused release your team can use with real data and real users.
handoff included
Code, operating guidance, and a clear path for the next release.
From workflow to production in 4–8 weeks.
Choose the outcome
Agree on the workflow, owner, users, and business result before building.
Build the agent
Turn the workflow into a reliable product and test it with realistic work.
Launch with your team
Put it into production, train the owners, and hand over the full system.
Experience from AI products people already use.
Production agents for high-value, high-accountability work.
We focus on workflows where speed matters, mistakes are expensive, and a reliable agent creates measurable operating value.
Finance workflow
Finance
Financial Services AI Consulting
Launch a source-backed research, monitoring, diligence, or reporting agent your analysts can trust.
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Healthcare workflow
Healthcare
Healthcare AI Consulting
Launch an operations agent for intake, documentation, revenue-cycle, records, or care navigation.
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Operations workflow
Operations
Operations AI Automation
Launch an agent that reduces repetitive research, routing, reporting, knowledge search, or back-office work.
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Led by builders who have shipped AI products in real markets.
Founder
Shan Huang
Shan leads the technical side of Moonveil's AI work, turning messy workflows into production systems. His background spans healthcare AI, enterprise infrastructure, and founder-led product building.
Strategic Partner, Project Origination
Jiantao Li
Jiantao helps source opportunities and bring the right people into the room. He brings operator experience across financial services, recycling, cross-border business, and founder communities.
Strategic Advisor, Healthcare Growth & Partnerships
Scott Hori
Scott helps connect AI work to real healthcare growth problems. His experience covers revenue cycle, commercial partnerships, enterprise strategy, and operator-led company building.
Technical Advisor, Security & AI Infrastructure
Eric Zhu
Eric focuses on making AI systems safe enough to run inside real companies. He brings product security, DevSecOps, and cloud infrastructure experience for healthcare and SaaS teams.
Bring one workflow. We will launch the agent in 4–8 weeks.
Start with the part of the business where a working agent would save time, reduce backlog, or unlock revenue now.