01
Scope
One workflow, one metric, real data boundaries.
Menlo Park AI systems studio
Moonveil AI
Secure AI agents, RAG systems, and workflow software for finance, healthcare, and operations teams.
01ScopeOne workflow, one metric, real data boundaries.
02BuildRAG, agents, tools, logging, and reviewer UX.
03LaunchSecurity notes, evals, rollout plan, and handoff.
Source-backed answersTool-call approvalsRole-aware workflowsAudit logsHuman reviewProduction handoffSource-backed answersTool-call approvalsRole-aware workflowsAudit logsHuman reviewProduction handoff
Core systems
From messy workflow to usable AI.
We keep the first build narrow: a trusted data path, a reviewable output, and a clear owner for every risky step.
Workflow agents
AI Agent Development
Build agents that retrieve data, call tools, prepare outputs, and hand off risky steps to humans.
Explore service
Private knowledge
RAG Development
Turn policies, records, filings, and documents into source-backed answers your team can trust.
Explore service
Healthcare operations
Healthcare AI Consulting
Scope secure pilots for intake, records, care navigation, and revenue-cycle work with clear review points.
Explore service
Built for real constraints
Agents that know when to stop.
We design AI around permissions, source trails, evaluation sets, and human approval points, so pilots can become systems instead of one-off demos.
02
Build
RAG, agents, tools, logging, and reviewer UX.
03
Launch
Security notes, evals, rollout plan, and handoff.
Selected work
Applied AI experience, not slideware.
Focus areas
Three places where workflow quality matters.
Finance
Financial Services AI Consulting
Build reviewable agents, RAG systems, monitoring workflows, and analyst tools for financial research teams.
Healthcare
Healthcare AI Consulting
Scope secure AI pilots for intake, documentation, revenue-cycle, records, and care navigation workflows.
Operations
Operations AI Automation
Automate internal research, routing, reporting, knowledge search, and back-office workflows with review controls.
Founder-led
Small senior team. Clear owners.
Moonveil AI