Menlo Park AI provides secure AI agents, retrieval‑augmented generation (RAG) systems, and workflow software tailored for finance, healthcare, and operations teams.
Funding
Funding not disclosed
Founders
Product
Problem
Finance, healthcare, and operations teams often need to automate complex, high‑risk workflows that involve sensitive data, strict compliance requirements, and multiple decision points, yet existing AI tools lack built‑in controls for permissions, audit trails, and human review.
Solution
Moonveil AI delivers secure AI pilots that combine retrieval‑augmented generation, autonomous agents, and workflow software designed for high‑stakes environments. The platform enforces a trusted data path, logs every data source, and requires explicit human approval before risky actions are taken. By narrowing the initial scope to a single workflow and clear success metric, the team builds a prototype that can be evaluated, secured, and handed off to the client for production use. The solution includes built‑in evaluation sets, permission checks, and reviewer interfaces, enabling pilots to scale into compliant, auditable systems.
Target Audience
Primary customers are finance, healthcare, and enterprise operations teams that need to automate regulated workflows while maintaining compliance, audit trails, and human oversight.
Features
- Retrieval‑augmented generation that ties AI answers to verifiable source documents, ensuring traceable outputs
- Autonomous agents that can retrieve data, invoke tools, and generate drafts while pausing at predefined human approval points
- Integrated logging and permission framework that records data access, source trails, and evaluation metrics for auditability
- Reviewer user experience (UX) that surfaces AI outputs with context, allowing users to approve, edit, or reject results
- Structured rollout process covering security notes, evaluation criteria, and handoff documentation for ongoing operations
- Customizable workflow scaffolding that aligns AI actions with existing finance, healthcare, or operational processes