AI-native businesses that remove operational friction from industries where documents, coordination, and workflows create drag.
We map high-friction workflows, deploy specialized AI agents at every bottleneck, and keep humans in control at every critical decision. The result is a complete operating model — not a feature.
Every step, every handoff, every bottleneck in the target operation.
Specialized agents deployed where coordination overhead is highest.
Agents assist and surface. People review, decide, and direct.
More volume. Less headcount growth. Better operational visibility.
15 coordinated agents across lead intake, document processing, borrower communication, and pipeline visibility.
Multi-party transaction management across buyers, sellers, agents, and title — from contract to close.
Coordinated agents across sales, service, and operations for growing businesses that need more without adding overhead.
We build operating companies — purpose-built for industries where the stakes are real and the workflows are complex. Not general AI tools. Not chatbots.
Vertical workflows create more value than generic chat.
Businesses adopt systems that reduce real labor and latency.
Human operators remain critical in trust-heavy industries.
Agentic systems are a new labor layer — not a replacement.
Responsible deployment means clear handoffs and oversight.
Companies that automate operational drag compound faster.
Not a research project. A company built by people who have lived these operational problems firsthand.
Deep background in mortgage and real estate operations. Built and scaled lending workflows before building systems to automate them.
Systems architect with experience deploying production AI workflows for high-stakes, document-heavy industries.
We are not building AI that generates content.
We are building AI that runs operations.
The Agent Factory — Founding Principle
Lender, real estate team, SMB operator, investor, or potential partner — we want to hear from you.