Intelligent Merchant Funding and Underwriting Platform
Automated underwriting and risk assessment with high-accuracy MCA detection, enabling near-instant funding decisions without processor constraints.
Merchant cash advance providers often rely on slow manual underwriting, fragmented risk data, and processor-dependent funding models that introduce delays and operational friction. In this engagement, we engineered a proprietary platform that automates underwriting and risk assessment, detects MCA activity with high accuracy, and enables near-instant funding decisions without relying on processor constraints.
The result was a faster, more reliable underwriting pipeline designed for scale and consistent decision quality.
The decision
The decision was to own the underwriting and funding path rather than continue working around processor-dependent constraints. The platform would automate underwriting and risk assessment while preserving traceability, review, and policy controls around consequential funding decisions.
Core system capabilities
- Automated underwriting pipeline to compress decision cycles and reduce reviewer load.
- Risk assessment engine consolidating signals into consistent decision criteria.
- MCA activity detection with high-accuracy classification for risk mitigation.
- Instant funding decisions designed to remove bottlenecks and speed approvals.
- Operational controls for traceability, review, and policy enforcement.
Insights Earned Across Industries
Every industry has its own language. But many of the hardest software problems repeat: messy workflows, disconnected systems, complex permissions, reporting gaps, and users who need better tools to do their jobs. Stratos works across healthcare, financial services, benefits, logistics, real estate, education, music technology, and other operationally complex sectors. That breadth gives us more than category familiarity. It gives us a working library of proven patterns. Clients benefit not only from what we understand about their industry, but from what we have already solved in others.
Reusable lessons. Faster decisions. Stronger software.