Payments leaders are feeling the squeeze of shrinking margins, price-driven churn, and rising expectations from merchants who want funding that feels as seamless as a card transaction. We sat down with Aarati Soman, Head of Product at Parafin, and Jaron Ruckman, Product Manager at NMI, to map the new playbook: embedded lending that meets merchants where they already work, backed by real-time data, AI-driven underwriting, and modular infrastructure that launches fast and scales cleanly.

We unpack how moving capital inside your existing workflows changes the relationship with your merchants. Instead of sending them to third-party portals or closed ecosystems, you present pre-underwritten offers based on sales data, bank transactions, and relevant third-party signals. Machine learning models spot revenue patterns, seasonality, refunds, disputes, and expense profiles; LLMs structure unstructured data to speed decisions. The impact is tangible: faster approvals, fairer pricing, higher eligibility for SMBs that banks often overlook, and the kind of stickiness that turns payment processing from a commodity into a growth engine.

Aarati outlines how Parafin carries the heavy lifts - capital, risk, servicing, and compliance so partners can focus on distribution and experience. Jaron shares how NMI’s API-first approach and embeddable components get partners live with offers before any deep development, with the option to integrate more tightly over time. We explore strategic positioning against Stripe and Square, why contextual placement at the point of pain drives adoption, and where product innovation is headed: fit-for-purpose capital for inventory spikes, equipment, payroll, and beyond. We close with practical advice on choosing partners - breadth of products, ease of integration, transparency, and program durability so you avoid costly rip-and-replace cycles and deliver fast funding your merchants trust.