AI is changing how mortgage software is packaged, priced, and governed as lenders seek automation to manage cyclical volumes and tight margins. Core platforms like ICE Mortgage Technology’s Encompass and MeridianLink Mortgage remain central, while tools from Blend Labs, nCino’s SimpleNexus, Ocrolus, Plaid, and Truework add AI driven workflows for documents and verification. Vendors are shifting from seat based and flat per loan pricing to usage based tiers with credits, seasonal ramps, and price floors that reflect model inference costs. Lenders push for per funded loan alignment and require audit trails, fair lending controls, and explainability under ECOA and CFPB oversight. Contracts now emphasize SOC 2 reports, GLBA Safeguards, data processing limits, and options to keep borrower data in private clouds. Go to market motions include embedded AI in core systems and co selling via cloud marketplaces with multi year agreements that pair base fees with consumption buckets.

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