AI moving into workflows

Artificial intelligence is moving from chat windows into the software that runs loans, support desks, and back-office work at small and midsize businesses. (dynamicbusiness.com) Dynamic Business reported on April 20 that Nvidia’s data center and artificial-intelligence revenue rose from $14.6 billion in 2022 to $167.9 billion in 2025, while Amazon’s comparable revenue grew from $80.1 billion to $128.7 billion and Alphabet’s from $26.3 billion to $58.7 billion. Those cloud and chip platforms now sit underneath products sold to smaller firms through Google Workspace, Microsoft 365, and Amazon Web Services-backed services. (dynamicbusiness.com) The practical shift is from assistants that answer questions to systems that complete steps inside a workflow. Multimodal said in a March 17 lending playbook that banks, mortgage lenders, and credit unions are using artificial intelligence for document triage, credit decisioning, fraud detection, and faster loan approvals inside production operations. (multimodal.dev) Loan origination is the clearest example because it is already a chain of repetitive checks. Multimodal’s loan-origination workflow describes automated document classification, data extraction from bank statements and tax returns, income and identity verification, fraud flags, and decision recommendations with a rationale attached for officers to approve or escalate. (multimodal.dev) That is pushing lenders toward systems that can explain themselves, not just score applicants. Multimodal wrote on April 15 that lenders using artificial intelligence in credit decisions face the same Equal Credit Opportunity Act and Fair Housing Act duties as human underwriters, including giving specific reasons for adverse actions and maintaining auditable decision trails. (multimodal.dev) The same pattern is showing up in customer support, where outsourcers are selling artificial intelligence as operating software rather than a pilot project. Outsource Accelerator reported on January 29 that business process outsourcing providers are positioning themselves as partners that use voice analytics, sentiment analysis, and large language models to surface answers in real time while keeping human agents in the loop. (news.outsourceaccelerator.com) Multimodal is pitching that model directly to financial firms. Its site says its AgentFlow platform is built for finance and insurance workflows including loan origination, know-your-business and know-your-customer checks, payments, and customer service, and says it is designed to produce “examination-ready output” for regulated teams. (multimodal.dev) For smaller companies, the new artificial intelligence layer is arriving through familiar vendors rather than stand-alone labs. The underlying spend still sits with chipmakers, cloud providers, networking firms, and data center suppliers, but the visible change is that everyday business software is starting to sort documents, chase missing information, and draft decisions on its own. (dynamicbusiness.com) The next test is whether these tools can hold up under audits, regulators, and customer complaints. In lending and support alike, the products gaining ground are the ones that promise speed with a paper trail. (multimodal.dev)