According to a recent LinkedIn post from Heron Data, the company is highlighting a case study describing how RTMI Capital uses its technology to streamline underwriting workflows. The post points to a reduction in underwriting time per deal from 29 minutes to 5 minutes, alongside reported weekly time savings of 20–30 hours for RTMI’s underwriting team.
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The company’s LinkedIn post suggests this efficiency gain has enabled RTMI Capital to scale U.S. operations from handling about 10 applications per day to hundreds per week without adding headcount. For investors, the described impact indicates potential value for lenders seeking to automate underwriting in alternative lending and merchant cash advance segments, which could support Heron Data’s customer acquisition and pricing power if similar results are replicated broadly.
The emphasis on scaling without new hires may appeal to financial institutions facing margin pressure and staffing constraints. If Heron Data’s tools can consistently deliver such productivity improvements, the company could strengthen its competitive position in fintech infrastructure, potentially accelerating revenue growth through larger contracts or expansion into additional underwriting use cases.