Equipment‑finance snapshot
Recent market posts show equipment finance activity with 78% approval rates, just 2% delinquency, and $11.6B in volume for January 2026 — and claim AI underwriting lifts approvals by 18–32% via real‑time cash‑flow analysis. Those figures suggest lenders using real‑time analytics are materially widening approval funnels while keeping delinquencies low. (x.com)
ELFA’s CapEx Finance Index characterized January as the strongest monthly reading in the survey’s 20‑year history, with small‑ticket volume rising to $5.3B and OEM finance activity cited as the primary driver. (equipmentfinancenews.com) The CFI is drawn from a 25‑company respondent group that explicitly includes bank and captive finance units such as Bank of America and the financing arms of Caterpillar and Dell, concentrating the index on institutional origination patterns. (marketscreener.com) Multiple industry vendors and analysts report that adding AI or cash‑flow analytics can lift approvals in the high‑teens to low‑30s; a market writeup cites user reports of 18–32% approval increases while Zest AI’s product literature cites typical approval uplifts near 30% alongside risk reductions. (scnsoft.com) Platform partnerships that stitch real‑time bank‑transaction attributes into decision engines are live in the market — for example, Prism Data’s CashScore attributes embedded into Taktile’s AI decisioning aim to feed automated credit policies with transaction‑level signals. (taktile.com) Document‑automation and cash‑flow specialists such as Ocrolus, Pave and Uptiq are marketing turnkey pipelines that convert bank statements and transactional feeds into underwriting features to accelerate decisions and expand the funnel for SMB and equipment originations. (ocrolus.com) Third‑party performance trackers for equipment‑backed ABS show portfolio performance largely stable, with KBRA noting only a 3‑basis‑point month‑over‑month uptick in 60+‑day delinquencies while headline net‑loss metrics improved roughly 19 basis points year‑over‑year. (kbra.com) Vendors and consultancies are foregrounding model governance and fair‑lending controls as a condition for scale; Zest promotes adversarial debiasing and managed model review, and consultancies like Kin Analytics publish playbooks claiming ~30% approval lifts and ~20% default reductions when AI underwriting is paired with governance. (zest.ai)
