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Notes from the rail
Mechanisms, data, and lessons from running SME credit decisioning in production.
DATA & SIGNALSSettlement-Linked Repayment: The Three Ways It Breaks and How to Tell Them ApartOne POS merchant advance followed through a slow season, a diversion of volume to another terminal or to cash, and a merchant who leaves the platform, with the capture ratio that separates the first two and the controls to set before launch.Oct 2026 · 7 minCREDIT & SCORINGSME Loan Turnaround Time: What the 15-Day Clock Does Not CountSBP gives banks 15 working days to decide an SME credit application, but the clock only starts once the file is complete. A five-stage map of where SME loan turnaround time actually goes, and the date pair to record for each stage.Sep 2026 · 5 minAI AGENTSAI Credit Memo Generation: The Provenance Table That Makes the Output AuditableA nine-section credit memo provenance table: the source each figure must cite, the validation gate that must pass before the line is written, and who signs it, so any memo line can be reconstructed six months later without reopening the raw file.Sep 2026 · 6 minDATA & SIGNALSEarly Warning Signals in SME Credit: The Threshold Table That Turns Data Into an AlertFour transaction signals that precede SME default, the specific numeric threshold that should convert each one into an alert, and the lead time each one buys before a missed payment.Aug 2026 · 5 minCREDIT & SCORINGWhat Goes Wrong When Banks Automate SME Loan OriginationAutomating SME loan origination fails for reasons that are predictable in advance: undocumented data assumptions, credit policy that lives in people's heads, and human review placed at the wrong point in the workflow.Aug 2026 · 6 minAI AGENTSWhat AI-Powered SME Borrower Onboarding Should DeliverAI agent borrower onboarding is more than document extraction. What the intake-to-underwriting pipeline has to capture, validate, and hand over before a credit officer opens the file.Aug 2026 · 6 minAI AGENTSAgentic AI for Credit Memo Generation: Beyond the DraftMost teams buying AI for credit memos are buying a drafting tool and expecting an agent. The difference is what the system does when a check fails.Aug 2026 · 6 minAI AGENTSHow AI Agents Turn SME Documents Into Credit MemosWhy SME credit approvals take 30 to 40 days, and how a document agent that builds the credit memo from source data instead of an amended template removes the back-and-forth.Jun 2026 · 6 minORCHESTRATIONHow to Compare Multi-Lender Orchestration PlatformsWhat multi-lender underwriting orchestration actually does, and six questions with a pass or fail test for each that separate a real orchestration layer from a loan origination system with a routing tab.Jun 2026 · 6 minDATA & SIGNALSHow multi-source data analysis cuts SME credit decisions from days to hoursThe mechanism behind DocuMind: parsing, confidence scoring, and the signals that actually predict repayment.Jun 2026 · 3 min