Faster decisions start with better data: Uncovering friction in small business funding

TL;DR: Small business funding does not slow down because lenders lack appetite or expertise. It slows down because decision-making is buried under fragmented intake, inconsistent cash flow definitions and late-stage data reconciliation. Underwriting-ready cash flow analytics surface risk earlier, reduce rework and enable faster, more confident funding decisions without sacrificing credit quality.

On paper, small business funding should move quickly. In practice, deals stall because the data required to make a confident decision arrives late, arrives inconsistently or requires significant manual interpretation.

During a recent Ocrolus Live Session, David Snitkof, General Manager, SMB and Anneika “Nike” Patterson, Director of Product, SMB explored where friction actually shows up in SMB funding and what leading lenders are doing to remove it.

Their conclusion was clear: speed is not a staffing problem. It is a data problem.

Where friction really shows up in small business funding

Friction does not typically appear at the start or end of the small business funding lifecycle. It shows up in the middle, where messy intake meets judgment-heavy underwriting.

Three issues consistently slow decisions:

Industry data reinforces the stakes. Among the 25% of business owners who applied to a bank first, 49% reported being denied, an all-time high. Many of those denials stem not from borrower quality alone, but from incomplete or unclear financial data that undermines confidence.

Hidden friction weakens trust, slows funding and costs qualified deals.

Why digitizing documents alone does not solve the problem

Digitizing documents is necessary, but it is not sufficient.

Small businesses are fundamentally heterogeneous. A pizzeria, an ice cream shop, a dentist office and a construction firm all operate on different cash flow rhythms. There is no universal small business credit score that equalizes those differences.

This is why cash flow analytics-based underwriting matters, and why inconsistent data creates friction.

Simply converting PDFs into digital files does not standardize revenue, normalize expenses or distinguish recurring activity from episodic noise. Without consistent analytics, underwriters are left to interpret data rather than evaluate risk.

True speed comes from underwriting-ready data, not just digitized data.

Meeting borrowers where they are without sacrificing decision quality

One of the strongest themes from the session was flexibility at intake.

Leading lenders recognize the tradeoff between data completeness and borrower friction. Asking for everything upfront slows conversion. Asking for too little delays confidence.

Best-in-class teams offer borrowers options:

Ocrolus standardizes and normalizes both sources into a single set of cash flow analytics, so lenders receive consistent, decision-ready borrower data regardless of how it was supplied.

For direct-to-merchant channels, digital data may serve as the initial source of truth. In broker-driven channels, documents often come first, with digital verification layered in closer to funding.

This approach meets borrowers where they are while preserving underwriting integrity.

Missed the Live Session? Catch the replay here:

Reducing pre-funding risk with smarter verification

Late-stage verification is often viewed as a necessary slowdown. In practice, it can be a speed multiplier.

By lining up document-derived data and digital transaction data side-by-side, lenders can automatically scan for discrepancies instead of manually reviewing accounts line by line. This “belt and suspenders” approach reduces fraud risk while saving underwriters significant time.

The result is faster funding with fewer surprises after the money goes out the door.

Using industry context to make better decisions faster

Another source of friction is industry ambiguity. Determining what “good” looks like for a specific business is difficult without context.

Ocrolus derives detailed industry classifications and benchmarks businesses against peers using standardized cash flow metrics. Underwriters can see not just revenue and expenses, but how a business compares to others in the same industry.

This context accelerates judgment, improves consistency and strengthens confidence at both the individual and portfolio level.

Speed does not stop at funding

The session also highlighted an often-overlooked reality: many lenders make most of their money on renewals, yet rely on limited tools to manage post-funding performance.

Continuous cash flow analytics enable:

When lenders analyze transaction-level cash flow over time using the same analytics applied in underwriting, decisions after funding are just as informed as those before.

Turning hidden friction into a competitive advantage

As competition intensifies in small business lending, speed and consistency are becoming big differentiators.

Lenders that remove hidden data friction gain more than efficiency. They gain trust, clarity and confidence across brokers, borrowers and internal teams.

Faster decisions start earlier, with better data.

To learn more about how Encore, powered by Ocrolus supports underwriting-ready cash flow analytics for small business funding, schedule a demo today.

Key takeaways

• Funding delays are driven by data friction, not borrower risk
• Digitized documents alone do not produce underwriting-ready insights
• Standardized cash flow analytics reduce rework and late-stage surprises
• Industry context and benchmarking accelerate confident decisions
• Continuous cash flow analysis improves renewals and portfolio performance