Speed only matters when the package holds up.
Seaport was already built around speed and funder trust. Its team needed to deliver tailored submissions quickly, while making sure the analysis behind each package was complete enough for a funding partner to act on.
A typical submission included three to twelve months of bank statements, a loan application, and current-month transaction history. Analysts then had to identify revenue, average daily balance, negative days, existing positions, and the other signals that shaped the deal.
That process took more than fifteen minutes of hands-on review per submission, according to the case-study material. As volume grew, document analysis threatened to become the constraint on the rest of the operation.
Extraction alone did not solve the problem.
Seaport experimented with commercially available AI models to extract data points from statements. The tools could pull information, but the team found that the outputs were inconsistent between tests—even when the input was the same.
That left the reviewer with another job: checking whether the starting point could be trusted. The team needed more than a collection of extracted fields. It needed a consistent way to interpret the submission and prepare the next step.
With Pathway, the starting point changed. Instead of beginning every review with raw documents, the team could begin with structured outputs and spend its attention on the exceptions, the context, and the decision.
“LendPathway isn’t a convenience, it’s a core part of how we operate. Funders take your deals more seriously when they know the analysis behind the package is thorough and accurate.”
Jacob Wade
Seaport Funding
One review standard across the desk.
The workflow brought deposits, withdrawals, revenue, daily balances, NSF activity, and debt positions into a shared structure. Reviewers could follow the same sequence without rebuilding their analysis in a different format each time.
That consistency carried through to the package. Screening rules, pricing sheets, and shareable reports gave the team a common way to move from the book to a funder-facing submission.
For Seaport, the product was the full workflow: document review, structured analysis, and a package that another person could understand. It made the work easier to hand off and reduced dependence on one person knowing where every detail was hidden.
Less back-and-forth. More room to grow.
The supplied case study puts hands-on review at under five minutes, down from more than fifteen. At more than three hundred submissions a month, the change created room for the team to handle additional volume without expanding a dedicated manual-analysis function.
Cleaner packages also changed the conversation with funders. A structured submission made it easier to understand the business and reduced the back-and-forth needed to reach an accurate offer.
That is why Jacob describes Pathway as a core part of how Seaport operates. The value extends beyond time saved on a document: a repeatable process supports the reputation the team is building with every submission.