Temel is developing underwriting infrastructure that brings property evidence, decision rules, and human review into one auditable workflow.
Built around the realities of small-dollar, property-secured transactions.
Concept illustration. No live underwriting decision or property data.
Give acquisition partners a concise picture of the property and the homeowner’s goals, while keeping identifying details private.
Illustrative image · AI generatedFictional example for illustration. No real homeowner or property; figures and condition are not verified. The workspace demo uses separate sample cases.
A $5,000–$10,000 advance can require many of the same property checks as a much larger transaction. Temel aims to make that work more efficient.
Information may be gathered and reviewed across multiple steps and systems.
Bring information together and focus human attention where it matters.
Temel’s workflow is in development. Speed, cost savings and viability have not yet been measured or validated; funding decisions remain with the capital provider.
A modest advance can require the same property checks as a much larger transaction. Temel’s focus is making that work more consistent, traceable, and economical.
Connect intake information with valuations, mortgage records, lien evidence, and supporting documents in a structured case file.
Identify conflicting or incomplete evidence, apply provider-defined rules, and direct unresolved questions to human review.
Preserve evidence sources, review steps, exceptions, and decision rationale so providers can understand how a file progressed.
The proposed workflow connects each piece of evidence to the decision it supports—and the questions it leaves open.
Explore the intended workflow. This is a product concept, not a connected underwriting application.
More data does not always mean more certainty. Sources can be stale, disagree, or repeat the same underlying records. Temel’s proposed research asks how a system can recognize those limits and choose what to verify next.
Development stage · research proposedInvestigate ways to combine conflicting property evidence without mistaking repeated information for independent confirmation.
Test whether confidence estimates can identify material exceptions and route ambiguous cases to qualified human reviewers.
Evaluate which additional verification steps reduce decision risk relative to their cost and handling time.
Temel grew from the operating questions behind Nestridge’s small-dollar equity-participation pilot: what does a provider need to know, what does verification cost, and where does a file need a closer look?
Our initial focus is the infrastructure behind $5,000–$10,000 property-secured transactions, developed in collaboration with prospective capital providers and technical contributors.
Approximately 25 pilot investments originated
Reported exits from the pilot
Figures describe the founder’s Nestridge pilot experience. They are not transactions processed by Temel software or evidence of validated AI performance.
Real estate entrepreneur & former Parlend cofounder
We’re interested in conversations with capital providers, potential design partners, and technical collaborators.