Can the right data convince banks to lend to cannabis operators?

The NCS Thea platform acts as a bridge between cautious financial institutions and capital-starved cannabis businesses.

Published: April 7, 2026, Margaret Jackson
Originally posted: https://mjbizdaily.com/news/how-ncs-thea-is-normalizing-cannabis-loans-for-banks/615256/

A new platform promising financial institutions reliable, real-time data could be the missing link that convinces skeptical or risk-adverse lenders to offer crucial capital to cannabis businesses.

Denver-based NCS Analytics today launched NCS Thea, which provides banks and credit unions with financial and compliance information to support decisions for cash-intensive businesses, said Adam Crabtree, the company’s founder and CEO.

The company, which currently provides government and regulatory agencies with data that helps ensure cannabis businesses are compliantly tracking products from seed to sale, will announce its financial institution partners in the coming weeks.

NCS Thea acts as a bridge between cautious financial institutions and capital-starved cannabis businesses.

The platform translates data directly from government-required compliance systems into information that banks can fit into their underwriting workflows.

Bridging the gap in cannabis banking

For traditional bankers, risk assessment relies on historical financial data and operational visibility, which is often obscured in the cannabis sector.

“The product is geared toward underwriters,” Crabtree told MJBizDaily. “We’re looking at business cash flows and margins – metrics. You’d want to see on a normal business.

“If you can quantify those things, you make them comfortable with the risk.”

Crabtree, who describes himself as a “recovering banker,” founded NCS Analytics a decade ago. Drawing on his background of managing bank balance sheets, he recognized an underserved need in banking.

NCS Analytics monitors about 20,000 licenses across the country, processing more than 89 million records weekly. The company works with government agencies and financial institutions to turn massive data sets into actionable insights.

Now it’s bringing that same level of insight to the lending side of the equation.

A banker’s tool for cannabis lending confidence

Named after the Greek goddess of precious metals, who was rumored to project the future, NCS Thea is designed to help underwriters forecast risk accurately by providing data points that lenders currently cannot access elsewhere.

These include regulatory compliance status, inventory health, vendor stability, cash flow patterns, margin trends and transaction activity provided by state regulators. 

The system then generates a composite score and a detailed operational profile.

Underwriters can apply the insights at multiple stages of the credit process:

• Prescreening: Loan officers can assess a cannabis prospect’s viability before spending time collecting extensive documentation.
• Underwriting support: Credit analysts receive verified data that independently corroborates self-reported financial statements or flags discrepancies.
• Risk-based pricing: Banks can adjust their pricing models based on each borrower’s verified operational strength.
• Portfolio monitoring: Ongoing tracking provides early warnings if a business’s operations begin to deteriorate, catching issues before quarterly financial reviews.

The platform is geared specifically toward underwriters, built “for bankers, by bankers,” Crabtree said.

By analyzing cash flows, margins and standard business metrics, it quantifies risk in a way that traditional financial professionals understand.

Pricing for the platform will scale with the loan amount, treating the service as a standard business loan expense to normalize the industry in the eyes of lenders.

Providing liquidity for cannabis retailers and dispensaries

The immediate focus for NCS Thea is the retail and dispensary level, where operators are seeking loans in smaller dollar amounts, ranging from $25,000 to $250,000, Crabtree said.

The smaller loans are generally easier for cautious lenders to approve compared to long-term commercial real estate loans, and they provide liquidity for operators.

“Access to verified, auditable operational data changes the risk calculus for financial institutions evaluating cannabis lending opportunities,” Cogent Law partner Chris Van Dyck said in a statement.

“Platforms such as NCS Thea provide the kind of independent data verification that supports sound credit decisions within existing regulatory frameworks.”

A pragmatic approach to normalizing cannabis banking

While general skepticism about cannabis is common in the financial sector, Crabtree said he hopes NCS Thea will encourage more banks to offer services to cannabis operators.

The platform provides the tools to mitigate risk faster, allowing lenders to get comfortable with short-term capital deployment.

“I don’t have any delusions that this will be the magic bullet that normalizes banking, but banks will get more comfortable dipping their toe in it,” Crabtree said.

Margaret Jackson can be reached at margaret.jackson@mjbizdaily.com.