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    LogicalFlo and Cogent Law — What Cannabis Operators Actually Need Before a Lender Will Listen

    What Cannabis Operators Actually Need Before a Lender Will Listen

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    Between us we have built a licensed cannabis business from the ground up, run the operations inside one, and sat on the regulator's side of the table while this industry's banking rules were written. We come at this from three directions and land in the same place. The operators who make it through this period will not be the ones with the best flower. They will be the ones who can prove how they run.

    Capital access in cannabis gets discussed as a policy problem waiting on Washington. Some of it is. But much of what stands between an operator and affordable money is internal, and fixable now, without permission from anyone.

    Here is what that actually takes.

    Uncertainty Is Now the Permanent Condition

    Anyone who enters cannabis has to accept how hard it is to predict what happens next, and that uncertainty is itself a source of pressure. Rescheduling is underway. By order, a state-licensed medical operator now sits in Schedule 3 and is no longer subject to 280E on its face. That does not extend to the recreational side, and nobody knows if it will.

    Meanwhile operators sign contracts, build a chart of accounts, and model against an answer that does not exist yet. Most know the term 280E and expect compliance costs. Where it breaks down is the modeling, which often does not account for 280E correctly. Add an infused hemp market competing from a largely unregulated position and the pressure compounds. We are not making predictions. We have been wrong before.

    Policies do not execute themselves. Readiness takes people, systems, and controls with escalation paths that reach a named decision maker, long before financing enters the conversation. What an underwriter buys is predictability and stability held over time, including over the hurdles and the things that did not go right.

    Keisha J. Williams, Founder & Chief Architect of LogicalFlo
    The legal authority is one thing. Financial readiness is a different picture. It is not whether you opened yesterday. It is how long you have been operating in a way an outside party can see, and whether that is written down and durable rather than word of mouth.
    Keisha J. Williams, Founder & Chief Architect, LogicalFlo

    Most institutions want three years of financials, audited where possible. When the April order moved medical operators out of 280E, we expected banks to move faster than they have. They have not, because the constraint was never only the tax code. It is the absence of a record that can be read.

    In an Asset-Light Industry, the Books Are the Collateral

    The asset-light model took hold largely because 280E denies deductions for depreciation and similar items, which constrains what an operator can justify owning. That choice makes sense on the tax side and arrives at the bank as a problem. Where there are no hard assets, the books are the only thing left to underwrite.

    Suehiko Ono, Partner at Cogent Law
    If you do not have the books, the accounting, and the history in systems, there is no asset and no other collateral. You hit a roadblock. Without that informational infrastructure, reaching the financing that is starting to open up is close to impossible.
    Suehiko Ono, Partner, Cogent Law

    Where the State Can Move, and Has Not Yet

    There is a mechanism sitting unused. New York's cannabis law and finance law, read together, allow a fund financed out of cannabis taxes and license proceeds, with authority broad enough to lend at no interest. A footnote in the state's social and economic equity plan raised the concept of a loan loss reserve, and it deserves to be built.

    It matters most for social equity applicants, who are often required to keep a certain level of equity and control and therefore cannot solve the problem with outside capital. A reserve that protects a lender's principal turns a borrower the bank would decline into one it can approve. New York already applies this structure elsewhere, and the earlier attempt at direct state financing failed on administration, not concept. From an underwriting seat, that is real comfort.

    Margin Discipline Is the Differentiation

    Grow it and they will come is not a strategy. Massachusetts is posting near-record sales, roughly $1.65 billion, alongside falling retail prices, and that compression is not solved by growing more or selling more. It is solved by another lever inside the operation. Retail is finicky, seasonal, and different down to the zip code, and shelf space is prime in all of them.

    The levers are margin discipline and inventory management. Cash tied up in inventory while vendors wait creates friction and transaction cost that lands straight in the P&L, and a reputation for paying on time is worth more than most operators think. An ERP that ties inventory, cost accounting, and reporting together tells you which products to lean into and which to retire. At manufacturing scale this is closer to consumer packaged goods than many will admit: high volume, thin margins. Without visibility into them you are flying blind. AI does not replace that judgment. It scales it, and brings its cost down to the operator's level.

    Compliance Is Cheaper at the Front End

    In cannabis, compliance is everyone's job. The documentation side, whether GMP or state regulation, gets treated as secondary to operational culture, and that mismatch is where cost accumulates. Current SOPs, real training, and records that match how work actually happens are an upfront investment, hard to make when the alternative is ship now and worry later. Non-compliance always costs more.

    Chris Van Dyck, Partner at Cogent Law
    I have always been a fan of carrots for compliance. When a financial institution decides to start lending, the first people it offers financing to are the ones who were transparent, forthcoming, and on time with everything compliance asked them for.
    Chris Van Dyck, Partner, Cogent Law

    The workforce side is the same. Cross-trained pods with named roles let an operator expand or contract without hiring and firing, and a continuity plan reads to an underwriter as clearly as the numbers. Be your own worst critic and catch the gap before the examiner does, because examiners want to see that you caught it first. It is expensive to be reactive.

    The Bottom Line

    No one is handing this industry a clean federal answer soon. The 2014 FinCEN guidance is still the bedrock twelve years on, federal treatment of THC remains a mess, and the recent movement has made some institutions more cautious rather than less.

    What is available now is the part operators control: tight books, clean inventory, decisions that leave a record. Build the evidence before you need the money.

    About the Authors

    Keisha J. Williams, Founder & Chief Architect of LogicalFlo

    Keisha J. Williams

    Founder & Chief Architect, LogicalFlo

    Keisha J. Williams is the Founder and Chief Architect of LogicalFlo, where she builds AI-governed workforce infrastructure designed to turn human potential into production proof. Her work sits at the intersection of workforce development, cloud architecture, governance, and human accountability. Through LogicalFlo's Lattice Production model and Decision Custody™ framework, she addresses how to preserve human authority, evidence, and accountability when automation enters high-stakes workflows. Before founding LogicalFlo, Keisha spent more than two decades across HR leadership, federal operations, enterprise systems, talent infrastructure, and workforce transformation.

    Suehiko Ono, Partner at Cogent Law

    Suehiko Ono

    Partner, Cogent Law

    Suehiko Ono is a business-focused attorney and executive advisor with deep experience in cannabis and other highly regulated industries. As Founder and former CEO of EOS Farms, he built a regulated cannabis business from the ground up, raising equity financing, managing compliance and licensing, and leading operations through a shifting regulatory environment. He later served as General Manager and Legal Director for a New York adult-use cannabis cultivator and processor, overseeing operations, commercial negotiations, and multi-brand partnerships. Before entering cannabis, Suehiko began his legal career at Winston & Strawn LLP, advising on tax, partnership, and private equity transactions.

    Chris Van Dyck, Partner at Cogent Law

    Chris Van Dyck

    Partner, Cogent Law

    Chris Van Dyck has been involved in cannabis banking for more than a decade, first as a financial regulatory attorney and then as General Counsel, Chief Risk Officer, and BSA Officer at a financial institution. He was present at the rollout of the 2014 FinCEN guidance and spent a decade building and scaling a cannabis banking program that became a significant institutional revenue source. Today, he advises financial institutions and cannabis operators across the country on regulatory readiness, policy design, lending covenants, and the structural requirements that make banking relationships durable.

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