Method | Redchip Ventures

How a report is structured

Every report follows the same eight parts, so a reader always knows where the facts end and the judgment begins.

The question. Stated the way an owner would ask it. "Plant is full. Now what?" not "Regional Industrial Market Overview."
The short answer. The general answer, up front, with the conditions that change it. If you read nothing else, read this.
What the numbers say. Brief, sourced, and dated. The numbers set the floor. They rarely settle the question.
What decides it. Power, water, roads, incentives, zoning, capital, and competing supply. Usually the longest section, because it is where projects succeed or stall.
How to work through it. The steps, in order, written separately for someone running a business and someone who owns land.
What if we're wrong? The same decision tested against different futures: sales grow, sales stay flat, the key customer leaves, you need to sell in five years.
What does waiting cost? Acting has risks. So does waiting. Every report prices both: the capacity you didn't add, the customer you couldn't take, the deadline you missed.
Your version of this question. What the report can't answer without your specifics: the parcel, the headcount, the power load, the timeline.

Parts three and four are evidence. Parts five through seven are judgment, labeled as such and signed by the author.

Guides and reports

Guides answer the general question behind a decision. They lean on parts four through eight, carry few numbers, and are reviewed once a year. Anything likely to change, such as a tax rule or a loan limit, sits in a dated box of current rules rather than in the body.

Reports apply the framework to one place, sector, or rule. They use all eight parts, carry a "data current through" date, and keep a revision history. Full editions are sold for reports, not guides.

From question to report

Scope. Each report starts with a written brief: the question as people ask it, who is asking, what they will decide, and the sub-questions the report must answer. Hypotheses are written down as hypotheses, so the evidence can overturn them.

Source pass. We work through filings, government datasets, public records, planning documents, utility plans, and dated reporting. Then we talk to people: operators, brokers, engineers, utility and economic development staff, and others with direct knowledge. The documents say what happened. The conversations often explain why, and which documents to ask for next. Every material claim that survives goes into a ledger with the figure, source, link, date, and source strength.

Verification. Each ledger entry is checked against the document itself and marked verified, rejected, or in need of better data. Local and industry knowledge is added here, and labeled as such.

Draft. Verified facts form the draft. Estimates, calculations, inferences, and judgment appear only when identified as such.

Final check. Before publication, every material figure is checked again against its source. The review looks for transcription errors, unsupported conclusions, missing context, and language stronger than the evidence.

Source strength

Every source is labeled so readers can weigh it.

Label	What it means
Primary	The original document: a filing, contract, ordinance, permit, deed, minutes, or official announcement.
Government data	Statistical releases such as Census, BLS, or state economic data.
Press	Dated reporting from a named outlet. Useful, and checked against primary sources where possible.
Listing	Asking rents and advertised space. Asking rent is not achieved rent.
Interview	First-hand accounts from people with direct knowledge, named or described by role with their permission. Used for context and judgment, and checked against documents wherever a document exists.
Secondary	Summaries, profiles, and compilations. Used for leads, rarely for conclusions.

Two distinctions come up often. An announced investment is not a completed investment. A projection is someone's forecast, not a fact about the future.

How AI is and is not used

Our own system. Redchip research runs on an AI research system we built and operate, not a consumer chatbot. It works through filings, records, and datasets over many steps, compares them against each other, and places material claims in the source ledger. The research behind a single piece has so far taken roughly ten hours of AI compute.

AI is used to search widely, organize documents, compare sources, find patterns, and test assumptions. It does not replace the conversations, and it does not form the view.

AI is not used as a source. A figure found by AI is a lead until the underlying document confirms it, and that check is done by hand. Every published conclusion is a person's conclusion.

Gaps, corrections, and disclosure

Gaps. Some markets have no reliable public data on vacancy, rents, or absorption. When that is the case, reports say so and explain what was used instead.

Corrections. When we find a material error, or someone shows us one, we correct the report and note the change and its date at the end of it. Some questions cannot be settled from outside the parties involved. Where that is true, the report describes what the evidence does and does not establish rather than picking a number.

Disclosure. Redchip Ventures LLC provides advisory services under the Arkvera Grove Partners trade name, and its founder is a partner in Vanguard Industrial Partners, a design-build developer. Arkvera may be engaged on decisions like the ones Redchip writes about, and Vanguard may develop projects in markets Redchip covers. Where Redchip, an affiliate, or the author has a direct interest in a report's subject, the report says so. Reports by partners and guest writers carry the same disclosure.

Independence. Paid work does not change published research. A Market Watch status, a conclusion, or a place in a report cannot be bought from Redchip, Arkvera, or Vanguard. When a report covers a community or organization that is an Arkvera client, or was one in the past year, the report says so.