Question 1

What is BullNet?

Accepted Answer

BullNet is private commercial real estate (CRE) intelligence infrastructure. It designs, builds, deploys and evaluates specialized AI systems for family offices, private capital and industrial property owners. Those systems combine private AI agents, local model inference on founder-operated bare-metal compute, domain-specific datasets and deterministic evaluation of results.

Question 2

Who does BullNet serve?

Accepted Answer

BullNet serves family offices and private capital groups that invest in commercial real estate. It also works with industrial asset owners, logistics and cold storage operators, CRE investment firms and asset managers. It is built for principals, CIOs, CFOs, investment committee members and operating teams. It is not a product for retail investors.

Question 3

Is BullNet a commercial real estate brokerage?

Accepted Answer

No. BullNet does not list, market or sell property. It is also not a fund, a securities placement agent or an investment adviser. BullNet provides analytical infrastructure and decision support, and clients keep authority over their information and their decisions.

Question 4

How is BullNet different from ChatGPT or another general AI assistant?

Accepted Answer

A general assistant is one shared model that answers any question. BullNet builds a system for one client and one mandate. Its agents work under written mandates, only on data the client has authorized, in an environment the client approves. Numeric outputs are recomputed by deterministic tests, and judgment calls go to a qualified person.

Question 5

Where does confidential data go when a family office works with BullNet?

Accepted Answer

That is agreed in writing for each engagement. A BullNet Node can run in the client’s office, in a client-controlled environment, on dedicated private infrastructure, or on bare-metal hardware BullNet operates under a written custody and processing model. Not every deployment is offline, and connectivity is part of what is agreed.

Question 6

What is a Flight Sheet?

Accepted Answer

A Flight Sheet is BullNet’s standard work specification and evidence package. Before work starts it fixes the objective, scope, permitted data, required calculations, tests and human review points. When work ends it holds the inputs, source versions, validation outcomes, exceptions and reviewer decisions.

Question 7

How does BullNet check that an AI answer is correct?

Accepted Answer

BullNet never treats model confidence as proof. Its evaluation layer, called Defendable, recomputes calculations independently, reconciles claims against source documents and routes judgment calls to a person. Every claim gets one of five statuses: mathematically verified, evidence supported, inconclusive, failed, or requires human review.

Question 8

What kinds of commercial real estate work does BullNet support?

Accepted Answer

BullNet has five practice areas: industrial, cold chain, logistics and last mile, capital markets, and family office systems. Typical work includes acquisition underwriting, lease abstraction, cap-rate and discounted cash flow analysis, debt and equity sensitivities, due diligence support and investment committee preparation.

Question 9

Does BullNet use blockchain or sell tokens?

Accepted Answer

BullNet does not sell tokens or tokenized investments. It is exploring ENS names as optional public identity anchors for devices and agents, used for authentication only. ENS is not an access-control system, and client transaction details are never written to a public chain.

Question 10

How do I start working with BullNet?

Accepted Answer

Start with a Flight Sheet request on bullnet.ai, or email build@bullnet.ai or call 561.532.7120. Describe the problem in general terms. Confidential documents are exchanged only after an agreement and an approved channel are in place.

Does it pencil?

Zero cash flow deal