Built in
Honolulu.
For owners
and their
counterparties.
Operator AI LLC keeps verified financial records so surety agents, lenders, and M&A buyers trust the numbers. Transactions close faster. No document binders. No stale PDFs.
Operator (operator.fyi) is a financial record verification layer for local businesses. Every figure traces to its source document via a hash-chained provenance ledger. Counterparties query the records directly. Owners pay only when a transaction closes.
Why Operator exists.
Local business owners are creditworthy. Their books just do not say so in a language counterparties trust.
A contractor with $3M in backlog goes to renew a surety bond. The agent asks for a financial binder. The owner calls the CPA. The CPA digs up last year's statements. Two weeks pass. The bond is delayed. The job might not start on time.
The numbers were fine. The problem was the presentation. The binder was a snapshot taken once a year by someone who had not seen the business in six months. The surety agent had no way to verify it was current.
Operator keeps those same numbers verified and current every day. Working capital, net worth, DSCR, WIP schedule, collateral coverage. Each figure traces to its source document. When the surety agent needs to verify, they query directly. The binder is replaced by a token. The two-week delay becomes a same-day answer.
Our first pilot is a commercial HVAC contractor in Kapolei, Hawaii. The owner had been assembling renewal binders manually for years. After Operator, the surety agent queries live financials. The renewal process is faster. The owner spends that time on jobs, not paperwork.
The same model applies to lenders evaluating DSCR and to buyers verifying adjusted EBITDA before an acquisition. Verified records close deals. Operator builds the verified record.
Six rules we will not break.
No venture capital. Ever.
Operator AI LLC will never take a priced round from a VC. VCs need 10x returns, which means selling to one acquirer at 100x rather than serving 100,000 owners at 1x. The small business owner loses every time. We stay independent so our incentives stay aligned with yours.
You only pay when you win.
No monthly subscription until a transaction closes. Operator charges a percentage of the incremental value unlocked: 1-2% of additional bonding capacity, 25-50 basis points on a funded loan, 1% capped on an acquisition. If the deal falls through, you owe nothing.
Every figure traces to its source.
Working capital, DSCR, net worth: every number is hash-chained to its source document. Counterparties can verify provenance without requesting the underlying files. No number is reported without a source. No source is accepted without a hash.
No hiring until the model is proven.
One founder. Agents handle the rest. When the model works at scale, we will hire. Fewer people means faster decisions, lower overhead, and lower prices. We do not staff up to look credible. We stay lean because it works.
Your data stays yours.
One tap to cancel. One click to export everything. Your financial data is never used to train a third-party model. Your records are not held hostage. Leaving Operator is easy by design, because staying should be a choice, not a lock-in.
Built in Honolulu, proven in Hawaii.
Hawaii is one of the hardest small business markets in the country: small population, extreme seasonality, supply chains that cost double. If a tool works here, it works anywhere. Our first bonding pilot is a commercial HVAC contractor in Kapolei, HI. Real client. Real results. Real numbers.
One founder.
Honolulu, Hawaii.
Operator was built from a desk in Honolulu. Before this, the founder built Vinovest, a wine and whiskey investment platform that grew to roughly $100M in assets under management. StartEngine acquired Vinovest in March 2026.
Operator exists because owners get turned down or delayed on bonds and loans not because their business is weak, but because no one trusted the numbers fast enough. The CPA binder is a bottleneck that does not need to exist.
The provenance layer was built first. Every figure Operator reports traces to an ingested document. The hash is public. The source is named. When a surety agent or lender questions a number, the answer is one query, not one phone call.
If you are a business owner approaching a bond renewal, a loan application, or a sale, Operator wants to know what you actually need. Every feature started with a specific problem someone emailed in.
brent@operator.fyiOperator AI LLC
See what counterparties see.
Connect your financials and your verified record is ready in minutes. No cost until a transaction closes.