SAMPLE AUDIT

Uncle Ott’s horseradish clears a sinus at ten feet. The records show what the office keeps missing.

These five fictional examples show the method. In a real Audit, you give VNMSFX the quick version of how the business sells and how work moves through the team. VNMSFX asks the questions, maps one important process and follows it from start to finish. The Audit shows what is slipping, what the records cannot answer or that nothing real was found. If there is a useful system worth building, it also shows how SIGHT would handle that process.

A jar of Uncle Ott’s Horseradish surrounded by horseradish roots and shavings, photographed in the style of a food brand’s own advertising.
The picture the brand sells

Uncle Ott’s is invented for this demonstration, and so is every record below it. Food brands have always sold a picture. The Audit that follows reads what a picture like this one actually did.

The story

Uncle Ott’s is two siblings, their grandfather’s recipe, 41 grocery doors, one distributor, a webshop and 214 Root Club members.

The product wins awards. The office is a laptop beside the grating room, 4,000 unread emails and a distributor binder that lives in the delivery van.

The recipe has never missed. The follow-through misses plenty.

The siblings do not arrive with a diagnosis. They only know the business still depends on them noticing, chasing and connecting the dots. VNMSFX follows the records to find where one process is breaking—or to show that nothing real was found.

Wholesale

A reliable account crossed its normal order window. No follow-up was recorded.

Direct orders

Eleven paid orders had no matching record in the warehouse queue.

Buyer sales

Twelve real buyer conversations were missing an owner, a next date or both.

Deductions

Three signed receipts contradict the shortage claim. The review deadline is closing.

The Root Club

Nine members lapsed after failed card payments. Five had no follow-up message recorded.

These are five separate examples, not one Audit scope. Each shows the same pattern: the team could fix the issue once it became visible, but nobody was consistently watching the tools where the evidence lived. A real Audit follows one process from start to finish.

EXAMPLE 01Wholesale · quiet account

Flagged · exception

The grocer reordered every three weeks for two years. Then it didn’t.

9 WEEKSof silence from a clockwork account

34 orders on rhythm, then the gap. Every check the Audit runs looks like this: most of the population is fine, and the work is finding the one that isn’t.

What the records show

The account placed 34 consecutive orders, normally 19 to 24 days apart. Nine weeks have passed without another order, and no follow-up is recorded. The account still says active.

What the records do not show

The order history does not explain why the account stopped. A buyer change is possible, but it is not proved by these records.

Records checked

Wholesale order history · prior 24 months
Account record and contact log · through the last date included in the Audit

Why it needs attention

The team can check in once somebody spots it. The deeper problem is that nothing was watching for a reliable account that suddenly broke its normal ordering pattern.

How SIGHT would handle it

The system would compare each account with its own ordering pattern and put the account in front of the owner when it crosses the agreed quiet-account rule. It would show the last order, prior history, account owner and a drafted check-in.

EXAMPLE 02Direct orders · fulfillment

Eleven customers paid. No matching order appears in the warehouse queue.

11 PAID ORDERSmissing from the warehouse queue
What the records show

Shopify shows 11 paid orders during the six-day review window. The warehouse queue has no matching record for any of them. No cancellation, refund or hold is recorded.

What the records do not show

The records do not prove why the handoff failed or whether someone shipped an order outside the agreed systems. They prove that 11 paid orders have no matching warehouse record.

Records checked

Shopify paid-order export · six-day window
Warehouse order queue · same six days
Refund and cancellation log · same orders

Why it needs attention

Fixing one order is easy once somebody finds it. The larger problem is that a paid order can disappear between the store and warehouse without anybody seeing the broken handoff.

How SIGHT would handle it

The system would compare each paid order with the warehouse queue and show the right person when the matching order is missing. It would include the order, payment and last confirmed step.

EXAMPLE 03Buyer sales · follow-through

Twelve real buyer conversations were missing an owner, a next date or both.

12 OPEN LEADSmissing an owner, dated next step or both
What the records show

Trade-show notes, sample shipments and email threads show 12 buyers who asked for samples, pricing or another conversation. None has both a named owner and a dated next step in the shared pipeline.

What the records do not show

The records do not prove any buyer would have placed an order. They prove that real buyer interest existed and no shared system owned what happened next.

Records checked

Trade-show lead sheet · prior 90 days
Sample shipment log · same buyers
Sales inbox and shared pipeline · through the Audit cutoff

Why it needs attention

Sending one follow-up is easy. The larger problem is that real buyer conversations can sit across inboxes, notes and spreadsheets with no owner or date.

How SIGHT would handle it

The system would look for buyer inquiries, samples, quotes and introductions with no named owner or next date. Anything missing or overdue would go into one review list with the last activity and proposed next step.

EXAMPLE 04Wholesale · deductions

The distributor deducted for short cases. The proof was in three places.

9 DAYSuntil the first dispute deadline closes
What the records show

The distributor claimed 17 short cases across four shipments. Signed delivery receipts show full counts on three of those shipments. The earliest dispute deadline closes in nine days.

What the records do not show

The signed receipts give the team a reason to review three of the distributor’s claims before the deadline. That does not mean the distributor will reverse them or that the money is recovered.

Records checked

Distributor deduction statements · four purchase orders
Warehouse pick records · four shipments
Signed delivery receipts · four shipments
Distributor dispute terms · 90-day window

Why it needs attention

Challenging one deduction is not the system. The problem is that the proof and deadline live in separate places, so the chance to challenge it can expire before anyone assembles the records.

How SIGHT would handle it

The system would compare each deduction with its deadline, gather the matching purchase order, warehouse record and delivery receipt and put one evidence package in front of the siblings. They would decide whether to challenge it.

EXAMPLE 05The Root Club · failed payments

Nine members had no recorded cancellation. Five had no follow-up message recorded after the failed payment.

9 MEMBERSlapsed after failed card payments
What the records show

Nine members moved from active to lapsed after a failed card payment. No cancellation request is recorded. None has a successful charge afterward, and five have no follow-up message recorded.

What the records do not show

The records do not prove all nine would have stayed. They show that the failed payment came before the lapse and the recovery steps did not finish.

Records checked

Subscription status and failed-payment log
Retry history
Customer message log

Why it needs attention

Fixing one failed payment is easy once somebody sees it. The larger problem is that the retry and follow-up can stop without anyone knowing until the member is gone.

How SIGHT would handle it

The system would show each failed charge, retry status, message status and next approved step. It would put the account in front of the right person before it lapses. Your team would handle the customer.

What the Audit gives you.

What happened

The step that was missed, late, stuck or left without an owner.

What proves it

The records and dates showing exactly why it needs attention.

What happens next

The item your team should review now and who should own the decision.

The Build VNMSFX recommends

If the records support a useful Build, exactly how SIGHT would be built around that process and what it would do.

The Audit shows whether—and where—one process is breaking. The Build creates SIGHT to keep watching it.

The Audit

You give VNMSFX the quick version of how the business sells and how work moves through the team. VNMSFX asks the questions, maps one important process and compares how the work should move with what the records show actually happened. You approve the boundaries; you do not design the Audit. The Audit does not install or operate an ongoing system, change source records or send customer or vendor messages.

If the completed Audit finds nothing real, you keep the report and get the full $2,500 back. A hunch, an inaccessible file or a maybe does not count. A missing required record counts only if the plan says where it should exist and every agreed place is checked.

The Build

If the completed, paid Audit supports a useful Build and you continue, VNMSFX builds SIGHT—one client-owned AI system for that process. Your team uses it through the company AI account named in the Build Plan, such as Claude Team or ChatGPT Business. Client records never go into a personal AI account. When something needs attention, SIGHT puts it in front of the right person with the records behind it.

Your team decides what to send, change, challenge or follow up on.

VNMSFX writes the proposed scope for one process. You approve the process, records and dates before payment.

You do not need to know where the problem is.

If an important order, account, payment or buyer follow-up becomes a fire before anyone sees it, the issue is bigger than one mistake. Your business is still depending on you to catch the gap.

Give me the quick version of how you sell and how work moves through the team. I will ask the questions, choose the process worth tracing and tell you whether it is worth auditing.

No files, passwords or private data needed for the call.

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