INDUSTRY FIELD GUIDE
Brewery data for AI tank transfers and package reconciliation
TTB describes brewery operational records as part of maintaining compliance.
NAICS 312120 · Breweries
TTB describes brewery operational records as part of maintaining compliance. Those records provide context for an original AI exercise that follows a batch through tank transfers, packaging and recorded losses. TTB beverage alcohol records guidance
Create fictional fermentation, bright-tank and packaging entries for one batch. Transfer only part of the tank into cans and retain the rest for a later run. Ask the assistant to reconcile the documented movement and identify the unexplained difference. Include a planned packaging quantity next to the executed quantity. The answer key must use the executed record and preserve the remaining inventory.
State every volume unit and measurement time. Label transfers, losses and output as separate event types. Evaluation can use a different vessel naming scheme and a corrected entry. Score double counting, mixing planned and actual quantities, and invented loss explanations independently. A useful answer should show the source of each quantity used in its calculation.
Use fictional recipes and self-authored ledger entries. Real recipes, distributor contracts and outside laboratory documents may restrict sharing. Describe the proposed sample as movement reconciliation with an independent key. A prospective buyer's accepted task and data requirements should determine how much historical material to prepare and what commercial terms to pursue.
Discuss this original manufacturing sample with Fiund
Original Fiund exercise
Executed packaging, documented loss and retained inventory must reconcile on the same basis
An original movement ledger uses arbitrary practice volume units and abstract vessels. There is no beverage, brewing recipe, production instruction, distributor contract or real inventory.
| Record | Source | What it records |
|---|---|---|
| BTL1 | Tank transfer | Mock batch B starts 100 U in vessel A. Verified event moves 80 U to vessel B2, leaving 20 U in A. Transfer is internal to the practice boundary. |
| BTL2 | Packaging records | Plan 60 U. Actual matched packaging event removes 55 U from B2; documented loss 5 U. Same time and basis. |
| BTL3 | Observed closing | B2 later shows 18 U retained. No separate verified event explains difference between that observation and calculated closing. |
Question for the model
What closing quantities follow from the documented movements, and what discrepancy should remain unresolved?
Show the reference answer and checks
BTL1 leaves 20 U in A and brings 80 into B2. BTL2 uses the executed 55 and documented five loss, yielding a calculated B2 closing of 20 U, not 15 from the plan. BTL3 observes 18, leaving a two-unit discrepancy without a supported cause. Preserve both calculated and observed closing figures and avoid adding the internal transfer as new inventory or inventing an extra loss.
- Subtracting planned packaging instead of the executed amount.
- Double-counting internal transfers or labeling an unexplained balance difference a confirmed loss.
Fields to preserve
- Batch, vessel and internal transfer
- Defines the movement.
- Planned versus executed volume and loss
- Supports arithmetic.
- Observed closing and unresolved variance
- Preserves the exception.
Test another case
Add an approved two-unit adjustment explicitly dated before closing. Require reconciliation only from that new source, retaining its type rather than assume loss.
Use original synthetic ledgers. Exclude recipes, real tax records and private commercial terms.
Discuss a contribution
Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.