Audit-Pack Assembler | Real Minds AI
Agriculture & Primary Industry /Document processing live field guide · 8 min

Audit-Pack Assembler

Watches the folders where spray diaries, water tests, and training certificates land, flags anything missing or expired, and assembles a Freshcare- or HARPS-ready evidence pack against the standard's checklist.

theater/demos/agri_audit-pack-assembler.html · sandbox · read-only
Open
FIG. 1

The live demo, running on fabricated data. Open it to step through the full flow — every output is shown for a person to approve before anything happens.

How it would work

Reads each spray diary, water test and training certificate as it lands, maps every field to the Freshcare or HARPS clause it evidences, and surfaces the gaps and a withholding-period breach for a quality coordinator to resolve before the pack goes to the auditor.

Input 01
The records as they land

Spray diaries (often handwritten), water test certificates, training and accreditation records, and the Freshcare or HARPS standard's clause checklist — saved to the farm's shared drive as part of normal work.

Agent 02
Extracts, maps, checks dates

Reads the date, product trade name and APVMA approval number, rate, crop and block, applicator and ChemCert details and weather off each record; maps them to the clause they evidence; and checks withholding periods against harvest dates.

Output 03
A pack, with the gaps flagged

A live compliance vault and an ordered evidence pack, with every requirement marked met, expiring or a gap — including any withholding-period breach — laid out for a quality coordinator to resolve and approve before it reaches the auditor.

Where it works well

It does the clause-by-clause cross-check on every record, every time, and shows its working.

  • Done by hand, audit prep pulls the office off everything else for the better part of a day, and the date checks are the first thing skipped under pressure.
  • Best for a quality coordinator or farm manager on a Freshcare- or HARPS-certified operation supplying the major supermarkets, where evidence is a condition of supply.
  • Checked weekly instead of at audit time, the recaptured hours go back into resolving real gaps early, not hunting paper on audit morning.

The slow cost of an audit isn't the records — those exist. It's tracing each spray diary, water test and certificate to the clause it evidences, and catching the one withholding period that runs past the harvest date before the auditor does.

Where it works badly

It is confidently wrong when a record is missing or stale — the pack looks complete even when a clause has no evidence behind it.

  • Weak on handwriting it can't read with confidence and on records that don't say which clause they belong to — it should flag those for a person, not guess.
  • If your records live as photos in a phone roll or loose paper in a shed drawer, there is nothing for it to watch — the capture has to happen first.
The honest test

If you cannot say, right now, that every spray event this season was written down with its product, rate, date and withholding period — this tool assembles your gaps into a neat pack, it does not fill them.

Point it at a folder where the wind-speed line was never filled in, or a ChemCert that lapsed last month, and it can still present a tidy, ordered pack. A clean-looking pack with a hollow clause is the trap.

What it doesn't do — and shouldn't

It assembles and flags. A coordinator resolves and approves. That boundary is deliberate.

WHAT IT DOES
Maps each record to the Freshcare or HARPS clause it evidences
Flags missing evidence, expiring certificates and a withholding-period breach
Shows the date, product, APVMA number and applicator it read off each record
WHAT IT WON’T
Add a flagged or breached record to the pack on its own
Certify the operation as Freshcare- or HARPS-compliant
Decide whether a withholding-period breach is acceptable

A Freshcare or HARPS pack is the evidence a major-retailer supplier stands on, and a withholding-period breach is a chemical-residue and food-safety question, not a paperwork one. The accountable coordinator stays on the decision because the consequence — a failed audit, a rejected consignment, lost supply — lands on the operation, not the tool.

What your data has to look like

Records captured digitally as they happen, with the standard's clause list to map them against.

44%
Typical readiness
across orgs we see, before the first job
Spray, water-test and training records captured digitally
Needs shaping
Product details as fields, with APVMA approval numbers
Usual weak point
Withholding periods and certificate expiry dates
Usual weak point
The Freshcare or HARPS clause checklist for your version
Usually ready
A consistent folder or document-management structure
Needs shaping
The real first job

The records themselves are usually the weak point — handwritten in the field, photographed to a phone, or filed wherever there was room. Fixing how spray, test and training records are captured digitally and kept current is the real first job — larger and more valuable than the assembly layer on top. Once capture is clean, every audit after that is a review, not a search.

Right fit if…
You hold Freshcare or HARPS certification as a condition of supplying the major supermarkets
Spray, water-test and training records are already captured digitally to known folders
Audit prep currently pulls the office off everything else for the better part of a day
You want withholding-period and certificate-expiry gaps caught weekly, not on audit morning
Walk away if…
Your records live as phone photos or loose paper sorted only at audit time
Spray diaries are handwritten with no digital capture behind them
You produce occasionally and aren't held to a retailer assurance standard
You need a tool that signs off compliance so you don't have to
Open questions

The worried-buyer questions, answered straight

It can read a record wrong — which is exactly why a flagged or breached record is never added to the pack on its own. It checks each withholding period against the harvest date and tracks certificate expiry, then shows its working: the dates it read, the clause it mapped to, and a flag where a period runs past harvest or a ChemCert has lapsed. A quality coordinator resolves those before approving. The tool surfaces the breach; the person stands behind the pack.
Partly, and honestly that’s the catch. It can read clean digital records and many scanned diaries, but handwriting it can’t make out with confidence it flags for a person rather than guessing — a wrong APVMA number or withholding date is worse than a blank. If records live as phone photos or loose paper, getting them captured digitally to a known folder is the first piece of work, and the piece that pays off across every audit after.
No. It removes the hunting and the clause-by-clause cross-checking — the day the office loses to audit prep — so the coordinator spends their time resolving the real gaps: chasing the missing water test, fixing the withholding-period clash, deciding whether a breached record can be used at all. The pack is still theirs to approve. The capacity it frees goes back into keeping the operation genuinely compliant, not assembling proof of it.
Current to the standard version you’re certified against and the season you’re in. Freshcare and HARPS standards are revised, and a withholding period is only meaningful against this season’s actual harvest dates. Point it at last year’s clause list or a stale harvest schedule and it maps confidently to the wrong requirements. The honest test: do you know, today, which standard version you’re audited against and that your harvest dates are this season’s?
Your spray records, supplier declarations and staff training certificates are commercially sensitive and, for training records, personal information under the Privacy Act. Any deployment runs against your own shared drive and systems, not a shared pool — we scope where the data sits and who can see it as part of the build. The demo here runs entirely on fabricated records; the blocks, applicators and diary numbers are not real.
It gets the pack assembled, ordered and clause-mapped, and flags what’s missing or expired — but it does not certify compliance. Whether a withholding-period breach is acceptable, whether a corrective action closes a non-conformance, and whether the operation meets the Freshcare Food Safety & Quality Standard or the HARPS requirements is the auditor’s call and the coordinator’s responsibility. The tool gets the pack most of the way; the accountable person closes the rest.
What it takes to build
3–5 weeks · 4 phases
Reused from template~65%
Bespoke to this skin~35%
stack · Power Platform · SharePoint · LLM extraction
What it would cost

Fixed scope, fixed price, fixed dates.

01
Bite-sized first piece
One contained change, low risk
02
Pilot build
Most builds land here
03
Embedded support
Scale on proof

Considering this for your operation?

The honest place to start is a bite-sized first piece — one standard, one record type, low risk. Tell us where audit prep hurts; we'll play it back, scope it, and show you what's possible.

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