Daviah — Regulator-grade due diligence for mid-market supply chains

Every federally inspected meat, poultry, or egg plant lives with the same handful of questions in the back of its mind. Is our grant of inspection actually still in good standing? If a supplier upstream gets hit with a recall today, do we know within the hour whether we bought from them? If a customer in Japan asks whether we're eligible to ship to them, can we answer without a scramble? And if the phone rings at 2am with a real recall, can we trace every affected lot — including the ones that already left the yard — before the news does?

Most systems answer those questions well enough on a calm Tuesday. The interesting question is what happens when the answer actually matters — when an inspector shows up, when a recall lands, when a buyer asks for proof, when a mock recall drill is being timed with a stopwatch by someone who cares about the real number and not the pretty one.

This is a walk through how Daviah handles FSIS — 9 CFR compliance for meat, poultry, and egg processing — organized around the situations that actually put a plant at risk, and what a system built to hold up in those moments looks like.

The situation the industry knows too well

FSIS enforcement doesn't happen at the pace of a spreadsheet. A recall can be issued by USDA on a Thursday afternoon and affect a supplier three tiers deep in your chain, and the first thing a smart inspector will ask you on Friday morning is a version of one question: how do you know none of your product is affected?

The plants that answer that question well have three things in common. Their records reflect what's actually true right now, not what was true the last time someone updated a folder. Their recall screening runs against a live feed, not a monthly download. And when something changes — a grant status, an export certificate, a lot destination — the system in front of them refuses to let them make a decision based on stale evidence.

Everything Daviah does for FSIS follows from that. Below is what that looks like, situation by situation.

A completed HACCP plan is not the same as a defensible FSIS record. Daviah is built for the second one — the record that has to survive the day an inspector, an auditor, or a recall notice actually shows up.

What Daviah refuses to let a plant do wrong

The core of the FSIS module is a set of rules that run automatically every time a plant prepares to export a dossier — for an inspection, an audit, a buyer qualification, or an export certificate. Some of these rules are advisories: they warn the operator that something needs attention. But four of them are blockers. If any of them fires, the export is refused. Not flagged. Not soft-warned. Refused, until the underlying issue is resolved.

Here's what those four blockers are, in plain terms.

The four FSIS export blockers

The grant of inspection isn't active

A plant whose grant is suspended or withdrawn cannot ship product bearing the mark of inspection (9 CFR 500). If the case data shows the grant is anything other than active, no dossier that implies otherwise will export.

A live recall matches this establishment

If the FSIS recall feed has an unresolved match against any establishment in the case scope, export is blocked until the operator explicitly confirms or rejects the match — with an audit trail on either decision.

Export eligibility isn't verified for the destination

Having an export certificate on file is not the same as being eligible to ship to a specific country. Daviah checks the certificate against the FSIS Export Library for the destination, and blocks the dossier if that verification hasn't been done and recorded.

The recall feed itself has gone stale

This is the sharpest one. See below.

Every one of those blockers is doing the same job: refusing to let a plant present a claim that the underlying data can't support. That's the whole thesis. What separates a compliance system from a compliance-shaped folder is whether it says "no" when the evidence doesn't add up.

The staleness problem — and why it's the sharpest rule

Of the four blockers, the recall feed staleness rule is the one that best explains what Daviah is trying to do differently.

Here's the situation. FSIS publishes a public recall feed. Daviah pulls that feed regularly and screens every establishment in a plant's case scope against it. If none of your suppliers appear, the screening comes back clean — no matches. That's the answer a plant wants to see, and it's the correct answer nine days out of ten.

But there is one situation in which that answer is dangerous: when the feed itself hasn't been reached in a week and the screening is running against no data. An empty answer from a working feed and an empty answer from a broken feed are byte-identical. A plant looking at its screening result cannot tell them apart.

What Daviah does

Every attempt to poll the FSIS feed — successful or failed — is recorded. If more than seven days pass without a successful ingestion, the recall-feed-stale rule fires and blocks every FSIS export until the feed is reachable again and the screening runs against fresh data.

What this prevents A plant presenting a "clean" recall screening to an inspector or a buyer that was actually run against nothing. The distinction between "no recalls affecting you" and "we couldn't check" is preserved instead of collapsed.

This is what a food-safety system built on the premise that data can quietly fail looks like. The rule that most systems don't have is the one that turns a silent failure into a loud one.

The rest of the FSIS module, in plain terms

Beyond the four blockers, the FSIS module covers the operational surface a plant lives on day-to-day. Each of these is built around a specific situation a plant knows too well.

Situation · Recall traceability

You get a recall notice at 2am. Which lots are affected? Which have already shipped? To whom?

Daviah's recall trace service follows a suspect lot forward through every lot made from it, every consignment those lots went into, and every customer those consignments reached. It's depth-bounded and cycle-safe — the kind of detail that keeps a trace from hanging or looping when the supply chain is genuinely complex.

Three things it explicitly refuses to do: call an unshipped lot "unaffected" (an unshipped affected lot is still affected, and it's on your yard), drop a consignment with no recorded destination (that is the most urgent line in the whole report, not the least), and truncate results silently.

What this prevents A recall trace that looks complete because the incomplete parts were quietly hidden. The plant sees the whole picture, including the parts that are ugly.

Situation · Mock recalls

You need to run a mock recall drill for an audit, and the record has to show what actually happened, not what looks good.

Daviah's mock recall exercise service keeps two clocks apart on purpose. One is the elapsed time from operator start to complete — the number an FSIS auditor actually asks for. The other is the query time in milliseconds — how long the trace calculation itself took. That second number is not the number 9 CFR cares about, and Daviah refuses to let it be presented as if it were.

The trace runs at the moment the operator marks the exercise complete — not when they start it — so the record cannot show a sub-second answer to a question nobody had looked at yet. The final result is frozen and cryptographically hashed, so the exercise as recorded cannot quietly change later.

What this prevents A mock recall record that lies to the plant. Two clocks kept apart means the auditor sees a real drill, and the operator sees the honest number their team actually needs to improve.

Situation · Buyer qualification questionnaires

A customer sends a 40-question supplier qualification packet. Half the answers already live in your FSIS records — but they're spread across three folders and a filing cabinet.

Daviah's supplier questionnaire service assembles answers from the FSIS case, the onboarding packet, product specs, the last mock recall, and a document-expiry scan. Every answer carries its source, so the questionnaire is auditable. Anything Daviah can't answer from the record comes back marked UNANSWERED, with a note on what would fix it — never guessed, never left blank.

What this prevents A questionnaire returned with confident-looking answers that a food-safety team can't actually stand behind. Sourced or unanswered, never invented.

Situation · Onboarding a new customer

A new buyer wants a full onboarding packet. Your team pulls the folder. Half the documents in it expired months ago and nobody noticed.

Daviah's onboarding packet service applies a simple rule: an expired document does not fill the slot it was assigned to. If a required certificate, license, or attestation is past its expiry date, the packet reports the slot as unfilled — not filled with a document that no longer means anything.

What this prevents A packet that goes out looking complete because expired documents were counted as present. Expired isn't filed. Expired is expired.

Situation · SQF readiness after fifteen years of HACCP

You've been running HACCP for fifteen years. A buyer now requires SQF certification. How much of the ground is already covered?

SQF is a buyer-required certification, not a government-required one — different in kind from FSIS, but built on many of the same elements. Daviah reads your FSIS case for the HACCP components SQF requires and answers the question honestly: here's what you already have, here's what SQF asks for that you don't, and here's what we can't see from the FSIS record and would need to evaluate separately. Anything unknown comes back as NOT_EVIDENCED, not dropped from the analysis.

What this prevents A false-start on SQF because the team over-estimated the gap — or worse, under-estimated it. The readout is honest about what's known, what's missing, and what hasn't been checked yet.

The four situations that also matter, and get advisories

Not everything is a blocker. Daviah tracks four additional things as advisories — flagged for the operator's attention, but not enough on their own to refuse an export. Each of them is something a good food-safety director wants to see the moment it happens, not the day it becomes a finding:

HACCP plan not validated. A HACCP plan on the shelf that has never been formally validated is not the plan 9 CFR contemplates.
Annual reassessment overdue. HACCP requires annual reassessment. Overdue is a finding waiting to happen.
Pathogen sampling more than 365 days old. A pathogen-reduction program with a year-plus gap in its own sampling record is not the program a competent auditor wants to see.
Open NR without a documented corrective action. A non-compliance record without a corrective action attached is exactly the kind of thing that comes back at the next inspection.

The distinction between blocker and advisory matters. A blocker says you cannot present this claim as it stands. An advisory says you can, but you should know this is here. Together they cover the difference between a dossier that will survive scrutiny and one that will survive scrutiny while also making the plant safer.

Twelve regulatory obligations, tracked continuously

Underneath all of the above, Daviah tracks the twelve substantive obligations 9 CFR imposes on federally inspected meat, poultry, and egg establishments — each with the specific paragraph of the regulation it enforces, so a citation is never a mystery. These are:

Hazard analysis (§417.2(a))
HACCP plan & CCP monitoring
SSOPs (§416.11–.17)
Sanitation performance standards
HACCP verification & recordkeeping (§417.4–.5)
Corrective actions (§417.3)
Humane handling (Part 313)
Pathogen-reduction standards (§310.25)
Lot traceability (Part 320)
Recall procedures (Part 418)
Export certification (Part 322 / 350)
Label approval (Part 412)

Each obligation is a specific claim a plant must be able to make and defend. Daviah tracks each one as a live state, not a static checkbox — so the plant knows, at any moment, whether the record supports the claim.

What this adds up to

FSIS compliance is a specific kind of engineering problem. It has a legal spine (9 CFR), an operational reality (the plant floor, the shipping dock, the customer's audit), and a communication layer between them (the records, the dossiers, the questionnaires, the mock recalls). Systems that treat any one of those three as the whole thing miss the other two.

Daviah treats them as inseparable. The rules refuse to ship a claim the data can't defend. The recall trace tells the plant what actually happened, including the parts nobody wants to see. The mock recall records the honest number. The buyer questionnaire returns sourced answers or admits it doesn't know. The onboarding packet doesn't count expired paperwork as filed. And the SQF readout is honest about the gap.

Every one of those design choices is the answer to the same question: when it actually matters, will this record hold? The plants that build compliance around that question do not spend the day after a recall notice reconstructing what they should have already known.

· · ·

Daviah IO