Food Production & Security

01Overview

Recipes, batch execution, electronic batch records, allergen control, cold chain and yield prediction — in the same product as inventory, accounting and CRM. Around the line sits a food-safety platform with two layers: an operational layer that keeps the line safe today, and a strategic layer that keeps the business safe tomorrow.

02The problem it solves

In too many food businesses, recipes live in spreadsheets, batch records in paper binders, and traceability in nobody's head. A new recipe takes three departments and a week. A batch finishes and someone might update inventory. An allergen incident happens and you spend six hours building the recall scope. Costing arrives quarterly and late; inventory drifts off by 8%.

This makes all of it automatic, real-time and audit-defensible — because allergens, lots, expiry, HACCP control points, EBR signatures and cold-chain violations are first-class data types, not custom fields on a generic work order.

Result a recall scopes itself in one query, and an audit becomes a report instead of a six-hour fire drill.

03What we built — the line

Recipe management

A recipe here is operational truth, treated as the IP it is: version control with effective dates and full change history, multi-part composite recipes (dough + filling + frosting as one product), HACCP control points defined per recipe step, and labour and substitution rules with allergen and cost impact.

Batch production

A real lifecycle where every transition is a business event — Draft, Planned, Confirmed, In progress, Completed, with Hold / Rework / Scrap exception states. Confirming reserves raw materials; "in progress" consumes ingredients and starts the labour clock; completion receives finished goods, posts variance and closes labour. Multi-day runs — an overnight ferment — are a first-class data type, not a hack.

Production writes to finance

Material consumption posts WIP entries, finished-goods receipts roll up cost, and variance is calculated as the batch runs — not at month-end. The same engine serves bakery, dairy, meat, seafood, beverage, confectionery, ready meals, snacks and specialty from one data model.

04What we built — food safety

Most food businesses have one layer of defence. Almost none have both. Both layers share the same database, tenant model and UI shell.

Operational layer — safe today

• HACCP CCP tracking — control points defined on the recipe, executed on every batch, signed in the EBR with an immutable audit trail.
• Allergen control — multi-jurisdiction frameworks, line status, cleaning protocols and signed verification.
• One-click recall — FDA/EU severity classification and affected batches, lots and customers computed by walking the genealogy graph.
• Cold-chain monitoring — zone thresholds, continuous logging and IoT sensors, alerting on exposure duration, not just breach.
• ISO 2859-1 sampling — AQL-based acceptance sampling with proper normal / tightened / reduced switching.
• Compliance certificates — 24+ types (ISO 22000, BRC, IFS, SQF and more) with expiry alerts.

Strategic layer — safe tomorrow

Multi-domain risk assessment across eight risk domains, supply-chain network mapping, single-point-of-failure detection, critical-ingredient tracking, strategic reserves, early-warning indicators and emergency-response planning. Forward-and-backward lot genealogy is computed in real time, so a recall scopes itself in a single query — the regulator calls, you click.

05Tech

06Highlights

• Versioned recipes treated as IP, with HACCP control points defined per step.
• Auditor-grade electronic batch records with e-signature on every step.
• Recall scope is a query, not a project — forward-and-backward genealogy computed in real time.
• Production posts straight to finance: WIP, finished-goods cost and variance as the batch runs.
• Two-layer defence: HACCP / allergen / cold chain today, plus eight-domain supply-risk scoring and SPOF detection tomorrow.
• AI for yield, demand and anomaly detection across the line.

Related work