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Answers that ship as capabilities
Practical answers for FMCG supplier discovery, EU regulatory checks and AI-assisted category work. Every article ships with a ready-to-install Business Capability.
Claude Retail & Category Management Skills for CPG
Claude retail skills, category management skills, and sell-in skills for CPG: draft retail pitches and category reviews, then attach on-pack proof packs and install.
Read →FMCG MCP Tools & Packages Catalog
Installable FMCG, food, and CPG MCP tools and packages for Claude Desktop, Cursor, and AI assistants, featuring USDA FoodData Central, recall watch, and quality tools.
Read →ChatGPT Prompts for US Food Quality Managers
ChatGPT prompts for US food quality managers, backed by live checks: FDA recall search, USDA nutrients, retailer portal specs and FSMA 204 traceability, each with its source.
Read →ChatGPT Prompts for US Food Recall Response
ChatGPT prompts for US food recall response, backed by a live FDA recall search that cites each enforcement report. Not legal clearance.
Read →Claude Skills for FMCG and CPG
Claude Skills for FMCG and CPG teams: cited checks for USDA nutrients, FDA recalls, retailer specs and EU labelling that run inside Claude, ChatGPT or Copilot.
Read →Claude Supply Chain, Supplier & Sourcing Skills for F&B
Claude supply chain and sourcing workflows for food and CPG teams: supplier discovery and supplier scorecards built from cited data, run inside your AI assistant.
Read →Top 10 Claude Skills for US CPG Product Developers
Ten AI assistant workflows for US CPG product developers: live USDA nutrient lookup, supplier discovery and retailer portal specs, each with its source cited. Not regulatory advice.
Read →FSMA 204 Traceability Guide: CTEs, KDEs, and 24-Hour Requests
Guide to FDA FSMA 204 (21 CFR Part 1 Subpart S) traceability requirements, Critical Tracking Events (CTEs), Key Data Elements (KDEs), and 24-hour electronic sortable spreadsheet requests.
Read →FSVP Foreign Supplier Qualification Guide: 21 CFR 1.504 to 1.506 Rules
Guide to FDA Foreign Supplier Verification Programs (FSVP) under 21 CFR Part 1 Subpart L, including hazard analysis, foreign supplier evaluations, and annual verification audits.
Read →SQF and BRCGS CAPA Guide: 5-Whys, Severity, and Timelines
Guide to SQF Edition 9 and BRCGS Issue 9 audit non-conformities, 5-Whys root cause analysis, corrective action timelines, and required objective evidence.
Read →Claude Claims & On-Pack Marketing Skills for CPG
Claude workflows for on-pack claims in CPG: draft food label and health claim wording, then check it against the EU Union Register of permitted health claims.
Read →Claude Food, F&B & CPG Skills
Claude skills for food, beverage and CPG teams: cited checks for nutrients, recalls, allergens, additives and labelling that run inside the AI assistant you already use.
Read →Claude Nutrition & FoodData Skills for CPG
Claude nutrition skills and Claude FoodData skills for CPG: a full package (skills, knowledge, data, tools) that looks up USDA FoodData Central live via install and US Nutrient Composition Lookup.
Read →Claude QA, Quality & FSMA Skills for US Food
Claude QA and FSMA workflows for US food plants: live FDA recall search plus FSMA 204 traceability, FSVP supplier verification and CAPA planning checks, each with its source.
Read →Cosmetics trade marketing: Claude & Agent Skills cheat sheet
AI assistant checks for US cosmetics trade marketers: EU INCI ingredient screening (Reg 1223/2009), retailer portal spec filling and claim drafting aids. Not MoCRA clearance.
Read →Top 10 Claude Skills for US Food Quality Managers
Ten Claude workflows for US food quality managers: live FDA recall search, USDA nutrient lookup, retailer portal specs, FSMA 204 and CAPA support. Not FSMA certification.
Read →USDA FoodData Central API Guide for MCP and Claude
How the USDA FoodData Central API works, and how the fmcg.network MCP wraps find_food, get_composition, and get_label_panel for Claude and other AI clients.
Read →EFSA OpenFoodTox BHT & Sucralose Thermal Limits Guide
How FMCG brands screen food additive authorizations under Regulation (EC) No 1333/2008, manage sucralose thermal degradation limits above 120°C, and compute EFSA MIXTOX exposure.
Read →EU Food Price Indexation: Eurostat HICP Reorganization Guide
How FMCG procurement and pricing teams navigate the 2026 Eurostat HICP reorganization, prc_hicp_minr dataset consolidation, ECOICOP v2 reclassification, and 2025=100 rebasing.
Read →EFSA OpenFoodTox Food Contact Material Migration Compliance Guide
How FMCG packaging teams evaluate chemical migration test results against EU SML limits, Regulation (EU) 2024/3190 BPA prohibitions, and EFSA OpenFoodTox benchmarks.
Read →EU Novel Food Eligibility Check: Reg. 2015/2283 Guide
How FMCG R&D and regulatory teams screen recipe ingredients against EU novel food logic, including what an unmatched ingredient does and does not mean.
Read →EUDR Annex I Update: Delegated Regulation C(2026) 4920
The European Commission has formally amended Annex I of Regulation (EU) 2023/1115 (EUDR) through Delegated Regulation C(2026) 4920. This update expands the regulatory scope to include specific
Read →EU Goods Receipt Chemical Safety & OpenFoodTox Guide
How FMCG quality leads evaluate raw material chemical safety at goods receipt (Wareneingangsprüfung) using EFSA OpenFoodTox 3.0, MICROHAZ processing factors, and SANTE 50% uncertainty rules.
Read →Detecting Unannounced Supplier Reformulation with Open Food Facts
Learn how FMCG brands use Open Food Facts data, Jaccard similarity, and EU tolerance bounds to catch unannounced supplier reformulations and cheapflation before products reach retail shelves.
Read →FDA Food Recall Search: openFDA Reports Guide
How US quality and procurement teams search FDA enforcement reports and UK FSA alerts for an ingredient, product, or hazard, and what an empty result does not mean.
Read →USDA FoodData Central Nutrient & Nutrition Database Guide
Search the USDA FoodData Central nutrient database, USDA nutrition database records, and US nutrition facts database panels using live Claude skills and MCP tools.
Read →EU B2B Price Adjustment Clause Guide: Eurostat & GTC Compliance
How FMCG procurement and sales teams draft legally compliant B2B price adjustment clauses under BGB Section 307 and Eurostat price indexation rules.
Read →Eurostat Supplier Development & GVC Guide: Price Index Benchmarking
How FMCG procurement teams use Eurostat price indices, GVC statistics, and Comext APIs to benchmark B2B suppliers and prevent ETL pipeline errors.
Read →Eurostat API Ingestion: Query Limits, Asynchronous Polling & SDMX
How FMCG data engineers and BI teams optimize Eurostat dissemination API pipelines, prevent 413 extraction errors, handle 50 sub-indicator limits, and propagate SDMX flags.
Read →Eurostat Producer Price Index Cost Calculation Models for FMCG B2B
How FMCG brand manufacturers and procurement teams build cost-breakdown price adjustment models using Eurostat producer price, energy, labor, and packaging indices for B2B retail negotiations.
Read →How to Automate B2B Customer Portal Specification Filling in 2026
Convert SAP exports and recipe specifications into paste-ready fields for REWE, EDEKA, Spar, and GS1 customer portals in seconds without transcription errors.
Read →How to Build a Defensible FMCG Supplier Scorecard in 2026
Turn scattered email quotes and vendor performance records into transparent, weighted supplier scorecards and landed cost comparisons in minutes.
Read →How to Build an IFS Audit Action Plan in 2026
Turn IFS Food audit findings into structured corrective action plans with verbatim observations, 5-Whys prompts, assigned owners, and clear evidence trails.
Read →Competitor Recipe Benchmarking from Shelf Data
Reverse-engineer competitor recipes from Big7 packaging declarations under EU Regulation 1169/2011, audit clean-label additive swaps, and evaluate Nutri-Score impact.
Read →How do the latest EU hygiene rules change your operations?
The updates to Regulation (EC) No 852/2004, introduced via Regulation (EU) 2021/382, mandate three major shifts: the formal establishment of a "food safety culture," rigorous cleaning protocols for
Read →How to Automate Allergen Verification at Goods-In
Food safety practitioners can automate allergen verification by programmatically matching incoming product barcodes against a standardized digital registry, such as the Open Food Facts API, and compa
Read →Auditing Own-Brand Nutrition Data: GS1 vs. Open Food Facts
Audit own-brand product master data against GS1 GDSN rules and EU Regulation 1169/2011 to eliminate e-commerce listing mismatches and validation failures.
Read →How to Spot Allergen and Ingredient Specification Deviations
Cross-check supplier raw material declarations, sub-ingredients, and allergen lists against finished product packaging under Regulation (EU) No 1169/2011 Annex II before artwork goes to print.
Read →What rules apply to marketing infant formula in the EU?
Placing infant formula and follow-on formula on the European Union market requires meticulous adherence to Commission Delegated Regulation (EU) 2016/127. This regulatory framework establishes exhau
Read →EU Fortification Guide: Reg. (EC) No 1925/2006 & Annex III
How FMCG brands, formulation teams, and regulatory experts add vitamins, minerals, and botanicals under Regulation (EC) No 1925/2006 without triggering recalls.
Read →EU Food Supplements Labelling Guide: Directive 2002/46/EC
How FMCG brands, contract manufacturers, and ingredient suppliers ensure compliance under Directive 2002/46/EC, navigate the E171 ban, and manage vitamin tolerances.
Read →EU GMO Labelling Guide: Regulation (EC) 1829/2003 and 1830/2003 Rules
How FMCG brands handle EU GMO labelling thresholds, 0.9% ingredient rules, 0.1% feed technical zero, unique identifiers, and traceability retention.
Read →EU Food Additive Safety & Thermal Degradation Guide
How FMCG brands screen food additive authorizations under Regulation (EC) No 1333/2008, manage sucralose thermal degradation limits above 120°C, and compute EFSA MIXTOX dietary exposure.
Read →EFSA OpenFoodTox Supplier Risk Scorecard Guide
How FMCG brands evaluate supplier chemical safety risks using EFSA OpenFoodTox 3.0 benchmarks, quantitative risk models, General Food Law lot rules, and IFS audit criteria.
Read →EU Pesticide Residue Exceedance & EFSA Dietary Risk Guide
How FMCG brands evaluate pesticide MRL exceedances under Regulation (EC) No 396/2005, apply SANTE 50% uncertainty deductions, and calculate EFSA PRIMo acute and MIXTOX cumulative exposure.
Read →EFSA OpenFoodTox Study Quality Assessment Guide
How FMCG brands audit toxicological study quality, SCHEER 2026 Weight of Evidence, QSAR acceptance rules, and Qualichem confidence levels using EFSA OpenFoodTox 3.0.
Read →EFSA OpenFoodTox Chemical Safety and Complaint Guide
How FMCG brands handle chemical safety complaints, raw material limit breaches, EFSA OpenFoodTox 3.0 toxicological values, RASFF triggers, and retailer secondary standards.
Read →EFSA OpenFoodTox Raw Material Specification Verification Guide
How FMCG procurement and QA teams verify raw material specifications, batch CoA limits, heavy metals, and EFSA OpenFoodTox 3.0 toxicological thresholds.
Read →EU Primary Ingredient Origin Labelling: Reg 2018/775 Compliance Guide
How FMCG brands navigate EU Regulation 2018/775 dual-origin triggers, calculate font x-height ratios, manage dynamic raw material shifts, and prevent packaging recalls.
Read →EU Food Contact Materials: PFAS, BPA Ban and Compliance Guide
How FMCG brands audit food contact materials under EU Regulation (EC) 1935/2004, PPWR PFAS rules, Regulation (EU) 2024/3190 BPA bans, and 2025/351 plastic migration limits.
Read →EU Organic Labelling Compliance Guide: Regulation (EU) 2018/848 Rules
A comprehensive compliance guide for FMCG food brands navigating EU Regulation (EU) 2018/848 organic labelling thresholds, TRACES NT COI requirements, and Euro-leaf logo placement rules.
Read →EU Pesticide MRL Compliance: Reg EC 396 2005 Audit Guide
How FMCG brands audit pesticide MRLs under EU Regulation (EC) No 396/2005, apply SANTE 50% uncertainty deductions, calculate Article 20 drying factors, and prevent illegal blending violations.
Read →EU Nominal Quantity Rules: Directive 2007/45/EC Pack Size Guide
How FMCG brands navigate EU bottle size rules for wine and spirits, deregulation for general food, and aerosol container requirements under Directive 2007/45/EC.
Read →EU Allergen Labeling Guide: Regulation (EU) No 1169/2011 Rules
How FMCG brands handle EU FIC Annex II allergen declarations, scientific exemptions, typography highlighting, sulphite math, and distance selling.
Read →EU Detergent Labelling Compliance Guide: Reg 648/2004 and 2026/405
A comprehensive compliance guide for FMCG brands navigating EU Regulation (EC) No 648/2004, Regulation (EU) 2023/1545 fragrance allergen rules, and Regulation (EU) 2026/405 transition timelines.
Read →EU Food Additive Screening: E-Number and Annex II Compliance Guide
How FMCG brands audit food additive E-numbers under EU Regulation (EC) No 1333/2008 Annex II positive lists, check carry-over rules, and navigate US FDA exports.
Read →EU Health Claim Compliance Guide: Regulation (EC) No 1924/2006
How FMCG brands verify nutrition and health claims under Regulation (EC) No 1924/2006, navigate Article 10 rules, and handle botanical on-hold restrictions post CJEU Case C-386/23.
Read →EU Date Marking & Shelf Life Guide: Regulation (EU) 1169/2011
How FMCG brands handle EU Regulation 1169/2011 date marking, best before vs use by decision rules, multipack formatting, and storage conditions.
Read →EU Food Nutrition Declaration Guide: Reg. EU 1169/2011 Compliance
How FMCG food brands calculate energy values, apply Annex XIII rounding rules, format mandatory nutrition panels, and comply with EU distance selling requirements.
Read →EU Cosmetic INCI Screening: Annex II and III Compliance Guide
How FMCG brands screen raw material INCI names against EU Regulation (EC) No 1223/2009 Annex II prohibited and Annex III restricted lists, trace impurities, and CPNP gates.
Read →How to find a co-packer for your FMCG product in 2026
The conventional co-packer search takes weeks of trade fairs, spreadsheets and cold calls. Here is the two-minute path with an AI assistant, plus how to verify every supplier claim.
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