Your Industry

A solution that fits your product category.

15 food and beverage categories supported, each with its own market challenges, regulation, and What-If scenarios. crumble-ai equips you exactly where your product data is strategic.

By product category

Fifteen categories, real scenarios.

For each category, a What-If scenario inspired by a recent event in the sector. When your supply chain shifts or regulation changes, crumble-ai helps you model, simulate, decide — no spreadsheet, no week of coordination.

What-If

Biscuits & confectionery

Cocoa crisis 2024

Cocoa has doubled in months. crumble-ai recomputes the impact on 200 SKUs in seconds, suggests costed alternatives, simulates reformulations to preserve margins.

What-If

Ice cream & frozen desserts

Madagascar vanilla

Cyclones and pressure on natural vanilla. Simulate the switch to mixed vanilla or vanillin in one click, recompute Nutri-Score, labelling and costs across the range.

What-If

Sauces & condiments

Southern-Europe tomato drought

Tomato concentrate under pressure. crumble-ai identifies the affected recipes, suggests alternative origins (Italy, Morocco, California) with their compared CO₂ and cost impact.

What-If

Meat & cold cuts

EUDR soy, swine fever

EUDR constrains your soy sources, swine fever shakes European pork. Map at-risk origins, simulate the switch to local sunflower or rapeseed, measure the nutritional impact.

What-If

Bakery & viennoiserie

Wheat from Ukraine, butter 2024

Another wheat or butter spike. Compare costs per recipe, model partial substitutions (spelt, rye, plant-based fats), keep the labelling compliant.

What-If

Dairy

Europe drought 2022-2024

Dairy production down, AMF under pressure. Identify at-risk SKUs, adjust SFP ratios in cascade, secure supply with multi-sourcing.

What-If

Seafood

Fishing quotas, MSC

A species drops below quota or loses its MSC certification. Map the affected recipes, simulate the switch to a certified species, verify labelling compliance.

What-If

Ready meals

Multi-ingredient pressure

Three main ingredients under tension at once. Model the substitution combinations, project costs per SKU, validate regulatory compliance in real time.

What-If

Beverages

Coffee, record prices 2024-2025

Robusta overtakes Arabica in price. Evaluate profitability per blend, simulate consumer messaging, adjust declared origins with no labelling break.

What-If

Cereals & breakfast

Oats spike

Oats go up +25%. Recompute margins SKU by SKU, identify substitutes (spelt, buckwheat), preserve gluten-free claims where applicable.

What-If

Savoury snacks

Ukraine sunflower, salt

Ukraine sunflower under pressure. Compare sunflower, rapeseed and olive across 50 SKUs, measure Nutri-Score and organoleptic impact, secure alternative sourcing.

What-If

Baby food & infant nutrition

Vitamin shortage

A vitamin is out of stock at your main supplier. Identify the affected recipes, validate strict regulatory compliance (EU 2016/127), secure traceability.

What-If

Organic & functional nutrition

Eco-Score, organic market

An organic certification becomes unavailable. Map the impacted SKUs, re-evaluate the claims, suggest the fastest repositioning to keep your shelf placement.

What-If

Processed fruits & vegetables

Mediterranean drought

Roussillon apricot harvest down -40%. Map substitution origins, measure CO₂ and cost impact, adjust origin labelling and the marketing promise.

What-If

Soups & broths

Seasonal vegetables under pressure

Three seasonal vegetables missing at once. Model alternative recipes, preserve the "French vegetables" promise, keep margins without taste degradation.

Benefits

Four layers, four benefits.

Every layer of the stack delivers a measured gain. The KPIs below come from the field experience of 1,500+ food and beverage companies served over 20 years.

Collaboration

Align teams and suppliers, share good practices, move faster together.

Time to market 30–40% faster

AI Agents

Execute, advise, simplify the repetitive operations.

Productivity R&D / Regulatory +30% · Product fit with consumers +10%

Product Truth

One source of truth, always reliable, fed and monitored by the agents.

Kill 80% of paperwork · Boost vendor accountability

Formulation

Compute specs from ingredient to product, generate compliant labelling, assess additives and claims automatically.

Compliance by design · 20% fewer errors
Performance

A speed you can taste.

AI-native architecture, server-rendered, client-side navigation. No waiting, no spinners.

Near-instant page transitions
Pre-rendered pages
Assets served from the edge
Client-side navigation
A seamless, uninterrupted experience

Let's build your business case.

45-minute demo. ROI estimate on your data. Costed deployment plan to take home.