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Case Studies

Real engagements. Real outcomes. Our projects span manufacturing, FMCG, pharma, and multiple business functions - experience that shapes how we work today.

Simplified view of the production workflow: Content AI audits and improves knowledge as the foundation for governed playbooks, employee assistance and workflow execution.
AI & Automation Production

SOP-Driven Process Automation

From reviewed knowledge and approved playbooks to connected assistance and controlled workflow execution.

2026

Content AI Toolkit - the Text Buddy Evaluate Articles screen
AI & Automation

Content AI Toolkit

AI-assisted evaluation identifies content-quality issues, prioritises improvements and supports reviewable knowledge enhancements.

Text Buddy · Knowledge & Content · 2026

P2P Self-Service Agent - procurement live pilot
AI & Automation Live pilot

P2P Self-Service Agent

A procurement agent that checks purchase-order changes, shows impact before confirmation and explains blocked goods-receipt actions.

Global FMCG shared services · Procurement · 2026

A weekly tariff-to-Net-5 price cascade, with manufacturer and retailer perspectives and with or without promotions.
Sales & Marketing

Multi-Country Margin Tracker

Weekly price waterfalls and manufacturer / retailer margin views built on country-owned data and shared definitions.

NDA · Food & Beverage / FMCG · 2026

Spray dryer cockpit with equipment health, active failure modes, component status and a maintenance decision panel.
Supply ChainClient pilot

Predictive Maintenance for Spray Dryers

Sensor diagnostics, degradation forecasts and maintenance priorities, with uncertainty and model health in view.

FMCG · 2025–2026 · Client pilot

Customer records pass through SQL rules to quality scores and row-level evidence.
IT & Data

Rule-Driven Data Quality

Governed SQL checks, honest scores and row-level evidence for customer data across four systems.

NDA · Healthcare Nutrition / FMCG · 2026

Real-Time Manufacturing Intelligence - system architecture overview
Supply Chain

Real-Time Manufacturing Intelligence

End-to-end real-time intelligence layer connecting MES, SCADA and PLC signals - with AI-ready datasets, anomaly detection, and SOP-aware agent assistance.

NDA · Manufacturing · 2025

Packaging footprint overview from the delivered dashboard: PCR content, CO2 per unit, weight change versus last year and material breakdown by aluminium, glass, PE plastic and PET
Sustainability

Green Dot Packaging Sustainability

Unified Packaging Sustainability & Compliance Cockpit - operational, strategic, and regulatory views across 8+ European markets, including Plastic Tax calculation.

Danone · FMCG · 2025

Master Data Optimization dashboard - duplicate cluster analysis with consolidation savings
Procurement

Master Data Optimization at FMCG Scale

AI-assisted similarity engine clustering duplicate materials across plants and ERPs - with quantified consolidation savings and a steward review workflow.

NDA · FMCG / Manufacturing · 2024

Logistics cost breakdown from the delivered dashboard: total costing amount split into transport, standard storage, special storage and inbound reception, with share of total
Supply Chain

Logistics Cost Transparency at Danone

Unified logistics cost model across multiple 3PL providers - geographic, partner, and category-level analysis powering data-driven 3PL contract negotiation.

Danone · FMCG · 2024

E2E Supply Chain Cockpit - manufacturing view with OEE, production and defect indicators
Supply Chain

E2E Supply Chain Cockpit

Integrated cockpit unifying manufacturing, warehousing, logistics, and supply chain into one decision-ready KPI model - with optional real-time intelligence layer.

NDA · Manufacturing / FMCG · 2023

Illustrative market-share analysis cover inspired by harmonised external research and internal sales data; not an actual customer screenshot.
Sales & Marketing

Market Share Cockpit on Nielsen/IQVIA

Market share platform aligning Nielsen and IQVIA sell-out data with internal ERP - like-for-like comparison, growth decomposition, and full data lineage.

A leading consumer goods company · FMCG / Pharma · 2024

Illustrative cover - not a client screenshot

SAP-driven DWH build - Bronze → Silver → Gold layered architecture
IT & Data

SAP-Driven Data Warehouse Build

Structured DWH on a Bronze → Silver → Gold pattern across 15+ SAP source tables - reusable business entities, governance and quality controls built in.

A global manufacturer · Cross-functional · 2023

Conceptual illustration of fragmented local BI tools and front ends harmonised through a shared core data and BI solution; not a customer-system screenshot.
IT & Data

BI Harmonization at Danone Group

Two consecutive programs (Eagle BI 2018, Themis 2019) harmonizing fragmented subsidiary BI into a unified ERP/BI ecosystem across countries and regions.

Danone · FMCG · 2018–2019

Illustrative cover - not a client screenshot

Illustrative sell-by risk workflow for stock batches and forecast-aware decisions; not an actual customer screenshot.
Supply Chain

Sell by Maximum Time - Supply Chain Risk

Cockpit identifying products at risk of exceeding their Sell-By-Maximum date based on stock, sales forecasts, batches, and storage locations - preventing losses from expired inventory.

NDA · FMCG · 2024

Illustrative cover - not a client screenshot

SafetyCulture API integration - automated inspection data pipeline
Supply Chain

SafetyCulture API Integration

Automated pipeline extracting and analyzing inspection data from SafetyCulture API - enabling risk assessment, compliance monitoring, and operational safety insights.

NDA · Cross-functional · 2025

Conceptual diagram of GfK market-data ingestion using SAML authentication, automated file discovery, Databricks and Azure Data Lake; not a customer screenshot.
Sales & Marketing

GfK Data Ingestion via SAML

Automated GfK consumer goods data ingestion replacing manual downloads - secure SAML authentication, automated file discovery, and scalable data lake integration.

NDA · FMCG · 2024

Illustrative cover - not a client screenshot

Conceptual diagram of secure SharePoint file ingestion through Microsoft Graph API and Azure Data Factory into Azure Storage; not a customer screenshot.
IT & Data

SharePoint via Microsoft Graph API

Secure, automated SharePoint data integration into Azure Storage using Microsoft Graph API and token-based authentication - replacing manual SharePoint data movement.

NDA · Cross-functional · 2024

Illustrative cover - not a client screenshot

Illustrative Power BI performance-assessment workflow showing report hotspots, refresh-pipeline review and targeted optimisations; no measured customer results.
IT & Data

Power BI Performance Audit & Optimization

Comprehensive Power BI performance assessment - identifying high-CPU reports, optimizing data models with pushdown patterns, and accelerating dataset refresh.

NDA · Cross-functional · 2024

Illustrative cover - not a client screenshot

Executive Information System at Alpro - leadership dashboard aggregating financial, logistical, and commercial KPIs
Cross-functional

Executive Information System at Alpro

Custom EIS dashboard for Alpro's leadership team - aggregating financial, logistical, and commercial metrics into a single, actionable view for strategic decision-making.

Alpro · FMCG · 2024

Conceptual CI/CD workflow based on the project scope - not the customer's exact system architecture.
IT & Data

CI/CD Pipeline for Cloud Data Platform

Bitbucket Pipelines CI/CD automation for Cloud Composer, Dataflow, and dbt projects - automated environment configuration, unit tests, data validation, and deployment.

NDA · Cross-functional · 2024

Sales Analysis to Grow - interactive dashboard with regional and product breakdowns
Sales & Marketing

Sales Analysis to Grow

Sales analysis solution enabling exploration of customer and product data by region - uncovering growth opportunities through interactive dashboards with high data accuracy.

NDA · Construction / Formwork · 2024

Market Share Platform at Nutricia Netherlands
Sales & Marketing

Market Share Platform at Nutricia Netherlands

Market share analysis platform for Nutricia's Marketing and Innovation Department - automating routine data preparation so teams focus on market analysis.

Nutricia · Pharma / Nutrition · 2022

Illustrative three-tier data literacy programme: Report Viewers, Medium Users and Pro Users - not a client screenshot.
IT & Data

FMCG Customer-Team Data Literacy Program

Three-tier data literacy training program for customer teams at a leading FMCG company - Report Viewers, Medium Users, and Pro Users - enabling efficient interpretation, reporting, and advanced analytics work.

NDA · FMCG · 2024

Illustrative cover - not a client screenshot

Looking for something specific?

Our portfolio spans 150+ delivered projects across 15+ countries. If your situation isn't represented here, talk to us - there's a good chance we've solved a similar problem.

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