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Real projects, real results — architecture, methodology and impact for each engagement.

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In-depth case studies

Detailed architecture and complete technical analysis.

All delivered
L'Oréal
2024
NLP · Embeddings · Clustering

Global Consumer Review Intelligence

Three coordinated Vertex AI pipelines that scrape product reviews, harmonise product identities via embeddings and deliver multilingual sentiment signals into BigQuery.

GCPVertex AIXLM-RoBERTaBigTableDBSCAN
3
Vertex pipelines
Multi
countries & langs
XLM-R
sentiment model
View full case study
Pernod Ricard
2024
MLOps · Data Science

Sales Visit Optimization Engine

Weekly ML pipeline that detects under-indexed SKUs and delivers 30 priority visit recommendations to each sales rep every Monday, fully automated on Azure.

AzurePythonStreamlitDockerScikit-learn
30
visits / rep / week
Auto
triggered
<2 min
pipeline runtime
View full case study
PwC
2024
LLM · Email AI · ERP

Automated Invoice Classification

LLM pipeline that reads invoice emails, classifies each document via few-shot learning and updates Eloficash in real time, with a human review dashboard.

GPT-4Azure OpenAIEloficashNext.jsMicrosoft 365
99.9%
accuracy
<5s
per email
Loop
human feedback
View full case study

More projects

A selection of our recent work.

Automated Translation Editing with Agentic RAG

Automated Translation Editing with Agentic RAG

40%quality gain
Daily Scrum Assistant

Daily Scrum Assistant

60%fewer meetings
Multi-agent Personalised Newsletter

Multi-agent Personalised Newsletter

efficiency
AI Film Discovery via Music

AI Film Discovery via Music

90%accuracy
AI Integration for a Research Institute

AI Integration for a Research Institute

70%time saved

Coming soon

AXA
AI Automation
Orange
Data Pipeline