Technical expertise as the foundation of our method.
Data, IT, and business departments seek to operationalize their Data & AI use cases in increasingly demanding environments: volumes, performance, governance, compliance.
We design and operate these solutions with engineering rigor and consulting firm discipline.
Our Data & AI Foundation — 9 Pillars Supporting Your Business
01
Data Quality & Preparation
Diagnosis, cleansing, automated controls, monitoring. Our AI Data Quality framework relies on proprietary add-ons integrated into Alteryx — anomaly detection, AI-powered standardization, enrichment.
Quality: A prerequisite for reliable AI.
02
Generative AI & RAG
Designing RAG (Retrieval-Augmented Generation) architectures integrated with your business data. Standard stack: LangChain, FAISS, embeddings, prompt engineering. Always LLM-agnostic — Mistral, OpenAI, Claude, Gemini, or internal models.
Generative AI, powered by your data.
03
Self-Service Analytics & Enablement
Scaling Self-Service Analytics platforms: Alteryx, Power BI, Tableau, Databricks. Designing Centers of Excellence, certification programs, analytics communities, and change management. A proven discipline for thousands of users.
Empower your business teams with analytical autonomy.
04
AI Applied to Analytics
Power BI Copilot, anomaly detection, key influencers, decomposition trees. Integrating AI capabilities into your existing dashboards and analytical processes, without disruption to your teams.
Augmented analytics, for business users.
05
Data Science & Machine Learning
Predictive modeling, segmentation, scoring, churn, fraud. Operationalization, with execution times up to 27 seconds on millions of rows. Rigorous evaluation — metrics, bias, drift.
From PoC to production.
06
Responsible AI & MLOps
Industrialization, monitoring, model governance, AI Act, explainability, bias management. From PoC to production, and from production to controlled evolution.
AI that scales, without losing control.
07
Data Governance
Data catalogs, data lineage, metadata management, GDPR and AI Act compliance. Establishing operational governance frameworks, not just documented ones.
Regulatory Compliance and Operational Confidence.
08
AI Agents & Professional Assistants
Orchestration of specialized agents (SQL, computation, analysis, document retrieval) based on business knowledge graphs. Control loops, reasoning traceability, step-by-step validation.
AI that acts, under expert supervision.
09
Data Engineering & Architectures
Design and industrialization of data pipelines: ETL/ELT, orchestration, lakehouses, real-time integration. We work with modern stacks (Databricks, Snowflake, dbt) as well as our clients' existing environments.
Reliable, scalable, and maintainable architectures.
Prime AI - AI for financial decision-making and management control
Prime AI is Prime Analytics' strategic initiative to design artificial intelligence solutions dedicated to financial departments. An approach combining intelligent agents, business knowledge graphs, and natural language technologies, while adhering to the security, compliance, and quality standards of the banking and insurance sectors.
30 minutes with our Data & AI experts
A free, direct discussion about your Data & AI challenges. We’ll understand your context, share our insights, and identify the first steps to take.
AI Data Quality for Alteryx — AI-augmented Data Quality add-ons
Plug&Play
Native integration into Alteryx Designer & Server. No installation, no extra cost, ready to use.
Sovereignty
No data sent externally.
All processing takes place within your own environment and with your LLM.
AI-agnostic
Compatible with the LLMs of your choice: Mistral, OpenAI, Claude, Gemini, or internal models. You remain in control.
Support
Need to go further? Our consultants support you end-to-end – Research, training, use cases, deployment, industrialization.
Success storySuccess storySuccess storySuccess storySuccess storySuccess StorySuccess StorySuccess Story
Use Case – Basel IV Simulator
Use Case – Basel IV Simulator
Use Case – AnaCredit Reporting
Use Case – AnaCredit Reporting
Use Case – AnaCredit Reporting
Data Quality Use Case – AnaCredit Reporting
Data Quality Use Case – AnaCredit Reporting
Data Quality Use Case – AnaCredit Reporting
Data Quality Use Case – AnaCredit Reporting
Use Case – Basel IV Simulator
Major French banking groupMajor French banking groupMajor French bankMajor French bankMajor French bankMajor French BankMajor French BankMajor French Bank
To anticipate the impact of Basel IV on its capital, a major French banking group needed a powerful, configurable calculation engine compatible with its existing IT system. The key objectives were to simulate entire portfolios in minutes, report impacts in multiple formats, and ensure regulatory auditability.
Prime Analytics designed and deployed a white-box simulation engine, seamlessly integrated into the client's environment. Performance: 1 million rows processed in 10 minutes. Multi-format output (Excel, JSON, XML, Power BI, Tableau). Interactive dashboards to visualize impacts by geography and sector.
120
Bn€
of simulated capital impact
1
million
lines processed in 10 minutes
5
reporting formats
100
%
auditable & traceable
Our Case Studies — Data & AI
Building a Customer Churn Analysis for Data Protection Software Company
17.5%17.5%17.5%
Reduction in logistics costs
$20M+$20M+$20M+
In new revenue opportunities
Building a Customer Churn Analysis for Data Protection Software Company
17.5%17.5%17.5%
Reduction in logistics costs
$20M+$20M+$20M+
In new revenue opportunities
Building a Customer Churn Analysis for Data Protection Software Company
17.5%
Reduction in logistics costs
$20M+
In new revenue opportunities
Consulting - Staff Augmentation - Training. Three service engagement models, one standard of excellence.
Consulting
Data diagnostics, use case definition, architecture selection, business case, and roadmap. Our engagements cover the entire cycle, from short-term diagnostics to multi-year strategic roadmaps. Big 4 level standards, without the overhead. Data assessment, use case scoping, architecture selection, business case, and strategic roadmap. Our engagements cover the entire lifecycle, from brief assessments to multi-year strategic roadmaps. Big 4 standards, without the overhead. Strategic audit, program scoping, business case, master plan, due diligence: our engagements cover the entire transformation cycle, from short-term diagnostics to multi-year roadmaps.Strategic audit, program scoping, business case, master plan, due diligence: our engagements cover the entire transformation cycle, from short-term diagnostics to multi-year roadmaps.Strategic audit, program scoping, business case, master plan, due diligence: our assignments cover the entire transformation cycle, from short-term diagnostics to multi-year roadmaps.Strategic audit, program scoping, business case, master plan, due diligence: our assignments cover the entire transformation cycle, from short-term diagnostics to multi-year roadmaps.Strategic audit, program scoping, business case, strategic roadmap, due diligence: our assignments cover the entire transformation cycle, from short-term diagnostics to multi-year trajectories.
Each deliverable is ready for presentation to the executive committee and actionable by your Data and IT teams.Every deliverable can be presented and justified to the executive committee and is usable by your Data and IT teams.
Staff Augmentation
Régie individuelle ou équipe dédiée, sur site ou en hybride, sur des chantiers structurants : reporting réglementaire, modélisation, BI, data engineering, contrôle de gestion.
Notre exigence porte sur la qualité du recrutement plus que sur le volume. Des consultants choisis, formés en interne, et suivis tout au long de la mission par un manager Prime Analytics.Individual placement or dedicated team, on-site or hybrid, for key strategic projects: regulatory reporting, modeling, BI, data engineering, financial controlling.
We prioritize recruitment quality over quantity. Our consultants are carefully selected, internally trained, and supported throughout their assignment by a Prime Analytics manager.Individual placements or dedicated teams, on-site or hybrid, for key projects such as: regulatory reporting, modeling, BI, data engineering, and management control.
Our priority is the quality of our recruitment, not the volume. We provide carefully selected consultants, internally trained and supported throughout their assignments by a Prime Analytics manager.Individual placements or dedicated teams, on-site or hybrid, for key projects such as: regulatory reporting, modeling, BI, data engineering, and management control.
Our priority is the quality of our recruitment, not the volume. We provide carefully selected consultants, internally trained and supported throughout their assignments by a Prime Analytics manager.Individual consultants or dedicated teams, on-site or hybrid, for key projects: regulatory reporting, modeling, BI, data engineering, management control.
Our focus is on recruitment quality rather than volume. Selected consultants, internally trained, and supported throughout the assignment by a Prime Analytics manager.Individual consultants or dedicated teams, on-site or hybrid, for key projects: regulatory reporting, modeling, BI, data engineering, management control.
Our focus is on recruitment quality rather than volume. Selected consultants, internally trained, and supported throughout the assignment by a Prime Analytics manager.Individual staffing or dedicated teams, on-site or hybrid, for strategic projects: regulatory reporting, modeling, BI, data engineering, management control.
Our priority is recruitment quality over quantity. Our consultants are carefully selected, internally trained, and supported throughout their assignments by a Prime Analytics manager.Individual placements or dedicated teams, on-site or hybrid, for key projects such as: regulatory reporting, modeling, BI, data engineering, and management control.
Our priority is the quality of our recruitment, not the volume. We provide carefully selected consultants, internally trained and supported throughout their assignments by a Prime Analytics manager.
Training
Our catalog covers Data Science, Generative AI, Agentic AI, MLOps, Alteryx, Power BI, Databricks. Sessions are available in-house or inter-company, in-person or remote.Our catalog covers Data Science, Generative AI, Agentic AI, MLOps, Alteryx, Power BI, and Databricks. We offer in-house or public sessions, available on-site or remotely.In-house training sessions, thematic masterclasses, certification programs: we offer a format for every upskilling need. The Finance Credit Program embodies our unique teaching approach.
All our training courses are led by practitioner consultants — the very same experts who work on client assignments. They share their practical expertise, not just theory.In-company training sessions, thematic masterclasses, certification programs: a format for every upskilling need. The Finance Credit Program embodies our pedagogical approach.
All our training courses are led by practitioner consultants — the very same individuals who work on client assignments. They share their expertise, not just theory.In-company training sessions, thematic masterclasses, certification programs: a format for every upskilling need. The Finance Credit Program embodies our pedagogical approach.
All our training courses are led by practitioner consultants — the very same individuals who work on client assignments. They share their expertise, not just theory.In-company sessions, thematic masterclasses, certification programs: a format for every upskilling need. The Finance Credit Program embodies our distinctive teaching approach.
All our training sessions are led by practitioner consultants — the very same ones who work on client assignments. They share their practical expertise, not just theory.
A hands-on approach: exercises using your real datasets so you leave with immediately applicable methods.A hands-on approach: exercises using your real datasets, ensuring you leave with immediately applicable methods.
Training
In-company sessions, thematic masterclasses, certification programs: a format for every upskilling need. The Finance Credit Pathway embodies our educational approach.
All our training courses are led by practicing consultants — the very same ones who work on client assignments. They share their practical expertise, not just theory.
Data Engineers, Data Scientists, AI experts: technical profiles, deeply integrated into your business.
Our consultants combine strong technical mastery — Python, SQL, Spark, Databricks, LangChain, MLOps — with solid industry knowledge in banking, insurance, and the public sector. They can design data architectures, train ML models, deploy AI agents, and explain their choices to a steering committee.
100% of our consultants are trained in Power BI, Alteryx, and other standard data tools, and all AI profiles hold the required certifications for LLM and MLOps stacks. All are also SecNumCloud certified to operate in the most sensitive environments.
Focus - In-house Training
Data Quality & AI — Ensuring Data Reliability and ValuePower BI & AI for Management Control
Reliable data is essential for relevant analyses, credible reporting, and high-performing AI projects. This training outlines a comprehensive Data Quality approach, combining methodology, analytical tools, and the practical benefits of generative AI — to ensure the reliability, automation, and value enhancement of data used daily.
Target audience: Data analysts, BI analysts, Finance, Risk, Compliance, and Management Control teams, project managers, and IT teams involved in data, reporting, or analytics pipelines.
Format: 1 day, in-person or remote, in-house. Qualiopi Certification.
Master a complete Data Quality methodology augmented by AI: profiling, cleaning, standardization, validation, enrichment.
Harness generative AI as a quality accelerator — for interpretation, rule suggestion, correction, and automated documentation.
Discover and master key Data Quality & AI tools using an agnostic approach: Alteryx, Power BI, ChatGPT, Claude, Gemini, AI APIs.
Work on realistic Finance datasets to leave with directly applicable methods.
DATA PARTNER
Why choose Prime Analytics?
Prime Analytics is a trusted partner that designs, industrializes, and operates your Data & AI solutions — from data pipeline to production AI agent. Our consultants combine engineering rigor, business acumen, and consulting firm discipline to deliver high-performing, governed, and sustainable solutions.Prime Analytics is a trusted partner that transforms your data into a strategic advantage through data engineering, Machine Learning, and generative AI — always focused on your Finance, Risk, and Compliance challenges. We design intelligent and scalable solutions, tailored to the most complex challenges faced by Finance functions in banking and insurance.Prime Analytics is a trusted partner, committed to working alongside its clients to transform their data into a true strategic asset. Thanks to cutting-edge expertise and the most advanced technologies, we design intelligent and scalable solutions, adapted to the most complex challenges.
