AI serving your business use cases
Practical applications to automate, analyze, and make your processes more reliable
Explore how these use cases take shape in real-world business scenarios. Each example highlights a specific challenge, which you can browse by industry, function, or need.
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AI Chat for Internal Documents
Query your internal documents through an intelligent chat interface, with contextualized and sourced answers.

Augmented Decision Dashboard
Transform your raw data into readable, interpreted, and commented indicators to facilitate decision-making.

Automatic Lead Qualification
Automatically analyze incoming inquiries, qualify leads, and prioritize high-potential opportunities.

Financial Close and Control Assistant
Secure and accelerate financial close with automated controls, targeted alerts, and smart checklists.

Resume Screening & Matching
Analyze resumes at scale, identify key skills, and surface the best-fit candidates for your roles.

Technical Proposal Generation
Generate structured technical proposals and customized variants tailored to each tender's requirements.

AI Usage Governance and Traceability
Frame AI usage, ensure action traceability, and secure automated decisions.

Assisted Bank Reconciliation
Speed up bank reconciliation with automatic suggestions and anomaly detection.

Assisted Legal Document Generation
Draft reliable legal documents more quickly from your templates, internal rules, and regulatory requirements.

Assisted Regulatory Research
Quickly access applicable regulatory requirements and identify relevant texts according to your context.

Augmented Customer Support
Accelerate and improve customer request processing through intelligent analysis of messages, documents, and history.

Automated Employee File Management
Centralize, verify, and track employee administrative documents automatically—from hiring through daily operations.

Automatic Document Classification and Routing
Automatically classify incoming documents and route them to the right processing workflows without manual intervention.

Automatic Prioritization of Incoming Requests
Instantly identify priority requests and route them to the right processing workflows.

Automatic Sales Meeting Reports
Turn sales conversations into clear reports with decisions, actions, and next steps identified.

Automatic Video Subtitling
Automatically generate accurate and multilingual subtitles for your videos, adapted to your business vocabulary.

Bid Document Assembly
Automatically gather, verify, and compile all required administrative, technical, and regulatory bid documents.

Bid Knowledge Reuse
Automatically find and adapt content from past winning bids to accelerate new proposal development.

Claims File Analysis
Automatically analyze claims files, verify their completeness, and identify inconsistencies or sensitive points.

Committee and Steering Meeting Preparation
Prepare your management committees and steering meetings with clear, concise, and decision-oriented briefing materials.

Content Generation from Product Data
Transform your product data into clear, consistent content ready to be distributed across all your channels.

Contextualized Commercial Visual Generation
Automatically create commercial visuals adapted to your offer, sector, and sales context.

Contract Analysis
Quickly identify sensitive clauses, discrepancies, and risk areas in your contracts and legal documents.

Contract Risk Detection
Spot sensitive clauses, inconsistencies, and compliance issues in contracts and regulatory documents automatically.

CRM Copilot: Emails to Actions
Automatically turn incoming emails into clear CRM actions—opportunities, tasks, follow-ups, and updates.

Customer Feedback and Sentiment Analysis
Automatically analyze customer feedback, identify trends, weak signals, and priority improvement opportunities.

Field Non-Compliance Analysis
Identify, analyze, and prioritize field non-compliances from reports, photos, and operational observations.

Field Photo Analysis
Automatically analyze field photos to detect risky situations, deviations, or items requiring verification.

HR Insights from Employee Feedback
Analyze internal feedback automatically, detect weak signals, and turn employee sentiment into actionable HR strategies.

HR Interview Synthesis
Turn HR interviews into clear, comparable summaries ready to share and act on.

Intelligent Customer Email Processing
Automatically analyze, classify, and prioritize customer emails with contextualized response suggestions.

Intelligent Document Search
Instantly access key information in your internal documents, even from imprecise or complex questions.

Intelligent Expense Categorization
Automatically classify expenses, assign them to the right accounts and cost centers, and make financial tracking more reliable.

Intelligent FAQ Generation
Transform your documents, exchanges, and customer feedback into clear, up-to-date, and genuinely useful FAQs.

Intelligent Multi-Document Extraction
Automatically extract key information from multiple heterogeneous documents and consolidate them into an actionable view.

Internal Chat for Procedures and Reference Materials
Instantly access internal procedures, rules, and reference materials through a secure intelligent chat.

Interview Copilot
Prepare focused interviews, structure your notes, and get actionable summaries that drive better hiring decisions.

Invoice Reading and Pre-Accounting
Automatically analyze invoices, extract key information, and prepare reliable accounting entries.

Marketing Performance Analysis and Recommendations
Analyze your campaigns, identify performance drivers, and get actionable recommendations to optimize your actions.

Meeting Transcription and Synthesis
Transform your meetings into reliable transcriptions and clear summaries, with decisions and actions identified.

Message Personalization by Segment
Automatically adapt your messages according to the profile, sector, and context of each target, without multiplying manual content.

Multi-Source Executive Summary
Get a clear and reliable summary in minutes from multiple data sources, documents, and exchanges.

Multimodal Field Reports
Transform photos, voice observations, and field notes into structured, actionable, and shareable reports.

Operational AI Agent Connected to Business Tools
Query your business tools and trigger automated actions through a secure and controlled AI agent.

Professional Multilingual Translation
Translate your business content with precision, terminological consistency, and adaptation to sectoral context.

Project Risk Analysis
Identify project risks upstream from documents, exchanges, and history, and secure your decisions.

Quote Generation
Quickly generate structured, consistent quotes from expressed needs, history, and business rules.

Real-Time Meeting Translation
Facilitate multilingual exchanges with instant meeting translation, faithful to context and business vocabulary.

Role-Based Onboarding
Structure new hire integration with onboarding journeys tailored to the role, responsibilities, and context.

Smart Candidate Sourcing
Find qualified candidates, assess them automatically, and trigger sourcing actions with human oversight.

Smart Upsell and Cross-sell Recommendations
Automatically identify complementary offers and upsell opportunities from customer context and sales history.

Tender Response Automation
Analyze specifications, identify requirements, and build winning responses faster using your proven content library.
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