How our Qolaigs impact daily life
From strategic planning to long-term maintenance, we support your teams every step of the way. Three services
Use Cases
Our Use Cases
Our Qolaigs adapt to your needs
Industry
Automated Quality Control
Automated Email Processing
Demand Forecasting
Automated Invoice Entry and Processing
Inventory Optimization and Automated Replenishment
Predictive Machine Maintenance
Transport & Logistics
Demand and transport volume forecasting
Automated dispute and claims management
Load optimization
Dynamic pricing (real-time shipping rates)
Smart shipment tracking (tracking + proactive alerts)
Automated email processing (customers, carriers, disputes)
Distribution & E-commerce
Customer support chatbot (customer service, orders, returns, FAQs)
Automated customer email processing (customer service, returns, disputes)
Smart inventory management (forecasting + automatic replenishment)
Demand forecasting (by product / channel / seasonality)
Personalized product recommendations (upsell / cross-sell)
Price optimization (dynamic pricing & promotions)
Real Estate
Automatic lead qualification (purchase / rental / investment)
Automatic generation of real estate listings (text + visuals)
Chatbot & AI assistant for customer support (availabilities, viewings, FAQ)
Automation of emails & follow-ups (buyers, tenants, owners)
Automated property valuation (intelligent pricing)
Intelligent matching of properties ↔ buyers / tenants
Food Industry
Demand forecasting (by product, channel, seasonality)
Predictive maintenance of industrial equipment
Inventory optimization & waste reduction
Customer service chatbot (after-sales, orders, tracking, distributor/B2C FAQ)
Automated quality control (vision for defects / compliance)
Order & email processing automation (customers / distributors)
Finance & Investment
Automated analysis of investment opportunities (deal screening)
Investor reporting automation (LPs, dashboards, KPIs)
Financial & cash flow forecasting
Client / investor chatbot (portfolio, performance, FAQ)
Fraud & anomaly detection (transactions, compliance)
Email processing automation (dealflow, tracking, reminders)
Insurance
Automated claims processing (reporting → compensation)
Document analysis (contracts, supporting documents, expert reports)
Fraud detection (behavior analysis, documents, anomalies)
Customer & policyholder service chatbot (after-sales, contracts, claims tracking)
Automated underwriting & risk scoring
Email processing automation (clients, brokers, partners)
Sales Administration
Automated order processing (entry, validation, ERP integration)
Order volume forecasting & sales administration planning
Automated customer emails (orders, tracking, disputes, follow-ups)
Automated quote & invoice generation
Order tracking & proactive alerts (delays, anomalies, deliveries)
Customer dispute management (classification, response, assisted resolution)
Sales
Automated lead qualification (scoring, prioritization)
Smart CRM (automatic updates, summaries, insights)
Lead enrichment (data, ICP, buying signals)
Multichannel automated follow-ups (email, LinkedIn, SMS)
Personalized prospecting email generation
Appointment scheduling assistant & calendar management
Marketing
Content generation (posts, articles, ads, newsletters)
Marketing visual & creative generation (images, videos)
Real-time campaign personalization (email, website, ads)
Automated SEO (keywords, content, page optimization)
Ad campaign optimization (budget, targeting, creatives)
Marketing & conversion chatbot (lead capture, qualification)
Legal
Automated contract analysis and review (risk clause detection)
Intelligent dispute management (classification, tracking, recommendations)
Contract generation (NDAs, T&Cs, commercial agreements...)
Compliance verification (internal policies, GDPR, contracts)
Extraction and structuring of key information (dates, obligations, amounts)
Automation of legal email processing (sorting, response, prioritization)
Human Resources
Automatic resume sorting and qualification (candidate ↔ job matching)
Automated new employee onboarding
Generation and distribution of optimized job postings
HR email automation (recruitment, candidate follow-up, internal)
HR Chatbot (employee questions, onboarding, internal procedures)
Interview analysis (transcription, scoring, decision support)
Finance & Accounting
Automated invoice entry (OCR + ERP integration)
Automated generation of financial reports (P&L, cash, KPIs)
Automated bank reconciliation
Anomaly & fraud detection (entries, payments)
Cash forecasting
Automated email processing (invoices, reminders, suppliers)
AI Agents
An assistant that makes decisions following rules and validations.
Understand and process natural language (emails, documents, messages)
Interact with users (chat, voice, internal interfaces)
Connect to business tools (ERP, CRM, databases, APIs)
Make simple decisions based on rules + data
Automate complete workflows (multi-step, multi-system)
Generate content (text, images, reports, responses)
RAG
A technique that retrieves information from your documents/sources before responding, to reduce errors and rely on real content.
Real-time access to internal knowledge (docs, CRM, ERP, databases)
Decision support based on internal data
Reliable, source-based answers (reducing hallucinations)
Automatic summarization of long and complex documents
Centralization of dispersed knowledge (silos → single source)
Expert internal chatbot (employee/business support)
Chatbot
Available 24/7 without human intervention
Omnichannel (website, WhatsApp, email, Messenger…)
Massive reduction in support ticket volume
Customer data collection (leads, feedback, needs)
Intelligent escalation to a human if necessary
Integration with business tools (CRM, ERP, support)
MCP
An open standard for connecting models to tools and data sources via more standardized and secure connections. MCP was introduced by Anthropic in late 2024, and is also documented in agent ecosystems (including OpenAI's Agents SDK).
Native connection to business tools (ERP, CRM, databases, APIs)
Reduced time-to-integration (faster deployment)
Secure real-time access to internal data
Executing actions within systems (create, modify, delete data)
Standardization of integrations (a single protocol vs. multiple connectors)
Workflow orchestration across multiple tools
FAQ
Most Frequently Asked Questions
What exactly does Qolaig do?
We help companies identify and develop AI agents integrated into your tools to automate operational, documentation, and support tasks that deliver high ROI.
Are your solutions secure?
Yes. We design architectures tailored to each client's security, confidentiality, and governance requirements.
How does a project start?
Most projects start with a workshop to identify priority use cases, estimate their ROI, and define a clear roadmap.
How much does it cost?
Scope, integrations, complexity – each solution is unique. Our teams will work with you to jointly define the most suitable solution for your needs and provide you with a personalized quote.
Can our tools integrate with your business?
Our tools are adaptable to all sectors and departments within your company. To learn more or discover how they can meet your needs, contact us.
Do you also offer training?
Yes. We also support companies with acculturation, business practices, and team upskilling.
I'm not an artificial intelligence expert: how will your tools adapt to my level and needs?
Our solutions are designed to integrate into your daily operations, not to complicate them. We always start with your existing business processes (emails, CRM, ERP, internal tools) and build AI agents that adapt to your way of working. You don't need to change your tools or be an AI expert. We also support your teams in getting started, with training tailored to their level.
Blog
Our latest articles

Operational Automation: Why Has It Become Essential for DNVBs?
In the digital age, Digital Native Vertical Brands (DNVBs) are revolutionizing the online retail landscape. These brands, born online and in direct contact with their consumers, must navigate a constantly evolving environment. In this context, operational automation is no longer an option, but a necessity. This article therefore explores why automation has become essential for DNVBs.
Read the Article

A Look Back at 6 Months of GenAI Implementation in Business
Today, it's rare to find a company that doesn't need to automate its processes, or at least optimize some of them. However, it can be challenging to identify which processes will bring real added value to the business. The companies that will stand out in this market are those that can identify the most relevant use cases.
Read the Article

Qolaig Use Case: Automating Customer Returns Management for an Online Cosmetics Brand
In the competitive cosmetics sector, Digital Native Vertical Brands (DNVBs) face unique challenges, particularly concerning returns management. This article explores how Qolaig provided a tailored automation solution for an emerging DNVB in cosmetics, transforming a tedious process into a competitive advantage.
Read the Article
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