Insights
Artificial intelligence for business: services and case studies.
Five services and five real projects: how Clait builds custom models, agents and automation, and supports businesses with AI consulting and training.
01 — Services
Services.
- Service · 01Custom Machine Learning modelsClait designs proprietary Machine Learning models, built from scratch on a company’s own data, and runs the whole pipeline: from collecting and preparing the data to production deployment and long-term maintenance.From raw data to model · Complex use cases · Compliance & GDPR
- Service · 02AI agentic systems for complex processesClait develops LLM-based agentic systems: specialised AI agents that work together to orchestrate complex workflows, make decisions, correct themselves and work with the data and tools a company already uses.Agentic systems · Works with your tools · Automation
- Service · 03Business process automation with AIClait automates repetitive, high-volume processes by building AI into day-to-day operations: customer emails and requests, ticketing, data entry, document workflows and back office. Standard tasks are handled autonomously; cases that need attention go to the right people.High-volume processes · Escalation to people · Operational consistency
- Service · 04AI consulting: strategy, roadmap and pilot projectsClait guides companies through AI adoption, from the first idea to production: it assesses the organisation’s AI maturity, identifies use cases with a realistic ROI, builds a technical and organisational roadmap and follows the first pilot projects through to go-live.Where AI creates value · Process analysis · Adoption roadmap
- Service · 05AI training for companies, teams and managersClait trains teams and managers in artificial intelligence through practical, tailored programmes, so they use AI tools consciously, transparently and in line with regulations. The offer includes five modular programmes, from 4 hours to full days.Teams & professionals · Safe, conscious use · Tailored programmes
02 — Case studies
Case studies.
- Case study · 0199.2%accuracy on Italian platesReal-time license plate recognition with deep learningClait developed a proprietary ALPR (Automatic License Plate Recognition) pipeline that locates the plate, reads its characters and identifies its country in under 200 milliseconds on a standard CPU, with 99.2% accuracy on Italian plates.Machine Learning · Computer vision
- Case study · 02Querying a database in natural languageClait built a conversational business intelligence platform: staff type a question in plain language, the system turns it into an optimised SQL query and returns an interactive chart, with no SQL knowledge needed.Agentic systems · LLM · SQL
- Case study · 03A RAG-based AI assistant for an e-learning platformClait built a RAG-based AI assistant for a Moodle e-learning platform: it reads and indexes the courses’ PDF documents and answers learners’ questions only from the courses they are enrolled in, citing document and page.RAG · LLM · E-learning
- Case study · 04Automating business email with AIClait developed an LLM-based AI assistant that analyses every email addressed to staff, answers standard requests from a knowledge base on the company’s services and information, and forwards to staff only the requests that need a specialist.LLM · Automation · Knowledge base
- Case study · 05AI agents for company researchBrandy is an internal Clait project: starting from a company’s website, a multi-agent system gathers information from public sources, structures it into a report and drafts strategies and first-contact messages, supporting lead generation and prospecting.Agentic systems · Lead generation
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