We shape ideas.And bring themto market.

We turn knowledge and new technologies into products, platforms and solutions for businesses.

All projects by our team
How much fuel is used in port? Over the last 24 hours in port: 2.4 t Hourly average: 100 kg/h. And the circuit temperature? Cooling circuit: 76.2 °C Last reading: 10:42. The generator’s last service? Auxiliary generator A1: 12 September Filters replaced and fluid levels checked.
Skill AIConnected assessment
32 skills3 AI agents4 report outputs
SKILL RELATIONSHIP MAP
Selected skillConnected skill
Job AI: Hi! What kind of work are you looking for? Candidate: Restaurant shifts in Milan, mainly at weekends. Job AI: Great. What hospitality experience do you have? Candidate: Two years in restaurants and events. Job AI: Here’s a shift that fits your preferences. Candidate: Who decides whether I get the job? Job AI: The company chooses from the applicants. If selected, you’ll receive a notification in the app. Candidate: Can I ask them about the shift? Job AI: Once hired, you can chat with the employer and your shift team in the app. Job AI: A new weekend shift is available in Milan. Would you like to see it? Candidate: Yes, please! Job AI: Let’s review the details in the app.
Service AIConnected technical support2 MCP servers
TECHNICIAN’S QUESTION

Which procedure and parts support this service task?

MCP SERVER 01

Technical knowledge

Search · Fetch

Technical vector storeManuals · Procedures · Error codes
MCP SERVER 02

Operational data

Inventory · Work records

Connected business systemsParts · Serial numbers · Work status
Service AIConversational agent
ANSWER CONTEXT

One connected view

Relevant procedureProcedureTechnical documentation
Parts availabilityPartsInventory records
Device work statusWork statusWorkshop records
01 Understand the question02 Retrieve the context03 Connect the answer
BIOCHEMICAL PROCESS INTELLIGENCEConnect knowledge. Explore possibilities.A conceptual architecture for data-informed process improvement.ARCHITECTURE OVERVIEW05DECISIONS04EXPLORATION03INTELLIGENCE02KNOWLEDGE01SOURCESITERATEExpert decisionsReview · validate · iterateOptimisation hypothesesResearch directions to assessKPI frameworkOperational measures · RoadmapPredictive modellingWhat-if scenarios · RoadmapScientific AI assistantQuestions · evidence · sourcesStructured datasetsQuality · context · consistencyProcess contextExperience · shared understandingKnowledge memorySemantic search · topic retrievalProcess & lab dataMeasurements and observationsExpert knowledgeOperational know-howScientific literatureSelected research and publicationsData & knowledge foundationsModelling & optimisation roadmapEXPERT-LED / HUMAN REVIEW

BIOCHEMICAL PROCESS INTELLIGENCE

01
Data & expert knowledgeMeasurements · Context · Literature
02
Scientific AIKnowledge memory · Evidence · Sources
03
Optimisation roadmapKPI · Models · Hypotheses to validate

Expert review → Experimental validation

Connect measurements with context.

Process data, expert knowledge and scientific literature form complementary sources for the architecture.

Architecture illustration
Job TowerTalent intelligence workspace
Interactive project demo
01 / SOURCES02 / STRUCTURE03 / CONNECT04 / EXPLORE Job postingsAI extractionDataset + MCPAI workspace New snapshots refresh the data foundation
01 / SOURCESJob postings
02 / STRUCTUREAI extraction
03 / CONNECTDataset + MCP
04 / EXPLOREAI workspace

New snapshots refresh the data foundation

ASK YOUR MARKET
Where should we focus our T&M offering?
MCP · Query the refreshed dataset

Start with the demand for your available skills.

Explore skill demand, then narrow the analysis to roles, locations and companies that match your team.

01 Compare skills02 Filter companies03 Build a shortlist
SKILL OPPORTUNITY SIGNAL

Read demand in context.

Job postings per 100 observed applications

gRPC
3.68
Prometheus
3.25
Grafana
3.20
GitHub Actions
3.18
Rust
3.11
Ansible
3.03

Historical six-skill excerpt. A ratio of postings to applications, not a measure of candidate quality.

01 / PAY PREMIUMCompensation differences
02 / TIME PREMIUMDemand over time
03 / POSTING PREMIUMDemand intensity

Humanoid robotics
in production.

Bending, welding and stamping. An assessment of processes and costs to design the first pilot and integration roadmap.

The era of
Super Intelligence.New capabilities
for your business.

Expand what you can imagine.

Explore new opportunities. Imagine products and solutions that open new markets.

Enhance what you can do.

Build your skills and give your team the tools to go further.

Increase what you can achieve.

Connect AI agents to your processes and systems. Turn ideas into work that gets done.

Pioneers in AI adoption in Italy.

We helped bring AI into Italian businesses, training over 3,000 professionals and managers. In our workshops, new technologies become skills, ideas and decisions.

3,000+

professionals and managers trained

through our AI workshops

Companies represented at our AI workshops.

Managers and professionals from Italian and international companies have taken part in our AI workshops. *

  • ABB
  • L’Oréal
  • Siemens
  • Prada
  • Enel
  • Nestlé
  • Schneider Electric
  • DHL Global Forwarding
  • Brembo
  • Intesa Sanpaolo
  • Leonardo
  • Sky Italia
  • STMicroelectronics
  • Gucci
  • Eni
  • Amazon
  • IVECO
  • illycaffè
  • Thales Alenia Space
  • ITA Airways
  • Angelini Pharma
  • Leroy Merlin
  • Pfizer
  • Bulgari

Ideas that
move businesses.

Production, research, markets and new business models. In our workshops, technology becomes a concrete conversation about what businesses can do next.

Agentic AI for production

Planning, progress and coordination across teams: AI on the factory floor.

GEO: getting found by AI

How brand visibility changes in the answers of generative search engines.

ChatGPT Apps & Agentic Commerce

New shopping experiences, inside conversations with AI.

Agentic AI for research and development

Explore scientific knowledge, connect evidence and open new paths to innovation.

Agentic AI for humanoid robotics

From intelligence to motion: applications and pathways to bring humanoid robots into business.

Agentic AI for cosmetics

Explore ingredients, effects and consumer feedback to give product development a new direction.

Explore more workshop topics

Agentic AI for project management

Connecting information, people and activities, from order to delivery.

AI for procurement and supply chain

AI agents to interpret requirements, assess suppliers and manage priorities.

AI Run for Telcos

AI applications in telecommunications operations and services.

Voice AI and voice agents

Conversations that turn into action across support, services and business processes.

The intelligent technical archive

AI to find and use the documents and knowledge held by engineering teams.

Agentic AI for the chemicals industry

Connect process data and chemical knowledge to explore solutions, materials and formulations.

From workshops to strategic decisions.

One-to-one sessions with business leaders to identify opportunities and define AI roadmaps, processes and architectures. *

  • Enel
  • Kerakoll
  • EFG Bank
  • Fresh Del Monte
  • OTB
  • ABB
  • NSG Group
  • Disaronno Group / Illva Saronno Holding
  • Gruppo Montenegro
  • ELT Group

Super Intelligence.
In your business.

Two paths. People who can do more. Agents that put intelligence to work.

SI Adoption

More capability.
For your people.

Training, strategy and hands-on support to make AI part of everyday work. From your first use cases to a team that knows how to lead the change.

Upskilling · Strategy · AI Partner

Empower your team

SI Agents

Intelligence at work.
In your processes.

We design AI agents connected to your data and business systems. They carry out tasks and coordinate workflows, with defined permissions and human oversight.

AI Agents · Workflow · Integration

Discover what you can delegate

One Group.
More possibilities.

ICAREX brings together Energy, Software and SI. Three companies with their own expertise, united by the ambition to excel in their respective fields.

Explore the group
+11M€
Aggregate value of production2025
3
Companies in the group

Build your own group of companies.

From finding a buyer or the right company to transforming and integrating the business. We can help you connect the next steps.

Explore M&A & Transformation

Tell us about your challenge.

Your people, your processes or a new project. Let’s find the right place to start.

Or email us directlyinfo@icarex.ai

Fields marked with * are required.

We look forward to hearing what you have in mind.