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Robotics, life science, industry and software. Projects our team has worked on, told through images, experiences and solutions.

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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.

An AI assistant
for maritime assets.

Consumption, systems and maintenance. Vessel data becomes a conversation, from onboard sources to the answers people need.

Skill AIConnected assessment
32 skills3 AI agents4 report outputs
SKILL RELATIONSHIP MAP
Selected skillConnected skill

AI for assessment
and management development.

32 skills, understood through their relationships. Three AI agents turn assessments into descriptions, training priorities and personalised development suggestions.

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.

AI assistant
for job search.

From the first question to the next opportunity. A WhatsApp conversation builds a profile, suggests relevant jobs and keeps candidates engaged.

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

AI technical support
for medical devices.

Manuals, spare parts and device status in one conversation. Two MCP servers connect technical knowledge and operational data to support technicians, workshops and warehouse teams.

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
Connect measurements with context.

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

Architecture illustration

AI for biochemical
process optimisation.

Process data, expert knowledge and scientific research. An AI architecture to explore know-how and guide process improvement.

AI 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

AI Job Tower:
explore talent market insights through conversation.

AI Job Tower turns job postings into a continuously updated labour market intelligence platform: skill premiums, trends and company signals to inform staffing, upskilling and business development.

What could we build together?

Start with a problem, a vision or a piece of knowledge to put to work.

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

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