The reality of
HVAC work
HVAC decisions rarely fail in theory.
They fail in practice. Installers must evaluate systems across multiple variables:
• building size
• climate conditions
• equipment compatibility
• interaction with electrical and automation systems
Small mistakes can lead to:
• reduced efficiency
• oversized systems
• unstable operation
• higher operating costs
And the responsibility remains with the installer.
What usually goes wrong
Where problems typically appear:
• nominal COP values misinterpreted
• incorrect system sizing
• ventilation airflow not verified
• installation designed in energy-ideal conditions
• incompatibility between components
Many systems fail not because equipment is bad, but because system integration was misunderstood.
What Assemblico actually changes
Assemblico introduces structured system analysis. Instead of:
• comparing marketing data sheets
• trusting nominal performance values
• guessing system behaviour
Installers work with:
• structured system-level reasoning
• performance-oriented comparisons
• technical compatibility analysis
AdvisorAI supports HVAC decisions across the entire system.
Micro Case Study
Product Comparison AI
User:
Compare R32 vs R410A heat pump, 12kW capacity.
CompareAI:
• COP efficiency difference
• Refrigerant environmental impact (GWP)
• Operating temperature range
• Regulatory status (EU F-Gas)
• Electrical load requirements
Result:
R32 offers lower GWP and higher efficiency under partial load.
Technical Advisory AI
User:
Can I use R410A system in new installation in 2026?
AdvisorAI:
EU F-Gas regulation limits future use of high-GWP refrigerants.
R410A may face restrictions depending on application and system size. Consider R32 or low-GWP alternatives.
AdvisorAI Tools for HVAC
HVAC professionals can use several tools to support system decisions.
Question Engine
Ask system design questions and receive structured explanations based on HVAC engineering principles.
Product Match
Identify HVAC equipment that matches system requirements.
Technical Calculation
Evaluate system sizing, airflow requirements and heating or cooling capacity.
ROI & Energy Savings
Estimate energy consumption, operating costs and long-term system efficiency.
Investor Report
Generate professional documentation explaining HVAC system decisions.
HVAC does not work alone
HVAC installations interact with many other building systems. Your installation decisions affect:
• electrical infrastructure
• building energy performance
• automation systems
• user comfort and compliance
Assemblico helps installers understand these connections without mixing responsibilities.
Why this matters for you
Working with HVAC systems becomes easier when decisions are based on structured analysis. Benefits include:
• clearer interpretation of performance data
• reduced oversizing and underperformance risk
• structured system-level reasoning
• greater professional credibility
• fewer post-installation issues
This is not a product catalogue.
It is a professional decision tool.

Make HVAC decisions based on system performance
Assemblico combines engineering knowledge, product intelligence and decision tools designed for HVAC professionals. From system questions to final installation decisions, the platform helps installers work faster and more confidently.
