Frequently asked questions
Edilizia9 min2026-06-27
Share this article
Related Articles
AI Copilots for Construction Quoting: Why Full Automation Is the Wrong Goal for Computo Metrico
Construction quoting is high-stakes, not repetitive. Here's why an AI copilot with human review beats a fully autonomous agent on computo metrico work.
Choosing Low-Carbon Materials at the Design Stage: How Architects Decide Before Certified LCA Assessment
Most embodied-carbon decisions get locked in during design, yet certified LCA assessment often arrives once the project is nearly fixed. Here is how architects compare material strategies before that point — with Elementa as a concrete example.
Fast Construction Quotes: Why the First Response Wins the Job (and How to Answer in 24 Hours)
In private construction work, the first serious offer anchors the negotiation: responding within an hour makes qualifying the client 7x more likely, yet a manual quote costs 4-8 hours of technical office time. How to compress the takeoff → pricing → offer flow into one step, with Compivo as a concrete example.
Mike Cecconello
Founder, SUPALABS
Founder of SUPALABS, an embedded AI operator for European companies. Works inside client organisations to rebuild how work runs — designing and shipping production AI systems across finance, operations, HR and customer support, then handing ownership to the client's own team.
5+ years building AI and automation systems for European companies
- AI-Native Process Redesign
- Production AI Systems
- Embedded Delivery
- Enterprise AI Strategy
