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The AI questions you're asking are the right ones. Here's how to press further.

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Gustavo de Bardeci, APAC Territory Manager at Revizto, has spent the last two years listening to how AEC buyers talk about AI — and says the shift in their questions is a better signal than anything a vendor puts in a pitch deck. He shared this with Andrea Ciaffi on the Digital Construction Podcast.

Key takeaway: If you've stopped asking "what does your AI do" and started asking "what does it actually change," you're already ahead of where most buying conversations were two years ago — and that instinct is worth pushing further before you commit to anything.

A year or two ago, most conversations I had with customers about AI were broad and theoretical. People were curious, a little skeptical, and mostly asking what it meant for them without a specific problem attached. That's changed. Now the questions are practical: will this reduce admin, will it support a real decision, will it help my team manage project information better. If that's the question you're already asking, you're not being difficult. You're asking exactly what you should be.

"[My customers] are less impressed by the word AI now, and more interested in whether it solves something real."
Gustavo de Bardeci

Three questions worth asking about AI inside your project 

Based on what separates a real shift from a talking point, here's where I'd push if I were sitting on your side of the table:

  • Does this change a decision, or just describe one? A lot of AI in construction software still summarizes information you already had. That's useful, but it's not the same as changing what you'd actually do differently on a project.
  • Would this survive contact with your busiest week? AI that only works when someone has time to set it up carefully doesn't hold up on a live project. Ask what it looks like when your team is already stretched.
  • Is the salesperson talking about your workflow, or their roadmap? If every answer routes back to what's coming next quarter rather than what works today, that's worth noticing.

Where AI genuinely helps — and where your tech vendor should be specific 

AI is legitimately reshaping research, account planning, summarizing information, and drafting — inside vendor teams and, increasingly, inside AEC teams too. That's real, and it's useful. What it hasn't replaced is the harder part: someone who understands your project context well enough to know what you actually need versus what you're asking for on the surface.

That matters for how you evaluate a vendor's team, not just their product. Once everyone has access to similar AI tooling, the differentiator isn't who has it first — it's who can apply it to your specific situation without you having to translate for them. If a vendor's people can't do that translation themselves, the AI features underneath won't make up the difference.

What to expect from a vendor relationship that's actually working

A healthy relationship with a technology vendor should include some friction — not constant agreement. If every question you ask gets a yes, that's usually a sign you're not getting a real answer about fit. The vendors worth working with will tell you when something isn't the right match for how your team actually operates, even if that costs them the deal in the short term.

That's also where feedback should be structured, not just collected. If you're raising the same issue repeatedly and it disappears into a support queue, that's worth asking about directly — the best vendor teams route recurring patterns back to product decisions, not just individual tickets.

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If you've already started asking that question of every AI claim that lands on your desk, trust that instinct. It's the right one.

If you want to put that same question to us directly, talk to our team about how AI works inside Revizto — we'd rather you ask it than assume the answer.

Gustavo de Bardeci
Gustavo de Bardeci
APAC Territory Manager
Gustavo de Bardeci is APAC Territory Manager at Revizto, with a career spanning enterprise software at Oracle and IBM before moving into construction technology at Aconex and now Revizto.

FAQs

Ask whether it changes a decision your team makes, or simply describes information you already had. According to Gustavo de Bardeci, APAC Territory Manager at Revizto, the clearest signal is whether it holds up during your team's busiest, least-flexible weeks — not just in a controlled demo.

Whether the feature changes a real decision, whether it works under normal project pressure rather than ideal conditions, and whether the vendor's team is speaking to your actual workflow rather than their future roadmap.

Yes. According to de Bardesi, AEC buyer questions have shifted from broad and theoretical to specific and practical — a sign the market is maturing past early AI hype.

One that includes honest pushback, not constant agreement. De Bardesi argues a vendor willing to say something isn't the right fit is more trustworthy than one that agrees to everything.

By separating one-off complaints from repeated patterns and routing the patterns back into product decisions — a role customer success teams and industry consultants are typically closest to.