Blog

Agentic AEC execution, written out loud.

Essays, benchmarks, and practitioner guides from the VitruAI + ADAIA team.

On-Premise AI for Architecture Firms: Stop Renting, Start Owning

On-premise AI for architecture firms, explained plainly: privacy, a shared data environment, real collaboration, and your own standards — answered.

September 21, 2026

Why Our QA/QC Agent Failed Twice: What It Actually Takes to Build an AI Agent That Works

Inside a live Vitru AI Q&A: why our first QA/QC agent blew its token budget, what actually fixed it, and the six-part blueprint behind every agent…

September 3, 2026

Can AI Agents Actually Close AEC’s 2-Million-Worker Gap?

AEC is short an estimated 2.3 million workers by 2030. Here's the honest read on what AI agents actually fix in that gap — and what…

September 1, 2026

The AI Ascension Path: How AEC Firms Move From Prompts to Autonomous Agents

Inside a live Vitru AI Q&A: why an AI tool that only informs isn't an agent yet, the three-stage path to autonomy, and how AEC firms…

August 27, 2026

The Data Quality Crisis Nobody’s Talking About: Why Your AI Is Only as Good as Your BIM Data

Deloitte calls poor data quality the thing that "frequently undermines the reliability of analytics and AI solutions" industry-wide. Here's what that actually looks like inside a…

August 24, 2026

Building an AI Roadmap for Your AEC Firm: What We Learned From a Live Q&A

What a live Q&A with architecture, engineering, and construction firms revealed about building a real AI roadmap — the mental models, the risks, and where to…

August 20, 2026

Why Most AEC AI Pilots Never Scale (And What Separates the Ones That Do)

Most AEC firms have run an AI pilot. Few have anything running in production. Here's what separates the firms that scale AI from the ones stuck…

August 18, 2026

How to Make AI Agents Predictable for Your AEC Firm

What a live Vitru AI Q&A revealed about building predictable AI agents for AEC firms — the constitution model, deterministic checks, and the ROI framework for…

August 13, 2026

Inside orbit: How We Built Vitru’s AI Subagent System on 50 Years of Computer Science

How Vitru built orbit, our AI agent orchestration layer — borrowing supervision trees from Erlang, process lifecycle from POSIX, and event sourcing from Kafka and Temporal.

August 7, 2026

Your CRM Is Bleeding Leads: How AEC Firms Are Fixing It With AI Agents

In this week's live Q&A, VitruAI co-founder Ian Arden opened up the actual system instruction behind an AI agent that follows up on every dormant lead…

August 6, 2026
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