AECO.digital Intelligence System

Our Methodology

Four pillars. One connected system. Every piece of intelligence on AECO.digital is built on the same principle — rigor, independence, and a clear path from signal to action.

The System

The 4 Pillars of AECO.digital

Each pillar serves a specific purpose. But their real power comes from how they work together — creating a complete intelligence layer that takes you from “I heard about this” to “here’s how we deploy it.”

Pillar 01 — The Vetting Lab

Does It Actually Work?

“Neutralizing the Innovation Tax.”

We independently audit and stress-test tools in a controlled sandbox before you deploy them on a live, multi-million dollar project. No demo accounts. No vendor access to findings before publication.

  • Tools & Products Directory — audited and scored
  • New Stack Alerts — fast verdicts on newly launched tools
  • 5-stage audit process with 40+ test scenarios
  • AECO.digital Score (1–100) with Buy / Wait / Avoid verdict
🔬 Explore the Vetting Lab →
Pillar 02 — The Engine Room

Where Is Innovation Happening?

“Engineering the Industry’s Connectivity.”

We map the startups, capital, and talent actively building a more interoperable built environment — tracked continuously, not just at funding announcements.

  • AEC Startup Profiles — 800+ companies tracked
  • Investment Tracker — funding rounds, acquisitions, M&A
  • Market Pulse — event-driven investment signals
  • Early signals before the mainstream press catches up
🚀 Explore the Engine Room →
Pillar 03 — Intelligence

How Do I Actually Implement It?

“Bridging the Gap Between Demo and Reality.”

We translate complex industry trends into actionable implementation steps. Playbooks, not think pieces — designed for practitioners responsible for real-world transformation.

  • AECO Weekly Briefing — every Wednesday, 5 signals + 1 playbook
  • Implementation Guides — step-by-step deployment playbooks
  • Intelligence Archive — fully searchable, permanently accessible
  • Reads in under 10 minutes. Walk away with something you can use.
💡 Explore Intelligence →
Pillar 04 — The Ecosystem

Where Does It Fit in the Stack?

“Navigating the Macro Landscape.”

We track industry giants, standards evolution, and global events so you understand where the market is heading — and how today’s decisions fit into tomorrow’s landscape.

  • Giant Tracker — Autodesk, Procore, Trimble, Bentley & more
  • Standards & Policy — ISO 19650, IFC, EU AI Act, procurement mandates
  • Global Events — curated calendar with pre-event intelligence
  • Giants Signal — acquisition and platform move analysis
🌍 Explore the Ecosystem →
How They Connect

Each Pillar Feeds the Next

AECO.digital is built on a connected system. A startup surfaces in the Engine Room. The Vetting Lab tests it. Intelligence writes the playbook. Ecosystem maps where it fits. No isolated information. No context vacuum.

01 Engine Room

Identifies the Signal

A startup closes a Series A. We track it, profile it, and flag it as worth watching — before the industry press picks it up.

02 Vetting Lab

Tests the Tool

We deploy it in a sandbox against real project data. Run 40+ test scenarios. Publish a scored verdict — independent, methodology-first.

03 Intelligence

Creates the Playbook

Audit results become an implementation guide: real timelines, real costs, genuine use-case qualifications. From “it works” to “here’s how you deploy it.”

04 Ecosystem

Positions It in the Stack

We track API compatibility, standards alignment, and how it fits with Autodesk, Procore, and ISO 19650. Future-proof context, not just present-day hype.

Real-World Example

The AI Scheduling Tool

🚀 Engine Room

Discovers new AI scheduling startup with $10M Series A. Added to startup directory and investment tracker.

🔬 Vetting Lab

Audits tool: 78/100. Works with Procore. 15% time savings verified. Limitations documented.

💡 Intelligence

“6-Week AI Scheduling Rollout Playbook” published with real implementation steps and cost breakdown.

🌍 Ecosystem

Tracks API compatibility, ISO 19650 compliance, and Autodesk roadmap alignment. Added to Giant Tracker.

The complete picture: A new tool emerged (Engine Room) → it actually works (Vetting Lab) → here’s how to implement it (Intelligence) → here’s where it fits in your stack (Ecosystem). No hype. No guesswork. Just signal.

Why It Matters

Built Different. By Design.

Most AEC intelligence platforms are either vendor-funded, fragmented, or theoretical. AECO.digital is none of these. The methodology is built around a single principle: you should be able to act on everything we publish.

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No Isolated Information

You don’t get funding news without technical validation. You don’t get tool reviews without implementation guidance. Every signal connects to context, and every piece of context connects to action. The four pillars are a system, not four separate feeds.

📡

Context Over Noise

Every piece of intelligence fits into a larger system. You understand not just what’s new, but why it matters to your organization — and how it connects to the funding landscape, the standards environment, and the platform giants shaping your stack.

Action Over Observation

We don’t just report trends. We translate them into playbooks. Every briefing, every audit, every implementation guide is built to move you from “that’s interesting” to “here’s how we implement it.” Observation is just the beginning.

🧭

Future-Proof Decisions

With Ecosystem tracking, you know how new tools fit into standards and giant platforms. Make decisions that won’t be obsolete in 6 months. Understand the macro forces before they force your hand — standards mandates, platform acquisitions, API changes.

Editorial Independence

We Show Our Work. Every Time.

Independent doesn’t mean unaffiliated. It means we disclose every relationship, publish every methodology, and stand behind every verdict — even when it’s inconvenient. Think Consumer Reports for AEC technology.

  • All audits use a published, vendor-blind scoring methodology
  • Commercial partnerships are fully disclosed on every relevant page
  • Tool scores are never modified in exchange for business relationships
  • Vendors have zero access to findings before publication
  • Editorial decisions are made independently from business development
The Intelligence Layer
Ready to Put the System to Work?

Start with the AECO Weekly Briefing — the fastest way to see all four pillars working in one place, every Wednesday.

📬 Subscribe Free 🔬 See the Vetting Lab
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