Nov 12, 2025
Realizing AEC’s full potential: Putting data to work with Speckle
Taking back control of your data
Seckle's mission is clear: to help you grow your business faster by realizing more value from the models and data your teams spend so much time creating.
The shift to digital should uplift the entire industry and enable you to do more with less, not just create new siloes and more rework.
AEC firms need to take back control of their intellectual property. Too much valuable information is still locked away in tools that don’t talk to each other. Speckle makes it easy to liberate that data.
Our goal is to:
- Make data accessible to everyone.
- Make data useful for everyone.
- Extract business value from every single project.
But how do you connect information across all your siloes, even as they continue to multiply?
That’s where a data layer comes in.
With Speckle, each object in your model becomes a row in a database, allowing you to track structure, relationships, and meaning with precision.

SpeckleCon 2025 Keynote presentation
Speckle Intelligence: From data overload to data value
We’ve all seen the stats; most data generated in AEC goes unused. That’s not just a missed opportunity; it’s actively hurting the industry’s bottom line.
Take a simple example. When project partners work from outdated model versions because it’s too slow or complex to update them frequently, quantities become incorrect, errors creep in, and time is wasted on rework.
Every BIM model is, at its core, a massive database. Speckle makes it easy to extract insights, not just consume static information.
You don't need dashboards that update once a week or once a month. You need live insights, not stale reports.
That’s why we built Speckle Intelligence, a platform that goes beyond the limitations of traditional BI tools like Power BI when it comes to 3D data. With Speckle Intelligence, you can build fast, live, shareable, and powerful analytics dashboards—from element counts to carbon calculations—directly within Speckle.
Create a workspace and gain early access to fast and powerful analytics dashboards in Speckle.
Speckle's growth focus: Enterprise solutions
We're excited to announce Speckle Enterprise in response to customer demand for an engagement model that enables them to extend Speckle and data access to all their stakeholders.
With Speckle Enterprise, we're moving from seat-based licensing to sync-based pricing to align with modern data platform models.
No more rationing seats or gatekeeping, everyone from executives to junior team members gets access, breaking down silos and enabling true data access and collaboration without budget anxiety or IT overhead.
Introducing the Speckle to Autodesk Construction Cloud integration
We also announced our Speckle to Autodesk Construction Cloud integration, now available to enterprise customers.
This lets you automatically sync your ACC Revit models with Speckle, unlocking your data to drive better outcomes through analytics, access, and automation.
With every project change, your data is synced automatically, giving you access to historical insights and real-time analytics.
Key highlights:
- Unlock ACC models for everyone. Your whole team can now view ACC data in incredibly intuitive models and reports, without needing dedicated licenses for every stakeholder.
- ACC to Power BI. Activate dashboards that refresh automatically whenever your ACC files change.
- Skip custom coding. Speckle replaces multiple integrations with out-of-the-box dashboards, automation, and granular data access.
Create a workspace and gain early access to fast and powerful analytics dashboards in Speckle.
Speckle automation: Generally available for enterprise customers
You're probably already doing some automation, too. But most firms still rely on one-off scripts that break when a designer is out of the office, or when software versions change.
It’s time to operationalize your automation and move from project-specific scripts to an enterprise-wide automation backbone. That’s exactly what the Speckle's automation engine can enable.
The most common use case we see is data quality checks. Imagine automatically tracking what percentage of elements in your model meet project standards, and catching errors in real time as the design progresses.
Then, when your CEO wants to identify your most successful projects using AI—or your client asks you to streamline your next hospital design—you’ll have a clean, normalized dataset ready to go.
Create a workspace and gain early access to fast and powerful analytics dashboards in Speckle.
Speckle: From design data to business intelligence
The AEC industry has remained surprisingly data-immature—not from a lack of expertise, but because the right tools didn’t exist. Until now.
Speckle supports you at every stage of your data journey, whether starting or managing a complex multi-tool ecosystem.
Built enterprise-ready, Speckle meets the strictest security, governance, and regional requirements. Start with our open source core, always free, then turn data into real business value with Workspace, and scale access across your organization with Speckle Enterprise.
With Speckle Intelligence, Speckle Automate, and our ACC cloud integration now at your fingertips, there’s never been a better time to take control and put your data to work.

Dimitrie Stefanescu
Founder & CEO