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The Feedback Loop: How Connected Machines Are Changing Project Management

Machine control is the standard, not the differentiator

BY TROY DAHLIN

Today’s jobsites are more connected than ever. While technology is everywhere, from smart wearables and machine controls to digital twins, it is only truly effective if it helps teams safely complete jobs on time and on budget.

Precision measurement technology and AI-enabled, trade-specific workflows allow contractors to deliver highly accurate layouts faster and more effectively. Nowhere is the payoff more apparent than in quality assurance and quality control (QA/QC).

Technology is only fully optimized when it focuses on managing risk, reducing rework, improving documentation and streamlining project management.

Assure Quality in Real Time

QA, which happens before and during a project, requires real-time data as the project evolves. This is made possible by the feedback loops that connected machines create.

Instead of just working faster and more accurately, teams can now be sure the work was done right and have the data to prove it. When data is available immediately, it helps teams make better decisions, boosting productivity, safety and project outcomes.

In a traditional workflow, an operator performs the work, a supervisor checks it, and the data then goes to the office for analysis. This process can take hours or even days before decisions are made.

In a connected setup, machines do the work and record their progress. The data goes straight to the cloud, so project managers and others can see it right away. If changes are needed, they are sent to the machine which updates in real time. This keeps the project moving, even when plans change.

Tools like precision sensors collect data accurately and securely, giving contractors confidence in the data’s reliability — even on complex projects.

Cloud-based collaboration tools let teams share real-time data and work from a single source of truth. AI can then accelerate automation and enrich workflows with insights, helping teams make better decisions with up-to-date information.

Eliminate Data Silos

Too often, technology is just added to existing processes. While it can help teams work together, silos still exist on the jobsite. The real challenge is finding ways to break down these barriers.

To address this, teams must understand the impact of silos — and why removing them matters. Many companies hesitate to fully adopt technology, leading to data silos and teams working without a complete picture of the jobsite.

Some companies are unsure about the benefits or worry that the costs are too high. Others may not know how to get the most out of technology.

When teams use a single source of truth, there are fewer mistakes and less need for costly rework. Cutting down on rework also makes jobsites safer and lowers both financial and human risks from accidents.

Removing silos helps organizations finish projects on time, meet specifications and stay on budget.

A Fully Connected Jobsite: Unlocking New Potential

Modern projects need a complete, big-picture view. When teams understand and use this approach, they open up many new possibilities. For example, contractors can use drone-generated point clouds to track progress, no matter how big or complex the job is. However, data is only powerful when analyzed to track progress and proactively identify potential problems.

Artificial intelligence can accelerate automation and provide insights into workflows, helping teams make better, faster decisions. These trained and advanced AI tools make it easy to visualize changes and outstanding tasks, giving contractors valuable jobsite insights.

AI empowers users to remove obstacles — such as machinery, materials or structures — from digital models, enabling accurate earthwork volume calculations with just a click. This efficiency saves hours and delivers better results.

Take Charge of Quality Management

The future belongs to those who fully embrace technology, harnessing the power of data to make informed decisions. The right technology streamlines data collection, greatly improving speed and reducing costs for contractors. Those who break down silos and adopt intelligent solutions will gain a competitive advantage.

While the technological revolution seems to have picked up steam in recent years, it is far from finished. The proliferation of AI is inescapable, including on the jobsite.

The good news is that as companies hire younger, tech-savvy workers to address talent shortages, silos are starting to disappear. Companies should take this chance to review their workflows, spot any bottlenecks and figure out how to fix them.

Often, small, targeted changes — not a major overhaul — are enough to align workflows and ensure full connectivity. When this happens, silos disappear, and organizations are better positioned to prevent them from forming in the future.