Every successful delivery starts with clean, reliable data, but most organizations still make big decisions based on broken logic, inconsistent standards, and missing dependencies.
When the data is off, every forecast, KPI, and confidence report is compromised.
Our study shows the impact clearly. Projects with lower schedule quality scores faced an average delay of 260 days, while those with stronger data integrity delivered in 190. Improving data quality alone cut delays by 70 days, almost 10 weeks of earlier delivery.
In this session, we’ll look at what strong data integrity means at scale and why it is the foundation for every credible forecast. You’ll see how the top 2% of organizations automate schedule checks, standardize quality processes, and build a single version of truth their entire business can trust.
We’ll also talk about why this often feels out of reach. The data is massive, the tools are fragmented, and teams are stretched thin. The good news is that AI and automation now make it possible to achieve data confidence at scale without adding headcount.
You’ll walk away with:
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return on investment
hours saved monthly
faster
“The future is very much a partnership between a Planner and Nodes & Links, driving faster on better project performance and therefore, better outcomes.”
return on investment
hours saved monthly
faster
“Nodes & Links enabled us to extract more value out of our project data. We were able to get ahead of risk & gather actionable insights from our existing project data, thus saving both time and money.”
more insights
hours saved monthly
faster
“Using artificial intelligence on TRU West has proved to be an excellent investment. Nodes & Links are showing how the construction industry benefits from smart technology to improve project efficiency & effectiveness.”
