Orange County, Anaheim, CA

Most of my conversations with contractors start with financial results and end up focusing on what's driving them.  Their claims, safety training, and inspection data usually signal a problem before it shows up in financials. By the time their experience mod or insurance spend increased, the conditions driving those outcomes had been in place for a while.  That's why the most valuable role of data is helping leaders see what's happening right now. 

I've found that most contractors don't lack data. Their challenge is connecting their data and making sense of what it's telling them.  When data is viewed in context instead of in separate buckets, trends and cost pressures become more visible. That information starts to tell a different story about what's really happening.

Seeing those signals earlier allowed them to strengthen supervision, improve training, and direct resources before issues became expensive problems. That's when conversations changed from "How do we think we're doing?" to "What does the evidence show?" That shift results in fewer injuries and more stable costs.

I'm very interested in hearing how others here are using data to connect operational performance to financial results.

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Shawn Michael Burnstein
Principal
Patriot Growth Insurance Services, LLC
shawn.burnstein@patriotgis.com
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We see the same thing. Financial results are usually the lagging indicator. The useful signals show up earlier in how the project is being run.

Missed schedule days, labor running over plan, repeated safety or inspection failures, idle equipment, work progressing faster than billing, or completed CO work sitting unbilled can all point to margin pressure before it shows up in the financials.

The real value comes from looking at these as trends across the business, not just issues on one project. Are the same teams missing schedule? Are certain trades driving overruns? Are COs consistently sitting unbilled? Is equipment idle too long?

When cost codes connect budget, schedule and field activity, you can move from "what happened on this job?" to "what pattern are we seeing across the business?" - while there is still time to act.  

It is crucial to identify early indicators of downstream margin erosion and use a system that makes it easy for both field and office teams to capture the data. Over time, trends in those indicators can help predict cost escalation and profit fade. Ease of setup and data capture should be a non-issue with the right solution.

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Shanthi Rajan
CEO-Founder
Linarc
www.linarc.com
Austin, LA, NYC
shanthi@linarc.com
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