From Data Lake Fatigue to Growth Levers: Turning Construction Data into Action with Matt Bates (McNabb)

From Data Lake Fatigue to Growth Levers: Turning Construction Data into Action with Matt Bates (McNabb)

Published on September 10, 20251:00:50

From Data Lake Fatigue to Growth Levers: Turning Construction Data into Action with Matt Bates (McNabb)

--:--
--:--

markdown# SHOW NOTES: SOLVING ENTERPRISE DATA GRIDLOCK Hosts: Marcel Berger & Rudi Khoury Guest: Matt Bates (IT Leader, McNabb) THE PROBLEM McNabb’s growth explosion (250→600 staff) created instant data chaos: Construction core + 5 new business units Insights trapped in spreadsheets and chat threads Teams starving for decision-ready data Traditional BI timelines blocking action KILL THE ANALYSIS PARALYSIS One insight beats a dashboard: Identify the single metric that unlocks growth for each unit Ship at 80%: Perfect data is the enemy of useful data Prove then improve: Enterprise-engineer only what delivers results Prototype with no-code: Test concepts before heavy investment Zero-copy architecture: Connect to source data instead of endless ETL cycles REAL WINS Safety reports: Weeks → minutes Estimating benchmarks: Instant cost calculators Supply chain visibility: Cross-unit material optimization BREAKTHROUGH QUESTIONS What’s the one insight your teams need tomorrow, not next quarter? Where are you wasting time getting 100% when 80% unlocks action? Which team is most ready to pilot a rapid approach? What data could you access without moving it? How much is delayed decision-making actually costing you? CONNECT & SHARE Listen: Apple | Spotify | YouTube Follow: @listentotheroot across all platforms Website: therootpodcast.com Guest: Matt Bates Hosts: Marcel Berger | Rudi Khoury Tags: #DataStrategy #Construction #BusinessIntelligence #DecisionMaking Share link: therootpodcast.com/data-gridlock Newsletter: therootpodcast.com/subscribe © 2025 The Root Podcast

Show Notes

markdown# SHOW NOTES: SOLVING ENTERPRISE DATA GRIDLOCK

Hosts: Marcel Berger & Rudi Khoury
Guest: Matt Bates (IT Leader, McNabb)

THE PROBLEM

McNabb’s growth explosion (250→600 staff) created instant data chaos:

  • Construction core + 5 new business units
  • Insights trapped in spreadsheets and chat threads
  • Teams starving for decision-ready data
  • Traditional BI timelines blocking action

KILL THE ANALYSIS PARALYSIS

  1. One insight beats a dashboard: Identify the single metric that unlocks growth for each unit
  2. Ship at 80%: Perfect data is the enemy of useful data
  3. Prove then improve: Enterprise-engineer only what delivers results
  4. Prototype with no-code: Test concepts before heavy investment
  5. Zero-copy architecture: Connect to source data instead of endless ETL cycles

REAL WINS

  • Safety reports: Weeks → minutes
  • Estimating benchmarks: Instant cost calculators
  • Supply chain visibility: Cross-unit material optimization

BREAKTHROUGH QUESTIONS

  1. What’s the one insight your teams need tomorrow, not next quarter?
  2. Where are you wasting time getting 100% when 80% unlocks action?
  3. Which team is most ready to pilot a rapid approach?
  4. What data could you access without moving it?
  5. How much is delayed decision-making actually costing you?
Share This Episode: