Episodes

  • S1E7 – AI Agents and Rethinking Construction Tech Adoption with Ethan Ow (Wenti Labs)
    Oct 13 2025

    “What if construction isn’t tech-averse just misread?”Is construction really slow to adopt technology, or have we been building the wrong tools? In this episode of The Structural Intelligence Podcast, Owen Keenan sits down with Ethan Ow, Co-Founder & CEO of Wenti Labs, to challenge the myth of resistance in the field. Ethan shares how his team is embedding AI directly into the tools site teams already use: automating safety checks, reporting, and documentation straight from WhatsApp.From his early days managing projects on site to building AI agents that act like digital interns, Ethan explains how technology can adapt to construction workflows instead of forcing teams to adapt to tech. Together, they unpack the mindset shift needed for the industry to finally make AI fit-for-purpose.🔑 Key Takeaways:- Why construction’s problem isn’t tech aversion it’s tool misalignment- How Wenti Labs turns WhatsApp chats into structured project data- How AI agents can automate safety tracking, documentation, and reporting- Why treating AI like an “intern,” not a replacement, drives better adoption- Why starting small is the key to innovation that actually sticks on site- Lessons from building AI tools that adapt to construction not the other way around⏱ Timestamps:00:00:00 – Rethinking Construction Tech Adoption00:02:07 – Ethan’s Early Journey00:06:23 – Real-Time Data in Construction00:10:10 – Designing AI for the Chaos of Construction00:16:39 – How Wenti Labs Works on Site00:25:50 – Closing the Communication Gap on Site00:30:54 – Turning WhatsApp Chats into Structured Data00:33:20 – Automating Concrete Tracking and Documentation00:35:03 – Treating AI Like an Intern, Not a Replacement00:43:30 – The Mindset Shift Construction Needs🔗 Guest: Ethan OwCo-Founder & CEO, Wenti LabsWebsite: https://www.wentilabs.com/LinkedIn (Company): https://sg.linkedin.com/company/wentilabsLinkedIn (Ethan Ow): https://sg.linkedin.com/in/ethanow🎧 Host & LinksLinkedIn: Owen KeenanSpotify: Structural Intelligence PodcastYouTube: @Structural-IntelligenceVoiceInspect.ai (AI for inspections): www.voiceinspect.ai👉 Subscribe to the Structural Intelligence Podcast on YouTube and Spotify to stay updated on new episodes.

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    47 mins
  • S1E6 - Inside Civils.ai: Explore Stevan Lukic’s Leap from Engineer to Tech Founder long before the AI hype
    Sep 4 2025

    How does a civil engineer go from designing tunnels to building an AI startup?


    In this episode of The Structural Intelligence Podcast, Owen Keenan interviews Stevan Lukic, founder and CEO of Civils.ai a startup transforming how engineering teams use AI to extract data from construction documents. Before ChatGPT, before the hype, Stevan was already teaching himself to code and building automation tools for geotechnical logs, CAD drawings, and pre-construction workflows.


    They explore the mindset shift from consultant to founder, the real challenges of launching a construction tech startup, and why the future of engineering is built on data, not just drawings.


    Timestamps:
    00:00:00 – Before the AI hype: Stevan's vision for engineering00:02:00 – From tunnels to tech founder: Stevan's journey00:06:00 – Lessons from engineering vs startup culture00:09:40 – Teaching himself to code and founding Civils.ai00:15:00 – The startup journey: accelerators, funding, and product fit00:19:50 – What Civils.ai does solving problems trapped in PDFs00:26:00 – Extracting data from drawings the holy grail of construction AI00:29:00 – Civils.ai vs ChatGPT why specialized tools matter00:33:00 – Barriers to AI adoption in engineering00:42:00 – The future of engineers in the AI era


    👉 Subscribe to the Structural Intelligence Podcast on YouTube and Spotify to stay updated on new episodes.


    Host & Links

    • LinkedIn: Owen Keenan

    • Spotify: Structural Intelligence Podcast

    • YouTube: @Structural-Intelligence

    • VoiceInspect.ai: www.voiceinspect.ai

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    49 mins
  • S1E5 – No Dev, No Problem: How a Civil Engineer Coded His Own Automation Tool for Stormwater Modelling using AI (w/ Sebastian Masset)
    Aug 8 2025

    What happens when a civil engineer decides to stop waiting for better tools and builds one himself? In this episode, Owen Keenan talks with Sebastian Masset, the creator of HECFlow, a Python-based automation tool for stormwater modelling in HEC-HMS.


    They explore how Sebastian transitioned from spreadsheets to scripting, what role AI played in the process, and how any engineer can start bridging the gap between domain expertise and software.


    Timestamps:

    00:00 Introduction to Engineering Tools

    00:11 Meet Sebastian Masset: Civil Engineer and Innovator

    02:21 Sebastian's Journey into Engineering

    05:01 Challenges in Stormwater Management

    07:27 The Rational Method and Modern Solutions

    09:30 Sebastian's Software Journey

    14:49 Building the Automation Tool

    17:24 Technical Deep Dive into HECFlow

    21:42 Experimenting with File Structures

    22:13 Using AI as a Co-Pilot

    23:32 Building and Automating HECFlow

    25:50 Challenges and Learnings in Coding

    32:16 The Future of AI in Engineering

    39:13 Advice for Engineers on Building Tools

    42:11 Conclusion and Final Thoughts


    👉 Subscribe to the Structural Intelligence Podcast on Spotify and YouTube to stay updated on new episodes.

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    45 mins
  • S1E4 - Engineering Reality - The Power of Simulation & Digital Prototyping (w/ Derek Cloete)
    Jul 14 2025

    Engineering Reality - The Power of Simulation & Digital Prototyping
    with Derik Cloete, Senior Engineering Solutions Manager at LEAP Australia

    What if simulation wasn’t just about reducing prototypes, but about expanding how we think as engineers?

    In this episode of The Structural Intelligence Podcast, Owen Keenan is joined by Derik Cloete to explore the creative and technical frontier of simulation. From digital twins to fluid-structure interaction, from CFD and FEA to the flow of blood through a virtual heart, this is a conversation about how physics, curiosity, and compute are changing the way we model, design, and decide.

    You’ll hear how Derik and his team at LEAP Australia use multiphysics tools to support sectors from mining and defence to biomedical and optics, and how simulation is helping engineers ask better questions before anything gets built.

    🔍 Topics include:

    • Why systems thinking is central to modern engineering

    • How simulation enables virtual testing at scale

    • The role of tools like CFD, DEM, and digital mission engineering

    • The shift from gut-feel to data-driven design intuition

    • What it means to “prototype reality”

    📍 Chapters
    00:00 Introduction to the Podcast and Guest
    00:57 Derek Cloete's Early Career and Passion for Engineering
    03:28 Transition to a Soft Technical Role
    04:23 Role at LEAP Australia and Customer Interactions
    05:47 Exploring Simulation Technologies
    06:32 Diving into Physics and Simulation Applications
    10:48 Three-Letter Acronyms in Engineering
    11:24 Finite Element Analysis (FEA) and Computational Fluid Dynamics (CFD)
    14:04 Discrete Element Modeling (DEM) and Digital Mission Engineering (DME)
    18:28 Electromagnetics and Real-World Applications
    21:30 Simulation Technology Development and Industry Applications
    23:07 Empirical Standards in Engineering
    23:46 The Role of Communication in Engineering
    24:03 Engineering Morality and Standards
    26:07 Exploring Simulation in Engineering
    28:50 Practical Applications of Simulation
    34:21 Parameter Studies and Design Optimization
    39:15 The Future of Simulation and AI
    39:47 Building a Community of Engineers
    45:16 Final Thoughts and Summary

    🎧 Follow the podcast to get new episodes as they drop
    👤 Connect with Derik Cloete: https://www.linkedin.com/in/derikcloete/
    🏢 Learn more about LEAP Australia: https://www.leapaust.com.au

    #simulation #digitalengineering #FEA #CFD #designoptimisation #engineeringmindset #virtualtesting #prototyping #systemsengineering #multiphysics

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    49 mins
  • AI Short #2 - Load Path Never Lies - Revealing the Hidden Logic Behind Structural Safety
    Jul 8 2025

    When you look at a building, you see walls, floors, and roofs. But what you don’t see is the silent choreography of forces keeping it all standing.

    In this AI Short, we break down the concept of the load path the invisible route every force takes from roof to foundation. You’ll learn:

    • Why load paths are essential for structural safety and resilience

    • The difference between gravity and lateral loads

    • How load paths play out in a timber house, a concrete high-rise, and a steel portal frame

    • The role of modern software in optimizing designs in real time

    Based on insights from ClearCalcs’ article on load transfer, this episode makes a fundamental engineering principle accessible and memorable whether you’re a student, designer, or site engineer.

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    18 mins
  • S1E3 - AI, Open Source, and the Evolving Engineer w/ Brooks Smith
    Jun 6 2025

    In this episode, Owen Keenan sits down with Brooks Smith, Chartered Structural Engineer, open-source contributor, and Head of Engineering R&D at ClearCalcs.

    Brooks shares his unconventional career journey, from testing software at Ansys to conducting forensic investigations at the Empire State Building, before moving into cold-formed steel design and engineering platform development. Together, they explore how the engineer’s toolkit is evolving, from spreadsheets and hand calcs to cloud-based systems, AI-driven workflows, and data-informed design standards.

    Whether you’re a design engineer, software-savvy practitioner, or just curious about the future of engineering, this episode dives into the mindset and tools shaping our profession.


    ⏱️ Episode Timestamps:

    • 0:00 – Introduction

    • 1:20 – Brooks Smith’s background

    • 5:40 – Open-source projects and programming journey

    • 7:20 – Transition into structural engineering

    • 10:20 – Evolution of engineering tools over time

    • 17:50 – How tools have improved practice

    • 22:01 – Defining AI in the context of structural engineering

    • 26:25 – AI’s role in structural design workflows

    • 29:17 – What is emergent design?

    • 31:36 – How innovation shapes standards and practice

    • 33:47 – ClearCalcs tools and what’s next in development

    • 38:30 – AI host summary and closing thoughts🔗 Resources & Mentions:

    • 🔧 ClearCalcs
      https://www.clearcalcs.com/?utm_source=owenkeenan&utm_medium=partnerships&utm_campaign=podcast-feature


    • 👤 Brooks Smith – LinkedIn
      www.linkedin.com/in/smithbh


    • 💻 Open-source tools
      anaStruct (GitHub)
      pyCUFSM (GitHub)


    • 📽️ CFSEI Presentation Slides (2024)
      Google Slides


    • 📄 CFSEI Abstract
      Read the Abstract

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    44 mins
  • AI Short #1 - Temporary Works, Permanent Lessons – Reflecting on CROSS Report 1335
    May 15 2025

    Disclaimer: This episode was generated using AI, specifically NotebookLM, and is based entirely on the publicly available contents of CROSS Safety Report 1335. The dialogue you hear is fully AI-generated, no real people were involved in the voice or scripting. This format is an experimental tool designed to present technical safety insights in a more accessible, audio-first way for engineers, students, and construction professionals.

    In this episode of Structural Intelligence, we explore the key lessons from CROSS Safety Report 1335, which investigates a serious incident involving the collapse of a precast concrete floor during an in-situ concrete pour.

    While no serious injuries occurred, the event highlights critical safety and engineering insights about temporary works design, site supervision, and the importance of proper sequencing on construction sites.

    We’re grateful to CROSS-AUS — the Confidential Reporting on Structural Safety initiative — for making this content publicly available. CROSS plays a vital role in sharing knowledge and improving safety outcomes across the built environment.

    We encourage listeners to explore the full report and CROSS resources for deeper understanding:

    👉 Original Report: Deficient design and oversight of temporary works leads to collapse – Report ID 1335
    👉 Learn More about CROSS-AUS: https://www.cross-safety.org/aus

    All credit to CROSS for their work in publishing this important information. This episode is a non-commercial reinterpretation designed to extend the reach of CROSS reports through an audio-first experience.

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    16 mins
  • S1E2 - Engineering Beyond the Code: Snapback Simulations and Data Driven Decisions (w/Jordan Butler)
    May 5 2025

    Can data‑driven design make mooring operations safer than the rule‑book ever imagined?
    Senior Structural & Maritime Engineer Jordan Butler (WGA) explains how 20 terabytes of snapback simulations are rewriting global standards—and why engineers must look beyond compliance to manage real‑world risk.

    Guest bio: Jordan chairs PIANC Working Group 251, leading the creation of international guidelines for snapback arresting systems. He combines hands‑on design with cutting‑edge computational modelling of mooring‑line failure at ports worldwide.


    Episode guide
    00:00 Intro – the hidden danger of snapback
    01:28 How the “10° cone” became gospel
    08:00 What is snapback analysis?
    11:25 Conditions that trigger failure
    14:17 Early guidance vs today’s standards
    18:50 The Zagar incident (case study)
    20:48 Building a 20 TB simulation pipeline
    25:26 Site‑specific zoning vs blanket MEG‑4 rules
    35:42 Engineering beyond the code
    40:00 Key take‑aways


    Links & resources
    • Jordan on LinkedIn – https://www.linkedin.com/in/jbutlerengineering/
    • Video: Dangers of Mooring Line Snapback – https://youtu.be/AHMdYf7XL14
    • Demo: Snap Back Arrestor by TIMM Ropes – https://youtu.be/ULmn6tJO7Lk


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    Credits

    Podcast Studio - https://www.instagram.com/nevverlandstudios/Editor - Austin Grader - https://nevverlandstudios.com/

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    41 mins