Construction Technology Podcast

Construction Technology Podcast - Episode 010 - with Andriy from Nomic.ai

57 min · 17 apr 2026
aflevering Construction Technology Podcast - Episode 010 - with Andriy from Nomic.ai cover

Beschrijving

This episode covers Nomic's pivot to verticalized AI for construction, and the broader question of how to build useful AI products in AEC. The conversation works through two paths: training custom models, or harnessing foundational ones. We get into Rich Sutton's Bitter Lesson, why the harness around the model does most of the heavy lifting in construction use cases, how to benchmark the full harness, the change management work that determines whether a rollout sticks, and why outcome-based billing becomes more plausible as these systems embed deeper into preconstruction workflows. Takeaways * Domain-specific harnesses drive most of the performance gains in verticalized AI * Benchmarks should measure the full harness, including retrieval, prompting, and tool use * Change management is typically the binding constraint on AI adoption in construction * Outcome-based pricing becomes viable once AI owns the deliverable end to end * The biggest win for estimators and PMs is reduced mental load on repetitive review work Chapters * 00:00 Introduction and pivot to AEC * 04:58 Debate on LLMs in construction * 10:50 Building custom models * 15:57 Harnessing foundational models * 21:01 Rich Sutton's Bitter Lesson * 26:01 Scaling compute and harnesses * 31:56 Why the harness matters * 41:50 Efficiency and time savings * 56:28 Impact on professional workflows

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Alle afleveringen

15 afleveringen

aflevering Construction Technology Podcast - Episode 015 - with Cam from ClearStory artwork

Construction Technology Podcast - Episode 015 - with Cam from ClearStory

The conversation covers the topics of construction technology, change orders, pre-construction processes, and the impact of technology on the construction industry. It also delves into the challenges of design rework, the role of architects, and the integration of construction management software. The conversation delves into the unique value proposition of ClearStory in the construction industry, focusing on change orders, subcontractor engagement, and the impact of AI on change order workflows. It also highlights the challenges of evangelizing a new tool in an established industry. Takeaways * Change orders are a critical aspect of the construction industry, and technology plays a significant role in streamlining the change order process. * The pre-construction phase is evolving, with a focus on incremental GMPs and the release of smaller portions of the job under contract. * Architectural firms are adapting to changes in project design and are increasingly involved in construction administration to maintain revenue streams. * The conversation highlights the importance of collaboration and network architecture in construction management software, as well as the need for privacy in project financials. * The impact of technology on reducing rework and improving decision-making in construction projects is a key area of focus for the industry. Subcontractor engagement * Change order workflows * Challenges of evangelizing new tools Chapters * 00:00 Integration of ClearStory with Procore and Construction Management Software * 30:21 Building a Network and Addressing Trade-Specific Challenges * 36:30 Impact of AI on Change Order Process and Decision-Making * 48:33 Evangelism and Unique Perspective on Change Orders

27 mei 202647 min
aflevering Construction Technology Podcast - Episode 014 - with Chris from Consigli - Advancing Preconstruction artwork

Construction Technology Podcast - Episode 014 - with Chris from Consigli - Advancing Preconstruction

The conversation covers a range of topics related to AI in pre-construction, challenges with scope generation, data quality and standardization, and workflow integration and efficiency. The discussion delves into the Consigli connection, estimator training, internal system development, takeoff solutions, historical cost database, and the future of takeoff and workflow efficiency. Additionally, the conversation explores centralized information and workflow improvement, as well as AI in pre-construction and risk trade-offs. The conversation delves into the impact of AI and technology in construction, exploring the use of advanced tools and the challenges of building vs buying software solutions. It also touches on the evolving landscape of construction technology and the considerations involved in software development. Takeaways * AI in pre-construction * Challenges with scope generation * Data quality and standardization * Workflow integration and efficiency AI and technology in construction * Building vs buying software Chapters * 00:00 AI in Pre-Construction and Risk Trade-Offs

27 mei 202654 min
aflevering Construction Technology Podcast - Episode 013 - with Molly and Emma from Constructable artwork

Construction Technology Podcast - Episode 013 - with Molly and Emma from Constructable

The conversation covers the company background, targeting midsize contractors, understanding their needs, challenges with existing tools, positioning against competitors, sales and customer adoption, and technical challenges and overcoming obstacles. The key takeaways include the unique needs of midsize contractors and the importance of ease of use and collaboration. The conversation delves into the customer-centric approach of Constructable, highlighting the importance of addressing customer needs and providing seamless transitions. It also explores the product differentiation and value proposition, emphasizing the significance of offering a unique and compelling product. Additionally, the discussion touches on market positioning and the future outlook for Constructable, shedding light on the company's growth strategy and market differentiation. Takeaways * Midsize contractors have unique needs * Ease of use and collaboration are key needs for midsize contractors Customer focus * Product differentiation Chapters * 00:00 Introduction and Company Background * 11:03 Positioning Against Competitors * 19:27 Sales and Customer Adoption * 32:00 Technical Challenges and Overcoming Obstacles * 51:28 Market Positioning and Future Outlook

27 mei 202654 min
aflevering Construction Technology Podcast - Episode 012 - with Josh from Roger artwork

Construction Technology Podcast - Episode 012 - with Josh from Roger

Episode summary In this episode we sit down with Josh to talk about why construction technology is so hard to get adopted on real projects, and what changed for him when he moved from selling a product to delivering value inside contractors' operations. We get into outcome-based pricing, the labor problem it addresses, and why a clear scope of work is worth more than most teams treat it as. Josh walks through how risk transfer varies across general contractors, the difference between how estimators and project managers write scope, and where AI fits in construction today versus where it's heading. Takeaways * Construction technology usually fails on adoption, not capability. Getting a tool used on an active project is the hard part. * Outcome-based pricing ties cost to delivered value, which makes it a fit for labor-driven problems. * Risk transfer is not uniform across general contractors. Each one draws the line in a different place. * A clear scope of work is one of the highest-leverage documents on a project, and most scope gaps trace back to it. * AI adoption in construction is constrained by process and project complexity, not just the state of the technology. Chapters * 00:00 Introduction and Guest Introductions * 07:05 Implementation and Adoption of Construction Technology * 13:29 Outcome-Based Pricing and Labor Solutions * 26:10 Scope Gaps and Outcome-Based Pricing * 33:06 The Spectrum of Risk Transfer in Construction * 38:26 Estimator vs. Project Manager in Scope Writing * 43:34 The Role of AI in Construction * 49:22 The Future of AI in Construction * 57:54 Challenges in AI Adoption Takeaways * Challenges with adoption of construction technology * Outcome-based pricing and labor solutions Risk transfer varies among GCs * Scope clarity is crucial for value * AI adoption presents challenges Chapters * 00:00 Introduction and Guest Introductions * 07:05 Implementation and Adoption of Construction Technology * 13:29 Outcome-Based Pricing and Labor Solutions * 26:10 Scope Gaps and Outcome-Based Pricing * 33:06 The Spectrum of Risk Transfer in Construction * 38:26 Estimator vs. Project Manager in Scope Writing * 43:34 The Role of AI in Construction * 49:22 The Future of AI in Construction * 57:54 Challenges in AI Adoption

14 mei 202658 min
aflevering Construction Technology Podcast - Episode 011 artwork

Construction Technology Podcast - Episode 011

The conversation delves into the challenges and dynamics of the AEC software industry, the role of venture capital in the AEC space, AI-enabled architectural projects, the future prospects of BIM 2.0 tools, expanding business scope in AEC, the shift in general contractor dynamics, and the impact of people and processes in construction. Takeaways * AEC software industry faces challenges in revenue growth and fee structures * Venture capital allocation in the AEC space requires consideration of growth potential and value creation * AI-enabled architectural projects have venture scale potential and back-end software integration * BIM 2.0 tools need to focus on integration with contractors and venture scale value creation * Expanding business scope in AEC involves equity value capture and risk aversion * Shift in general contractor dynamics includes concentration of revenue growth and ancillary product businesses * The impact of people and processes is significant in construction, influencing firm reputation and regional and national contractor dynamics Chapters * 00:00 The AEC Software Industry * 09:09 AI-Enabled Architectural Projects * 14:53 BIM 2.0 Tools and Future Prospects * 19:56 Expanding Business Scope in AEC * 27:08 Shift in General Contractor Dynamics * 34:09 Impact of People and Processes in Construction

12 mei 202635 min