AEC Tech Journeys with Mayur Mistry

In this episode, Håvard Høiby shares his journey from aspiring jazz guitarist to AI engineer, and how his experiences at Spacemaker and Solvera are shaping the future of construction technology. Discover insights on rapid iteration, AI-driven design, and building impactful software in the construction industry.

 

Keywords

AI engineering, construction tech, software development, rapid iteration, Spacemaker, Solvera, daylight analysis, optimization, generative AI

 

key topics

Håvard Høiby's journey from music to AI engineering

Lessons learned at Spacemaker and Solvera

The role of rapid iteration and experimentation in software development

AI's impact on construction and urban planning

Multi-objective optimization in building design

The importance of context-aware AI in architecture

Organizational scaling and team building in AI startups

The role of generative AI in engineering and design

Chapters

00:00 Introduction and Håvard's background in engineering and AI

04:03 First job in banking software and joining Spacemaker

05:56 Highlights and learnings from eight years at Spacemaker

07:53 Impact of daylight analysis and multi-objective optimization

09:43 The Pareto principle and focusing on high-impact efforts

11:10 Learning from infrastructure rebuilds and platform shifts

13:11 Iterative approach to product development in AI

21:31 Introduction to Solvera and its vision for construction engineering

23:50 The role of AI in solving complex physical and optimization problems

27:33 AI agents, learning, and system architecture

30:11 The importance of human-AI interaction and incentives

32:35 Rapid fire questions: Håvard’s influences and personal insights

 

💡Learn more about Solvera here: https://www.solvera.ai/ 

 

📞 If you are exploring ai in construction or need support in GTM for your construction tech startup, book a discovery call using this link : 

https://calendly.com/mayur-mistry7/consultancy-discovery-call  

 

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Felipe Polido, co-founder and CTO of Reframe Systems, shares insights on revolutionizing construction with robotics and software automation, drawing from his experience at Amazon Robotics. Discover how advanced technology is making home building more efficient and flexible.

 

Keywords

construction automation, robotics, software, manufacturing, housing industry, AI, LLM, innovation, Reframe Systems

 

key topics

Construction industry fragmentation and inefficiency

Reframe's software automation for building design and manufacturing

Use of robotics in framing and sheathing

Impact of AI and LLMs on construction processes

Challenges and opportunities in construction automation

Reframe's microfactory model and project pipeline

The role of CTO in a tech-driven construction startup

 

Chapters

00:00 Introduction to Felipe Polido and Reframe Systems

02:34 Reframe's approach to software automation in construction

05:34 Impact of AI and LLMs on construction challenges

10:51 Robotics innovations in framing and sheathing

12:51 Overview of Reframe's capabilities and projects

14:39 Advice for robotics founders in construction

15:48 The evolving role of CTO with AI advancements

17:11 A day in the life of Felipe during factory delivery

18:26 Rapid fire: personal favorites and travel bucket list

19:10 Closing thoughts and invitation for factory tours

 

💡Learn more about Reframe Systems here: https://www.reframe.systems/ 

 

📞 If you are exploring ai in construction or need support in GTM for your construction tech startup, book a discovery call using this link : 

https://calendly.com/mayur-mistry7/consultancy-discovery-call  

 

📩 Don’t miss future episodes. Subscribe: https://aiaecdigest.substack.com/

In this episode, Francesco Iorio, Co-founder & CEO of Augmenta, shares insights on how AI and generative design are transforming construction, focusing on electrical and building design automation. Discover the milestones, challenges, and future potential of AI in construction technology.

 

key topics

AI's role in construction and design

Milestones achieved by Augmenta

Challenges of AI in large-scale construction

The difference between language and geometry problems in AI

Benchmarking AI models in construction

Future of AI in construction and design

Keywords

AI, construction, generative design, electrical engineering, building automation, Augmenta, BIM, construction tech, digital twin, spatial reasoning

 

Chapters

00:00 Introduction to Francesco Iorio and Augmenta

00:45 Francesco's journey from manufacturing to construction

04:55 Building design as a geometry problem, not a language problem

11:54 Benchmarking AI models in construction

18:10 Milestones achieved by Augmenta

21:08 Overview of Augmenta's platform

25:29 Project types and their challenges

29:13 Focus areas and future plans

34:17 Advice for construction tech founders

40:41 Rapid fire: personal insights

 

💡Learn more about Augmenta here: https://www.augmenta.ai/ 

 

📞 If you are exploring ai in construction or need support in GTM for your construction tech startup, book a discovery call using this link : 

https://calendly.com/mayur-mistry7/consultancy-discovery-call  

 

📩 Don’t miss future episodes. Subscribe: https://aiaecdigest.substack.com/

In this episode, Abyl Ikshanov, co-founder and CTO of Volve Technologies, shares insights into building AI-driven solutions for the construction industry, from early career highlights to technical challenges and future expansion plans.

 

key topics

AI and knowledge graphs in construction

Technical challenges in building AI products

Product development and iteration with customer feedback

Market expansion and industry-specific insights

takeaways

Understanding the importance of structured data in AI models

The significance of evaluation and grounding in AI features

Iterative development driven by customer feedback

Challenges of building industry-specific AI solutions

Keywords

AI, construction tech, knowledge graph, product development, startup journey

 

Chapters

00:00 Introduction to Abyl Ikshanov and his background

01:36 Meeting co-founders and initial idea research

02:09 Identifying inefficiencies in construction documentation

03:29 Tech stack and architecture considerations for AI in construction

04:35 How the product works: from scope items to work packages

07:25 Most challenging technical feature and proudest achievement

08:52 Importance of evaluation and grounding in AI features

09:40 Proudest moments and iterative development process

10:43 Lessons learned and industry-specific insights

12:02 Supporting the mission and future expansion

 

💡Learn more about Volve Technologies here: https://www.volvetech.com/about 

 

📞 If you are exploring ai in construction or need support in GTM for your construction tech startup, book a discovery call using this link : 

https://calendly.com/mayur-mistry7/consultancy-discovery-call  

 

📩 Don’t miss future episodes. Subscribe: https://aiaecdigest.substack.com/

In this episode, Mairéad Morgan, community lead at Autodesk, shares her inspiring journey from architecture to digital innovation, highlighting key lessons on career growth, mentorship, and embracing technology in the AEC industry.

 

key topics

Mairéad Morgan's career highlights and journey

Mentorship and industry influence

Digital transformation and AI in architecture

Community building and industry support

Challenges and lessons in technology adoption

takeaways

Hard work and persistence are key to career success.

Mentorship and community involvement are invaluable.

Digital transformation requires understanding diverse needs.

Adapting to fast-paced AI developments is crucial.

Prioritize well-being and work-life balance.

Keywords

architecture, digital transformation, Autodesk, BIM, community building, mentorship, career highlights, AI in AEC, industry innovation

 

Chapters

00:00 Introduction and Mairéad Morgan's background

02:08 Career highlights and full circle moments

03:57 Mentorship and industry influence

06:58 Proudest moments and achievements

09:07 A day in the life of a community lead at Autodesk

11:53 Digital transformation and technology adoption challenges

15:50 Lessons for smaller firms and tech ecosystem

19:00 Advice for aspiring professionals and industry insights

23:05 The future of AI and digital innovation in AEC

30:02 Well-being, personal growth, and rapid-fire questions

 

💡Learn more about Autodesk here: https://www.autodesk.com/ 

 

📞 If you are exploring ai in construction or need support in GTM for your construction tech startup, book a discovery call using this link : 

https://calendly.com/mayur-mistry7/consultancy-discovery-call  

 

📩 Don’t miss future episodes. Subscribe: https://aiaecdigest.substack.com/