Turning 1,000 Tender Files Into Decisions | Abyl Ikhsanov of Volve Technologies

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/  

In this episode, Winka Dubbeldam, Founding Partner Archi-Tectonics NYC LLC and Director & CEO at SCI-Arc Los Angeles. A renowned architect and educator, shares her journey from Europe to the US, her influences, and her insights on the future of architecture with AI and sustainability.   key topics Winka's career journey from the Netherlands to the US Influences from Rem Koolhaas, Stephen Hall, Bernard Chumi, and Peter Eiserman Evolution of teaching methods with digital tools and AI The role of AI in architectural research and design Architects' responsibility in addressing global warming and sustainability Winka's work in Latin America and Africa on sustainable projects The importance of diversity and global perspectives in architecture Balancing scientific and artistic aspects of architecture   Chapters 00:00 Introduction to Winka Dubbeldam and her background 02:09 Evolution of teaching methods with digital tools and AI 06:35 Current capabilities and limitations of AI in architecture 09:16 A typical week in Winka's professional life 10:47 Lessons learned from career challenges and crises 12:29 Projects during crises: urban planning and social impact 14:14 Supporting Latin American architecture and diversity 16:45 The responsibility of architects in climate action 18:06 Rapid fire questions: personal favorites and future wishes 19:25 Closing thoughts and message to aspiring architects   💡Learn more about SCI-Arc here: https://www.sciarc.edu/    📞 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, Eric Helitzer, founder and CEO of SubBase, shares his journey from construction trades to building innovative material management software for the construction industry. Discover key lessons learned, the challenges of tech adoption among subcontractors, and insights into industry-specific product development.   key topics Construction industry evolution and tech adoption Lessons learned from building a construction SaaS Challenges of building for subcontractors Industry-specific product development insights The importance of relationships in construction tech Strategies for onboarding and customer success The role of education in construction software adoption   Chapters 00:00 Introduction to Eric Helitzer and SubBase 02:08 Identifying industry pain points and solutions 02:54 Lessons learned in construction and tech development 04:21 Building for subcontractors and understanding their needs 07:31 The journey from idea to pilot customers 09:57 Key lessons in product discovery and user experience 10:55 Prioritizing trade-specific workflows 13:13 Moments of pride and milestones 15:38 Onboarding process and implementation approach 17:33 Supporting industry education and awareness 19:50 Effective go-to-market strategies in construction 22:39 Rapid fire: personal favorites and insights 23:20 Closing thoughts and industry advice   💡Learn more about SubBase here: https://www.subbase.io/    📞 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, Aurimas Sabulis, founder and CEO of Dextall, explains how prefabricated exterior systems and design software can make commercial construction faster, less expensive, more consistent, and more sustainable. He also shares lessons on focus, scaling innovation, industry adoption, and building credibility in construction. Key topics Aurimas Sabulis’s journey from INTUS Windows to Dextall Prefabricated exterior wall systems and design software Building a scalable solution for commercial construction Sustainability and carbon reduction in building exteriors Overcoming resistance to new construction technology Go-to-market strategies for architects, developers, and contractors Chapters 00:00 Introduction to Aurimas and his background 02:25 The need for innovation in building exterior design and construction 05:25 Benefits of prefabrication: speed, cost, and quality 08:29 Physical and design innovations introduced by Dextal 10:19 Aurimas's personal discipline from endurance sports 13:26 Refining focus to certain building heights and types 15:08 Aligning product focus with market needs 15:42 The modular exterior wall system and regional focus 17:14 Dextal's comprehensive approach: design, fabrication, installation 19:55 The challenge of industry adoption and credibility 20:33 Overcoming industry risk aversion with proven results 23:26 Influencing design workflows and changing habits 24:33 Go-to-market strategies and relationship building 27:00 Aurimas's rapid fire: personal preferences and insights 28:57 Closing thoughts and industry outlook   💡Learn more about Dextall here: https://www.dextall.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/ 

In this episode, Stacy Kauk, Chief Science Officer at Isometric, shares her journey from environmental engineering and major infrastructure projects to carbon removal and climate technology. She explains how rigorous science, transparent certification, and AI-powered verification can build trust in carbon markets and help reverse climate change. Key Topics Stacy Kauk’s career journey and major highlights Environmental engineering and infrastructure projects Investing in carbon removal technologies at Shopify How to conduct due diligence on climate technology projects Using AI to improve carbon verification Building transparency and trust in carbon markets Mentorship, career growth, and finding win-win solutions Chapters 00:00 Introduction and Stacy's career highlights 02:04 Working on large infrastructure projects and environmental impact 06:35 Building a scalable carbon registry and trust 08:15 Skills for due diligence in climate tech 12:16 Impact of feedstock sourcing and energy sources on emissions 17:55 Balancing scientific rigor and practical application 18:06 How Isometric certifies environmental claims 19:04 Technology behind Isometric's certification platform 20:18 Who uses Isometric's platform and how 24:53 Unique features of Isometric's registry 25:17 Supporting the mission to reverse climate change 28:00 Rapid fire: Stacy's favorites and insights 29:20 Advice to my 18-year-old self   💡Learn more about Isometric here: https://isometric.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/  

Andria Santos, Founder & CEO of Fülhaus, shares her journey from law to interior design and technology, revealing how AI is transforming the furniture sourcing and interior design industry. Discover insights on building innovative products, industry challenges, and future visions for AI in design.   key topics Andria Santos's career journey from law to design and AI The development and features of Ludwig, the AI-powered design tool Challenges in sourcing, supply chain, and data standardization in furniture industry Lessons learned from building and managing a design and tech company Future visions for AI in interior design and furniture sourcing   Chapters 00:00 Introduction and Andria's career highlights 02:09 Transition from law to real estate and design insights 04:32 Lessons learned in building Fülhaus and Ludwig 07:35 Proudest moments and industry impact 12:55 How Ludwig works and its features 16:49 Future of Ludwig and AI in design 18:59 Go-to-market strategies and building trust 20:39 Partnerships, data challenges, and industry insights 24:11 Challenges in data collection and standardization 26:35 Reflections on AI, design taste, and industry evolution 31:04 Supporting Andria and final thoughts   💡Learn more about Fülhaus here: https://fulhaus.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/  

Raymond Zhao, CEO of Structured AI, shares his journey from architecture and math to leading AI innovations in the AEC industry. Discover how his team is transforming design review processes with AI-powered tools, integration strategies, and industry insights.   key topics Raymond Zhao's career journey from architecture to AI Challenges and opportunities in the AEC industry How Structured AI's platform improves design review Integration of AI with Bluebeam and Revit Building trust and overcoming objections in AI adoption takeaways AI can streamline and improve accuracy in design review processes. Industry-specific integrations like Bluebeam and Revit are crucial for adoption. Building trust through early results and transparent communication is key. Breaking down complex tasks into smaller steps helps AI perform better. Continuous feedback and benchmarking improve AI performance. Keywords AI, Architecture, Construction, Design Review, Revit, Bluebeam, AI for Architects, Construction Tech, AI Integration, Innovation in AEC   Chapters 01:03 From Architecture to Math and Venture Capital 03:21 Surprises in the Construction Industry 05:26 Customer Objections and Trust Building 07:36 Overview of Structured AI's Platform 08:29 Integration with Bluebeam and Revit 10:02 Future Directions and AI in Revit 12:08 Onboarding Process for Clients 13:19 Supporting AI Adoption in Construction 15:57 Limitations of AI in Reading Drawings 18:26 Harnessing Agent Architecture and Feedback 19:17 Rapid Fire: Personal Insights and Advice 20:29 Closing Remarks and Industry Outlook   💡Learn more about Structured AI here: https://getstructured.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, Georgios Kontominas shares his journey from architecture to founding Archiboost AI, the challenges of building AI-driven construction tools, and his vision for the future of AI in architecture and construction.   key topics Journey from architecture to tech Founding and lessons from Pantheon Challenges of AI in construction Future vision for AI in architecture Building code compliance with AI takeaways AI can significantly speed up and improve accuracy in architecture and construction. Building a startup in AI requires deep domain expertise and customer validation. The importance of compliance paths and domain knowledge in AI tools for architecture. Future AI systems aim to provide real-time, predictive insights during design and construction. Piloting and benchmarking are crucial for evaluating AI tools in complex industries.   Chapters 00:00 Introduction and guest background 03:50 Founding Pantheon and initial vision 04:48 Challenges faced in AI construction startups 06:56 Lessons learned from Pantheon’s shutdown 09:08 The evolution to Archiboost AI 10:07 Early days and pilot programs 12:07 Dealing with market credibility and adoption 13:49 How the product works: QAQC agent demo 18:12 AI for code compliance and project management 20:04 Future vision: AI understanding drawings and real-time decision support 27:46 Supporting architects and engineers with AI tools   💡Learn more about Archiboost AI here: https://www.archiboost.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/  

Marian Pulford, Co-founder & CEO of Kestrel Labs, shares her journey from art and real estate to pioneering AI-driven building compliance software. Discover how her innovative approach is transforming the architecture industry by making building regulations more accessible and efficient.   key  topics   The origin story of Kestrel Labs and the idea behind it How AI and data standardization improve building permitting The importance of deterministic systems in architecture tech Challenges and lessons learned as a first-time founder Industry trust and risk aversion in adopting new technology   Chapters   00:00 Introduction to Marian Pulford and Kestrel Labs 00:24 Marian's career highlights and background 01:50 The early days and inspiration behind Kestrel 02:07 Tinkering and validating the prototype 05:17 Key moments and milestones for Kestrel 06:07 How the product works and onboarding process 08:20 Aha moments and standardizing regulations 09:17 Lessons learned as a first-time founder 11:08 Industry challenges and trust in AI 13:47 Go-to-market lessons and early adopters 15:13 How listeners can support Kestrel Labs 16:14 Personal insights and rapid fire questions 17:32 Final thoughts and industry advice   💡Learn more about Kestrel Labs here: https://kestrellabs.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/