AEC Tech Journeys with Mayur Mistry

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/

In this episode, German Aparicio Jr., Program Manager of Early Innovation and Partner Development at Trimble, shares insights on startup acceleration, industry challenges, and the future of AI in construction and architecture.

 

key topics

Trimble's startup program Zero 60

Industry challenges in construction and architecture

The role of AI and agentic systems in industry

Post-acquisition team alignment at Trimble

Opportunities for startups in construction tech

takeaways

Support startups by exploring their solutions and leveraging resources.

AI and agentic systems are transforming construction and architecture.

Persistence and timing are key for startup acceptance into programs.

Trimble's culture fosters independence and innovation.

The industry is ripe for robotics and digital labor solutions.

 

Chapters

00:00 Introduction to German Aparicio and his background

00:27 German's career highlights and educational journey

02:23 Experience at Gary Technologies and post-acquisition culture

05:01 Team alignment and future initiatives at Trimble

07:05 A week in the life of a Program Manager at Trimble

08:27 The Zero 60 startup program and its impact

10:23 Opportunities for startups to engage with Trimble

17:51 Areas of saturation and opportunities for innovation

20:37 Skills for students in architecture and construction

22:55 Supporting startups and the future of digital labor

 

💡Learn more about Trimble here: https://www.trimble.com/en  

 

📞 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/

Hanyang Liu, Co-Founder of Quotr.ai, shares his journey from landscape architecture to building innovative AI tools for the construction industry. Discover how his team is transforming cost estimation, procurement, and project management with cutting-edge technology.

 

key topics

Transition from landscape architecture to AI startup

Innovative AI tools for construction cost estimation and procurement

Challenges in starting a construction tech company

The importance of understanding customer pain points

Future vision for Quotr.ai and expansion into new markets

takeaways

Focus on solving real customer pain points rather than just selling software

Early validation and understanding workflow are crucial for product-market fit

Building a dedicated team is key to scaling a startup

Direct sourcing from factories can significantly reduce costs in construction

International expansion requires adaptable product features

 

Chapters

00:00 Introduction to Hanyang Liu and Quotr.ai

00:25 Hanyang's career highlights from landscape architecture to AI

03:01 The confidence to start a tech company

04:40 First 90 days: finding product-market fit

06:34 Most proud moment: Building a dedicated team

07:32 How Quotr.ai's product works: cost estimation and sourcing

14:15 Three-year vision for Quotr.ai

16:18 Supporting the mission and future plans

17:29 Lessons learned in selling construction tech

18:37 Effective go-to-market strategies

19:28 Company culture: Customer-centric approach

20:22 Rapid fire: Personal favorites and advice

 

💡Learn more about Quotr.ai here: https://quotr.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, George Guida, Founder & CEO of xFigura, shares his journey from architecture to AI-driven design tools, exploring how technology is transforming architecture practice and education. Discover insights on AI adoption, culture building, and the future of design with AI.

key topics

George Guida's career journey from architecture to AI

The evolution of xFigura and its core values

Challenges and strategies for AI adoption in architecture

Creating a culture of innovation and remote work

Future trends in AI-driven design and personalization

Chapters

00:00 Introduction and Guest Introduction

00:08 George Guida's Career Highlights and Background

00:31 From Architecture to AI: George’s Journey

02:05 Transition from Industry to Academic and Startup

02:41 Decision-Making in Starting a Studio vs Traditional Practice

04:09 Operating an Architecture Firm as a Tech-Driven Startup

05:57 Building a Remote, Innovative Culture

07:24 Early Days and Core Values of xFigura

09:07 Evolution of xFigura’s Technology and Features

11:40 User Adoption and Change Management in Architecture Tech

13:34 Onboarding and Education at xFigura

15:56 What Makes a Good AI-Driven Architect

17:11 Future Explorations: Personal Knowledge Systems

 

💡Learn more about xFigura here: https://xfigura.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, Andrew Krippner, Co-Founder & CEO at HVAKR, shares his entrepreneurial journey from college days to founding Etch Record, focusing on how AI is transforming HVAC design software. Discover the challenges, innovations, and insights behind building a user-friendly, AI-powered engineering platform.

 

key topics

Entrepreneurial journey from college to startup

The role of AI in simplifying HVAC design

Challenges in building technical yet user-friendly software

Customer discovery and product refinement

The importance of trust and automation in engineering tools

 

Chapters

00:00 Introduction and Early College Days

02:20 Deciding to Focus on HVAC and Product Pivot

03:12 First 90 Days: Customer Discovery and Product Iteration

05:19 How the Product Works: From Floor Plans to Mechanical Design

06:09 Challenges in Building a Technical yet User-Friendly UI

07:18 The journey and proudest moments in building the company

09:07 Balancing product excellence and distribution

12:01 Focus on HVAC industry and key trade shows

15:54 Vision for the future of HVAC and AI in 2030

16:48 The role of AI and growth in HVAC engineering

18:01 Final thoughts and outlook on the future of technology

💡Learn more about HVAKR here: https://www.hvakr.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/