nPlan Raises £11.9M Series B, AI Agents Lack Evals Crisis, WhatsApp Dominates 90% Site Communication episode artwork

EPISODE · Oct 31, 2025 · 1H 29M

nPlan Raises £11.9M Series B, AI Agents Lack Evals Crisis, WhatsApp Dominates 90% Site Communication

from Bricks, Buck$ And Bytes · host Bricks And Bytes, Patric Hellermann, Dustin Devan

"Most AI Agents Will Die" - Why This CTO Is Terrified About What's ComingIn this episode of Bricks, Bucks & Bytes, hosts Owen Drury, Martin, and Patric Hellermann sit down with some of construction tech's boldest builders who aren't holding back. Fresh off massive funding rounds and hard-won lessons, they reveal what's really happening behind the hype.What we cover: - nPlan's £11.9M Series B - Alan Mosca (CTO) explains why they accidentally solved molecule generation while building scheduling AI- Factors' $56M raise - How they're financing $250-300M of construction work annually (and the "trick" banks don't want you to know)- The AI agent apocalypse - Why lack of evaluation frameworks will "kill off most agents"- WhatsApp is eating construction tech - 90% of site communication happens here, and smart founders are finally paying attention- Smart glasses revolution - Why this could be as transformative as mobile phones on construction sites- AI consultancies without humans - The controversial future of PM firms charging on outcomes, not hours- Why one founder stopped fundraising - "Customer money is the best capital" and why raising is a "massive distraction"- 5 accelerators, 5 lessons - Prakash Senghani (Navatech) on contradictory advice and what actually works in the Middle East- Regional pricing secrets - Why per-user pricing fails in the UAE and what to do insteadKey Quote:"I think we're getting to a stage where AI is going to become like the internet, right? You don't tell people that my app runs on the internet. That's obvious. You're going to get to a stage where your app has AI. Yeah, that's obvious, right? What are you doing with it? What's the outcome?" - Prakash SenghaniFeaturing: Alan Mosca (nPlan CTO), Nitin Bhandari (Planera), and Prakash Senghani (Navatech)🎧 Listen to the Podcast: https://open.spotify.com/show/3P7JkiN9X3N4Kh6jlDsOgi?si=91JP5nxvQbKStkp8AQdAOg 📩 Subscribe to the Bricks & Bytes Newsletter: https://bricks-bytes.beehiiv.com/🌐 Visit our website: http://bricks-bytes.com/📲 Follow us: LinkedIn: https://www.linkedin.com/company/bricks-bytes/ Twitter: https://x.com/bricksbytespod Instagram: https://www.instagram.com/bricksbytes/Sponsors:BuildVision - streamlining the construction supply chain with a unified platform - www.buildvision.ioArchdesk - “The #1 Construction Management Software for Growing Companies - Manage your projects from Tender to Handover” check archdesk.comEnjoying the insights? Hit that Subscribe button to stay ahead in construction tech, AI, and the future of how we build.Chapters00:00 Intro02:12 Introduction and Guest Introduction04:61 Funding News and Company Growth08:03 Technological Innovations in Scheduling10:40 Generative Models and Unexpected Discoveries13:31 Developing Custom Models for Specific Tasks16:24 The Importance of Data and Research19:08 Convergence of Machine Learning Techniques22:13 AI Skepticism and Misuse24:52 The Future of AI in Construction Tech28:08 Collaborative Scheduling and User Experience30:57 Evaluating AI Performance33:36 Insights from Nitin on Data Center Construction36:32 Planera's Unique Approach to Scheduling39:28 The Role of AI in Scheduling42:20 Lessons from Past Collaborative Tools45:18 The Future of Scheduling Technology46:33 Introduction and Context Setting47:25 Navigating Growing Pains in Business48:17 The Role of AI in Business Operations49:44 Understanding the Product and Its Impact51:14 Practical Applications of AI in Safety54:45 Target Customers and Market Strategy55:48 Shifting Gears: The Future of Construction Tech1:00:17 The Evolution of Software and Company Structures1:04:09 Current Business Climate in the Region1:06:13 The Rise of Construction Tech Startups1:10:05 Experiences with Accelerators1:15:39 Pricing Strategies for Startups1:18:41 Conclusion and Future Outlook

"Most AI Agents Will Die" - Why This CTO Is Terrified About What's ComingIn this episode of Bricks, Bucks & Bytes, hosts Owen Drury, Martin, and Patric Hellermann sit down with some of construction tech's boldest builders who aren't holding back. Fresh off massive funding rounds and hard-won lessons, they reveal what's really happening behind the hype.What we cover: - nPlan's £11.9M Series B - Alan Mosca (CTO) explains why they accidentally solved molecule generation while building scheduling AI- Factors' $56M raise - How they're financing $250-300M of construction work annually (and the "trick" banks don't want you to know)- The AI agent apocalypse - Why lack of evaluation frameworks will "kill off most agents"- WhatsApp is eating construction tech - 90% of site communication happens here, and smart founders are finally paying attention- Smart glasses revolution - Why this could be as transformative as mobile phones on construction sites- AI consultancies without humans - The controversial future of PM firms charging on outcomes, not hours- Why one founder stopped fundraising - "Customer money is the best capital" and why raising is a "massive distraction"- 5 accelerators, 5 lessons - Prakash Senghani (Navatech) on contradictory advice and what actually works in the Middle East- Regional pricing secrets - Why per-user pricing fails in the UAE and what to do insteadKey Quote:"I think we're getting to a stage where AI is going to become like the internet, right? You don't tell people that my app runs on the internet. That's obvious. You're going to get to a stage where your app has AI. Yeah, that's obvious, right? What are you doing with it? What's the outcome?" - Prakash SenghaniFeaturing: Alan Mosca (nPlan CTO), Nitin Bhandari (Planera), and Prakash Senghani (Navatech)🎧 Listen to the Podcast: https://open.spotify.com/show/3P7JkiN9X3N4Kh6jlDsOgi?si=91JP5nxvQbKStkp8AQdAOg 📩 Subscribe to the Bricks & Bytes Newsletter: https://bricks-bytes.beehiiv.com/🌐 Visit our website: http://bricks-bytes.com/📲 Follow us: LinkedIn: https://www.linkedin.com/company/bricks-bytes/ Twitter: https://x.com/bricksbytespod Instagram: https://www.instagram.com/bricksbytes/Sponsors:BuildVision - streamlining the construction supply chain with a unified platform - www.buildvision.ioArchdesk - “The #1 Construction Management Software for Growing Companies - Manage your projects from Tender to Handover” check archdesk.comEnjoying the insights? Hit that Subscribe button to stay ahead in construction tech, AI, and the future of how we build.Chapters00:00 Intro02:12 Introduction and Guest Introduction04:61 Funding News and Company Growth08:03 Technological Innovations in Scheduling10:40 Generative Models and Unexpected Discoveries13:31 Developing Custom Models for Specific Tasks16:24 The Importance of Data and Research19:08 Convergence of Machine Learning Techniques22:13 AI Skepticism and Misuse24:52 The Future of AI in Construction Tech28:08 Collaborative Scheduling and User Experience30:57 Evaluating AI Performance33:36 Insights from Nitin on Data Center Construction36:32 Planera's Unique Approach to Scheduling39:28 The Role of AI in Scheduling42:20 Lessons from Past Collaborative Tools45:18 The Future of Scheduling Technology46:33 Introduction and Context Setting47:25 Navigating Growing Pains in Business48:17 The Role of AI in Business Operations49:44 Understanding the Product and Its Impact51:14 Practical Applications of AI in Safety54:45 Target Customers and Market Strategy55:48 Shifting Gears: The Future of Construction Tech1:00:17 The Evolution of Software and Company Structures1:04:09 Current Business Climate in the Region1:06:13 The Rise of Construction Tech Startups1:10:05 Experiences with Accelerators1:15:39 Pricing Strategies for Startups1:18:41 Conclusion and Future Outlook

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nPlan Raises £11.9M Series B, AI Agents Lack Evals Crisis, WhatsApp Dominates 90% Site Communication

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This episode was published on October 31, 2025.

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"Most AI Agents Will Die" - Why This CTO Is Terrified About What's ComingIn this episode of Bricks, Bucks & Bytes, hosts Owen Drury, Martin, and Patric Hellermann sit down with some of construction tech's boldest builders who aren't holding back....

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