About This Episode

In this thought-provoking episode, we dive deep into the energy costs and efficiency of AI-generated 3D models in architecture, engineering, and construction. Through detailed analysis and real-world examples, we reveal surprising findings about the energy consumption comparison between AI and human modelers in creating BIM and CAD models, with implications for the future of architectural design workflows.

In This Episode

Understanding everyday energy consumption benchmarks and their relation to AI model generation

Comparative analysis of energy costs for AI-generated 3D models across different building scales, from single-family homes to international airports

The revelation that human modelers are 875 times more energy efficient than AI in creating 3D architectural models

Critical insights into cost-effectiveness thresholds and optimal use cases for AI in architectural modeling

Timestamps

(00:00) - Introduction

(00:05) - Background on 3D CAD and AI integration

(02:27) - Energy impact of AI in image generation

(04:51) - Energy consumption analysis for different building types

(07:12) - Human vs AI modeling efficiency comparison

(09:38) - Cost analysis and practical implications

(12:00) - Conclusion and key takeaways

Resources or Companies Mentioned

Revit: https://www.autodesk.com/products/revit/overview

Connect With Us

Spotify: https://open.spotify.com/show/3fvTj23GIMlAT6CCm4t1lT

Apple: https://podcasts.apple.com/de/podcast/aec-vc/id1740915855

Foundamental: https://www.foundamental.com/

Subscribe to the Newsletter: https://www.linkedin.com/newsletters/aec-vc-7186650851766083584/

Patric Hellermann: https://www.linkedin.com/in/aecvc/

Web: https://aecvc.com/

#AIinConstruction #SustainableTech #ArchitecturalModeling

About This Episode

In this Q3 2024 funding analysis episode, Patric Hellermann breaks down the latest venture capital statistics for the AECS (Architecture, Engineering, Construction, and Supply Chain) technology sector. The analysis reveals that total VC funding has reached $35 billion (excluding Katerra, Vue, and Helio), with Q3 contributing $800 million despite being traditionally a slow quarter for investments.

In This Episode

AECS technology reaches $35 billion in total VC funding, showing resilience compared to broader VC market trends

Regional analysis reveals North America and APAC leading with 1% market share, while Europe maintains 0.5% in AECS tech investments

Seed stage funding hits all-time highs in AECS tech, reaching 3x the levels from 10 years ago, while growth rounds continue to decrease

Q3 2024 shows increased concentration ratio with top 4 deals making up 50% of total funding, indicating reduced market optionality

Timestamps

(00:00) - Introduction

(00:30) - Scope of analysis and sector definition

(01:15) - Total VC funding overview

(02:18) - Market share analysis

(03:45) - Funding round sizes and concentration

(04:41) - Regional breakdown analysis

(07:00) - Conclusion and unicorn status update

Resources or Companies Mentioned

Monarch: [No link provided]

Fortera: [https://forteraglobal.com/]

Knode: [https://www.knode.ai/]

Hero Software: [https://hero-software.de/]

Nexii: [https://www.nexii.com/]

Connect With Us

Spotify: https://open.spotify.com/show/3fvTj23GIMlAT6CCm4t1lT

Apple: https://podcasts.apple.com/de/podcast/aec-vc/id1740915855

Foundamental: https://www.foundamental.com/

Subscribe to the Newsletter: https://www.linkedin.com/newsletters/aec-vc-7186650851766083584/

Patric Hellermann: https://www.linkedin.com/in/aecvc/

Web: https://aecvc.com/

#ConstructionTech #VentureCapital #StartupFunding

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About This Episode

In this episode, we dive into the misconception surrounding standardization in construction. We explore why the common belief that construction should be more standardized overlooks the fundamental principle of demand shaping, drawing parallels with energy markets and the automotive industry to illustrate the concept.

In This Episode

Construction is already standardized at the smallest demand unit level

The importance of demand shaping in standardization across industries

Why modular and prefab construction face challenges in scaling

Lessons from energy markets and the automotive industry on standardization

Examples of demand-shaped construction in state-regulated environments

Timestamps

(00:00) - Introduction to the topic of standardization in construction

(00:49) - Current state of modular construction and common arguments

(02:23) - Explanation of the merit order concept in energy markets

(04:47) - Standardization in the automotive industry

(07:05) - Application of standardization principles in construction

(08:22) - Examples of demand-shaped construction in various countries

(09:33) - Conclusion and key takeaways

Connect With Us

Spotify: https://open.spotify.com/show/3fvTj23GIMlAT6CCm4t1lT

Apple: https://podcasts.apple.com/de/podcast/aec-vc/id1740915855

Foundamental: https://www.foundamental.com/

Subscribe to the Newsletter: https://www.linkedin.com/newsletters/aec-vc-7186650851766083584/

Patric Hellermann: https://www.linkedin.com/in/aecvc/

Web: https://aecvc.com/

#ConstructionStandardization #DemandShaping #ModularConstruction

Would you like any modifications or do you have any questions about the generated content?

In This Episode

Patric's framework for evaluating robotics companies in AEC, emphasizing capital efficiency and scalability

Key factors for success in AEC robotics: buyer readiness, success readiness, and recombination readiness

Ideal founder profiles and development processes for AEC robotics startups

Specific AEC segments that are prime for robotics innovation

Timestamps

(00:00) - Introduction to robotics in AEC

(01:08) - How I think about robotics in AEC

(07:38) - Excerpt from my AEC robotics framework

(12:35) - Examples of promising AEC segments for robotics

(14:28) - Early days dev process for AEC robotics

(17:19) - The robotics founders I look for in AEC

Connect With Us

Spotify: https://open.spotify.com/show/3fvTj23GIMlAT6CCm4t1lT

Apple: https://podcasts.apple.com/de/podcast/aec-vc/id1740915855

Foundamental: https://www.foundamental.com/

Subscribe to the Newsletter: https://www.linkedin.com/newsletters/aec-vc-7186650851766083584/

Patric Hellermann: https://www.linkedin.com/in/aecvc/

Web: https://aecvc.com/

#AECRobotics #ConstructionTech #VentureCapital

Here's the podcast episode description based on the provided transcript:

## About This Episode

In this episode, Patric Hellermann introduces the AEC Tech Internet Index, a powerful tool for analyzing adoption trends in the architecture, engineering, and construction technology sector. This innovative index uses web traffic data as a proxy to gauge the growth and market presence of AEC tech companies, offering insights beyond traditional venture capital metrics.

## In This Episode

Explanation of the AEC Tech Internet Index and its methodology

Analysis of rising companies and category trends in AEC tech in September 2024

Insights into adoption patterns for various AEC tech solutions

Discussion of the challenges in evaluating AEC tech companies using public data

Examination of specific company performances within different AEC tech categories

## Timestamps

(00:00) - Introduction

(00:05) - Overview of the AEC Tech Internet Index

(02:32) - Methodology and rationale behind the index

(04:59) - Analysis of current risers in AEC tech

(07:16) - Category trends and performance

(09:37) - Deep dive into specific AEC tech categories

(11:58) - Mindshare highlights and market dominance

(13:22) - Methodology details and data sources

## Resources or Companies Mentioned

AEC Tech Internet Index: https://www.foundamental.com/internet-index

SEMrush: https://www.semrush.com/

## Connect With Us

Spotify: https://open.spotify.com/show/3fvTj23GIMlAT6CCm4t1lT

Apple: https://podcasts.apple.com/de/podcast/aec-vc/id1740915855

Foundamental: https://www.foundamental.com/

Subscribe to the Newsletter: https://www.linkedin.com/newsletters/aec-vc-7186650851766083584/

Patric Hellermann: https://www.linkedin.com/in/aecvc/

Web: https://aecvc.com/

#AECTech #ConstructionTechnology #VentureCapital

As a VC, I often grapple with a crucial question: is this founder showing grit or stubbornness? In this article, I share my framework for evaluating persistence in AEC startups, emphasizing why learning and adaptability are key in our complex industry.

(01:15) Consistency vs. Adaptability

(02:26) Info Asymmetry Can Make It Hard To Diagnose

(04:00) Learning From Customer Truths

(05:00) … But AECS Makes Diagnosis Harder

(06:09) How To (Self-) Diagnose Grit or Stubbornness in Your AECS Venture

Last week, I met with five AEC founders. All were pushing hard, but I couldn't tell if they were showing grit or just being stubborn. This got me thinking.

Grit And Stubbornness Look Similar

Building in AEC is tough. Really tough. You need grit to succeed. But sometimes, that grit can look a lot like stubbornness.

Picture this: A founder, two years in, still pushing their original idea. Are they persistent or just stuck? From the outside, it's hard to tell.

In AEC, this is even trickier. Our industry is complex. Lots of moving parts. Lots of stakeholders. What looks like stubbornness might be necessary persistence in navigating this maze.

But here's the thing: As a VC, I need to tell the difference. My job is to back gritty founders, not stubborn ones.

So how do we do it? How do we know when to push and when to pivot?

I think it comes down to learning. Are you still learning from your customers? Are you adapting based on those learnings? If yes, that's grit. If not, you might be stuck.

In AEC, we have a unique challenge. Our industry has so many niches. So many potential pivot points. It's easy to justify "just one more try" in a slightly different market.

But here's a number that might shock you: 90% of startups fail. In AEC, I bet it's even higher. Why? Because we confuse grit with stubbornness.

Here's my thesis: True grit in AEC is about learning and adapting. It's not about blindly pushing forward. It's about being smart enough to know when to pivot.

Think about it. The AEC industry is worth $11 trillion globally. But it's fragmented. Complex. To capture even a slice of that, you need to be adaptable.

So, to all the AEC founders out there: Be gritty, not stubborn. Keep learning. Keep adapting. And remember, sometimes the grittiest thing you can do is admit you were wrong and change course.

I'm skeptical about 3D concrete printing for homes. Despite major funding, I question its advantages over traditional methods and challenge founders to prove its value in residential construction.

(01:16) Spoken Plainly
(02:51) When Is Concrete Used?
(04:15) 3D Printing vs. Ready-Mix?
(05:15) So It's The Automation?
(06:22) Who Can Tell Me Why To Print Homes With Concrete?

‍

I've been puzzled lately. 3D concrete printing for homes keeps attracting major funding. But I can't wrap my head around why.

Let's break it down.

‍

The Trigger

Last week, I saw another $50M round for a 3D concrete printing startup. Their pitch? Revolutionizing home construction. My first thought: "Again?"

‍

The Numbers

Residential construction is massive. In the US alone, it's a $240B market. Globally? We're talking trillions.

But here's the kicker: a typical 1,500 sq ft home takes 50-100 man-days to build. That's a lot of labor costs.

‍

The Thesis (or lack thereof)

3D concrete printing promises automation. Fewer workers, faster builds. Sounds great, right?

But here's where I'm stuck:

1. Surface area: Homes aren't massive structures. Concrete shines in large-scale projects like bridges or high-rises.

2. Structural integrity: Single-family homes don't need the strength of reinforced concrete.

3. Efficiency: Ready-mix concrete, poured on-site, is already pretty darn efficient.

4. Sustainability: 3D printing often requires 20-50% more cement. That's bad news for carbon emissions.

5. Alternatives: What about automated stick-framing or robotic brick-laying? They seem just as promising, if not more so.

‍

The Market Opportunity

I'm not saying it doesn't exist. But I'm struggling to see it clearly.

Is it really about automation? Cost savings? Speed? Or is there something I'm missing entirely?

‍

The Technology

The "ink" (concrete mix) and printer heads are evolving. But are they solving real problems? Or creating new ones?

Ready-mix concrete works well for its purpose. Why reinvent the wheel if it's not actually round?

‍

Call to Action for Founders

If you're working on 3D concrete printing for homes, I want to hear from you. Convince me. Show me the data, the cost savings, the environmental benefits.

Maybe I'm wrong. Maybe there's a massive opportunity I'm not seeing. If so, I'm all ears.

Prove me wrong, and you might just find your next investor.

I just wrapped up my Q2 2024 analysis of AECS-Tech funding, and the numbers are too compelling not to share. This sector continues to defy expectations, showing remarkable resilience and growth in a challenging economic climate.

(01:03) Primer: What is the Scope of AECS-Tech

(02:16) AECS-Tech beyond $34B in VC Funding

(03:04) Quarterly Growth Remains since 2021

(04:13) AECS-Tech now at 0.53% of total VC (2x)

(05:24) Funding round sizes near All-Time Highs

(07:15) Healthy Distribution: Top 10 Deals = 34%

(08:35) No Change in Unicorns Last Quarter

Record-breaking funding

The headline? AECS-Tech has surpassed $34 billion in total VC funding. This isn't just a number - it's a testament to the sector's growing importance and the increasing recognition of its potential.

Consistent growth trajectory

What strikes me most is the consistency of this growth. While many sectors are still struggling to match their 2021 peaks, AECS-Tech has maintained a steady upward trajectory. We're now regularly seeing four-quarter rolling totals above $3 billion, with peaks hitting $3.7 billion. This is a significant step up from the pre-2021 era when we hovered around $2.5-3 billion.

Increasing share of global VC funding

AECS-Tech is claiming a larger share of global VC funding. This shift suggests a broader recognition of the sector's potential, likely driven by the pressing need for innovation in construction and infrastructure.

Resilience in growth-stage funding

The resilience of growth-stage funding in AECS-Tech is particularly noteworthy. While the broader VC market has seen a sharp decline in later-stage rounds since 2021, our sector has maintained relatively stable levels. This could indicate a maturing ecosystem with companies demonstrating real value and growth potential.

Healthy distribution of funding

Another encouraging sign is the distribution of funding. The top 10 deals accounted for only 34% of the quarter's funding. This suggests a healthy ecosystem with a diverse range of companies attracting investment, rather than a few giants dominating the landscape.

My thesis

We're witnessing the early stages of a fundamental shift in how we approach the built environment. The sustained growth in AECS-Tech funding isn't just a trend - it's a response to urgent global needs. From sustainability and efficiency to addressing housing shortages and infrastructure challenges, the problems this sector tackles are only becoming more pressing.

The consistent growth, increasing share of global VC funding, and resilience in later-stage rounds all point to a sector that's not just surviving, but thriving. We're seeing a convergence of technological capability, market need, and investor interest that could drive significant innovation in the coming years.

Call to action for founders

To the founders out there: the data is clear - there's never been a better time to build in AECS-Tech. The funding is there, the problems are pressing, and the market is increasingly receptive. If you're working on solutions that can transform how we design, build, and maintain our world, now's the time to accelerate. The opportunity is immense, and the momentum is with you. Let's build the future of our built environment together.

‍Here's a revised short description for a Spotify podcast in first person singular:

I break down why the traditional SaaS model often falls short in construction. I'll dive into the industry's P&L, revealing why services trump software and how startups can tap into a market 50 times larger. I'll share insights on building trust, delivering outcomes, and succeeding in the unique world of AEC. Essential listening for founders and VCs in the construction tech space.

Chapters

(01:13) The herd heuristic: SAAS

(02:37) The 1st principle: AECS = outcome business

(04:14) Services address 50x more market than SaaS

(04:33) The P&L of the industry

(06:23) IT Budgets in AEC(S)

(07:46) What it means for founders

‍

The P&L of the Construction Industry

I've been hearing a lot about "software as a service" lately. It's the golden child of the VC world, especially in enterprise tech. But here's the thing - it's not always the best fit for construction. Let me break it down.

Construction isn't like other industries. It's project-based, with strict deadlines and quality requirements. Miss those, and you're looking at hefty penalties. This makes construction an outcome-driven business.

The P&L of the Construction Industry

Let's look at the numbers. In construction, the typical net profit margin is about 2%. That means 98% of revenue goes to costs. And guess what? Most of that is materials and labor.

Here's the kicker - IT budgets are tiny. A 2021 study showed 58% of general contractors spend less than 1% of revenue on IT. Only 25% spend 3% or more. That's a small slice of the pie for software companies.

But there's a bigger opportunity here. Services address a market 50 times larger than SaaS in construction. That's right, 50 times.

So, what does this mean for startups? Don't just follow the SaaS playbook. Look at the industry's needs. Construction companies want guaranteed outcomes. If you can deliver that, even if you use software to do it, you're golden.

Start with services. Build trust. Show you can deliver. Then, as you learn more about your customers' needs, you can transition to a SaaS model over time.

To founders out there: dig into the vertical singularities of construction. Listen to your customers. They'll tell you what they need. If you can guarantee outcomes and meet those tight project deadlines, you'll find success - whether you're using software or not.

In this episode, I dive into an overlooked opportunity in the construction industry: Warehousing. Is there potentially space (pun) to build a generational company, or not?

I explore why construction is fundamentally a supply chain business and how the lack of just-in-time logistics leads to operational and commercial issues on job sites. Leading to a first principles need for buffering in this complex, interdependent industry, as manufacturers and 3PLs aren't stepping up to fill that buffer role.

Finally, I put forward a to-be-validated thesis for entrepreneurs by providing off-site warehousing and just-in-time delivery to contractors.

Tune in to learn about the compelling numbers behind this play and how it could significantly boost margins for contractors while solving a major pain point in the industry.

(00:58) Construction is a supply chain game

(02:38) It is anything but just-in-time

(03:04) Resulting in inventory lying around on sites

(03:25) Creating operational = Commercial Issues

(05:44) Buffering will always be required

(06:00) Manufacturers = 3PL's won't be the buffer

(09:43) Thesis: The Opportunity

Why isn't anyone innovating in construction warehousing and logistics? In this episode, I lay out the thesis for a major opportunity in the building industry: providing warehousing as a service for construction projects.

Construction is fundamentally a supply chain business, but one that is far from "just-in-time." Jobsites are cluttered with inventory, creating massive inefficiencies and risks.

By strategically locating secure warehouses near major metro areas, a startup could enable contractors to streamline logistics, cut costs, and boost productivity.

Studies show 25% greater resiliency and 40% lower logistics spend from improved supply chain visibility. The revenue potential is huge.

I explain the concept and lay out the numbers. If you're a founder who wants to tackle this opportunity, reach out. Leading contractors are eager for this solution.

Let me know if you would like me to modify this description in any way. The goal was to provide an intriguing summary that captures the key points and encourages listeners to check out the full episode.