Thursday 26 December 2019

Construction as a Mature Technological System

Technology and industry structure



An industry with a deep layer of specialised firms that form a dense network of producers, suppliers and materials was called a ‘technological system’ by Thomas Hughes:

Technological systems solve problems or fulfill goals using whatever means are available and appropriate; the problems have to do mostly with reordering the physical world in ways considered useful or desirable, at least by those designing or employing a technological system (Hughes 1987: 53).

Hughes was an engineer and historian of technology, who saw technology as “craftsmen, mechanics, inventors, engineers, designers and scientists using tools, machines and knowledge to create and control a human-built world”. Technological systems are, for Hughes, the key to understanding technological change. He studied the development and evolution of electric light and power between 1870 and 1940, and wrote a history of the industry. He saw these large, modern technological systems evolving in a loose pattern: “The history of evolving, or expanding, systems can be presented in the phases in which the activity named predominates: invention, development, innovation, transfer, and growth, competition, and consolidation”. As systems mature, they acquire style and momentum.” (Hughes 2004: 65).

When viewing the construction industry as a technological system, the age of the system is the most obvious feature. Most of the various elements of the modern industry came together over the nineteenth century, pushed along by ever larger and more complex projects building canals, roads, bridges and tunnels, railways, factories, offices and housing. During the 1800s the world was urbanising as population rapidly increased and major cities attracted migrants and businesses. In the second half of the century heavy industry and manufacturing spread around the world, from England and Western Europe to America then Japan. New industries needed new types of buildings, typically larger, higher and stronger than traditional methods and materials could provide. Bowley (1966) for the UK and Fitch (1966) for the US are well known histories.

It’s a remarkable fact that the building and construction industry we have today is a technological system that has been developing for 150 years. As a mature technological system, this can be expected to be in many places a quite concentrated industry, run mainly by finance and management types, and having a high degree of technological lock in due to the age of the system. Many of the industry’s global leaders are well-established, Bechtel for example is over 100 years old, and others like Hochtief, Skanska, and AECOM can trace their origin stories back over a similar period. Shimizu is over 200 years old.

Building and construction as an industry cluster has quite different characteristics to the industries studied by Thomas Hughes, and how the modern form of the industry developed over the twentieth century is another interesting story in its own right. The most obvious difference to the industries used as examples by Hughes is the size and diversity of building and construction, because statistics on the industry includes the enormous number of firms and people engaged in the alteration, repair and maintenance of the built environment as well as contractors and suppliers for new builds. The broad base of small firms is a distinctive feature of the overall construction industry as we define it. However, the part of the industry that is engaged in delivering projects (that is, part of a problem-solving technological system) is made up of larger firms than this long tail of small, typically family-owned, businesses.

With industrialised production, prices of manufactured goods decline over time as economies of scale and scope kick in, and over time those cheaper prices allow new technologies to spread and find new uses. Moore’s Law and the price/performance relationship of computers is athe best known example. An example of this price effect in building and construction was machine-made nails. Originally nails, like everything else, were hand made, and in fact were more expensive than screws, “but by 1828 the cost was down to 8c per pound [two kilos] and in 1842 to 3c. Dimensioned lumber and cheap nails made possible a whole new order of speed and economy in wood framing.” (Fitch 1966:121). Combining these two innovations a new system of building known as the ‘balloon frame’ came out of Chicago in the 1840s, and with nailed light timber frames two people could do the work of twenty using traditional methods. This very large increase in productivity came from two relatively simple innovations that, together, had a major impact. Balloon frames were sold in catalogues in many styles, and were used to build the new railway towns and suburban housing spreading across America over the following decades. This highlights the importance of understanding how a combination of new innovations within a technological system is often more significant than the individual new technologies themselves.

This also highlights the fact that the single most important factor in technology uptake is the price/performance relationship, or the gain in productivity or other measure (time, quality, safety, choice) the new technology delivers for a given level of investment. To successfully displace an older technology a new technology has to provide an overwhelming economic advantage to overcome the inbuilt conservatism of an existing industry, due to the investment by incumbents in the current system.

Between 1800 and 1900 there were a series of technological shocks to building and construction, as the new materials of iron, glass and concrete opened up opportunity and possibility for designers, for both what was built and how it was done. Iron and steel divorced the building frame from the envelope between the Crystal Palace in 1851 and the rebuilding of Chicago after the Great Fire of 1871, and with the separation of the frame from the envelope came mass produced infill materials to replace load-bearing construction. Then the combination of steel and concrete made possible the development of reinforced concrete and steel skeleton structures. Both ‘building art and the art of building’ were transformed, not once but several times, over these years as the methods of industrialised building with iron, steel and reinforced concrete were refined.

Over the 1800s the increasingly widespread use of concrete had changed its status from hobby or craft to a modern industry, as scientific investigation into its material properties revealed its shear and compressive characteristics. With the development of reinforced concrete there was change in architectural concepts of structures and approaches to building with concrete. The industrial standards of concrete technology influenced ways of thinking based on building systems and standardized building elements, and became identified with what was known as the Hennnebique System, a simple to use system of building with reinforced concrete columns and beams patented in 1892. According to Pfammatter (2008), by 1905 this system had spread across Europe and elsewhere, and Hennnebique’s company employed 380 people in 50 offices and had 10,000 workers. Concrete then set the agenda for the development of the construction industry as a technological system over the next hundred years, driven by the modernist movement in architecture, which explored the possibilities of these materials, and the increasing height and scale of buildings.

In these examples the relationship between technological change, conceptual thinking and organisational form is clear. While the striking thing is the interrelationship of these three aspects, the driver of these changes is technology, or more precisely new technology that fundamentally changes existing industry practices and delivers a shock to the existing system. With the advent of iron-framed and reinforced concrete buildings the construction industry had to not only master the use of these new materials, but also develop the project management skills the new technology required. That organisational change, in turn, was based on the deeper change in the way of thinking about the world that was fundamental to the industrial revolution and the invention of the scientific method (Landes 1972).

So, why would be experience of the industry over 100 years ago be relevant today? There are two parts to the answer. The first is that the nineteenth century is the only other period of disruptive change we have for comparison. The second is that the effects of technological change on industry structure and performance might plausibly again be in the same key areas as the organisation of projects and the mechanisation of processes, but in the twenty-first century these effects will be heightened and quickened by the network effects associated with digital platforms and artificial intelligence. Because industry structure (the number and size of firms) is fundamentally determined by technology (Sutton 1999), the emergence of new technologies and periods of rapid change can lead to new industries, but can also extensively restructure existing industries (Kamien and Schwartz 1982).

The construction technological system is extraordinarily wide and diverse, and the various parts of the digital construction technological system are in various stages of development. There are very many possible futures that could unfold over the next few decades. However, it is clear that the key technology that underpins these further developments, and upon which new combinations of technology will be based on, is intelligent machines operating in a connected but parallel digital world with varying degrees of autonomy. These are machines that can use data and information to both interact with each other and work with humans, and importantly this digital world will be one designed and built by humans. We are at the point where intelligent machines are moving from operating comfortably in controlled environments, like car manufacturing or social media, to unpredictable environments, like driving a car or truck. In many cases, like remote trucks and trains on mining sites, the operations are run as a partnership between humans and machines, as the saying has it “running with the machines not against them”.

The impacts of new technology on a mature technological system like the construction industry are generally thought to be gradual, changing industry practice over time without significantly affecting industry structure or dynamics. There are good reasons to think this may be wrong because of the current surge in advances in machine learning and the broadening potential of AI. A period of rapid restructuring of the industry similar to the second half of the 1800s may be about to start, when the new materials of glass, steel and reinforced concrete arrived, bringing with them new business models, new entrants and a greatly expanded range of possibilities. In the various forms that AI takes on its way to the construction site it will become central, in one way or another, to all the tasks and activities involved. In this, building and construction is no different from all other industries and activities, but the path of AI in construction will be distinct and different from the path taken in other industries. This path dependence varies not just from industry to industry, but from firm to firm as well.



The full conference paper Construction as a Mature Technological Sysytem can be downloaded here or read on ResearchGate here.

 

Thursday 24 October 2019

Construction in the Fourth Industrial Revolution


Update from the Technology Frontier

It seems to me building and construction will become a laboratory for the fourth industrial revolution. This update from the technology frontier broadly looks at both open and closed emerging platforms. It covers Katerra’s expansion and links to a recent interview with Executive Chairman Michael Marks, a recent paper in Construction Management and Economics on the digital evolution of DPR Construction, RAD Urban and Project Frog, and a new JV between Bentley and Topcon, Digital Construction Works, to provide digital ‘twinning’ services to contractors. The last topic is venture capital invested in the built environment related firms, which was over US$75 billion between 2015-2019.

A previous post looked at site production, with remote controlled equipment, 3D printed machinery and 3D concrete printers. My view is that economies of scale will increasingly favour site production, with exceptions like poured concrete, and the future will see building and construction move to a form of hybrid production that combines off-site manufactured components with those printed on-site. The mix of the two determined by the project’s characteristics.

I suggest three pathways for the development of industry processes and structures over the next few decades, in the sense of technology adoption and implementation trajectories. These are the business as usual, upgraded and modified, and transformational versions of the industry. What really differentiates the three is the rate at which new technologies are taken up, which in turn leads to different trajectories of technological development for firms within those three pathways, which are:

1.       Business as Usual - Similar But Smarter
Where the industry as a whole is much larger than any given project, and the individual projects reflect a consensus view on what the appropriate technological mix might be for that type of project, in that place at that time. Over time this industry consensus moves to include whatever the most effective or efficient piece of technology available.

2.       Upgraded and Modified - Manufactured Mass Customization
These firms invest considerably more in technological development, making significant changes to the way they are organized and the way they organize their projects. Some businesses are much better at this than others. The companies included in this post are clearly on this path, laying the foundations for the future industry, or in Bentley’s case meeting a requirement for an industry built on digital twins.

3.       Transformational - Faster, Higher, Stronger
New production technologies automate many tasks and processes and create new machines that are far more capable than existing ones. Materials and machinery become smart, with embedded processors, are networked and communicate with each other. Components are location and condition aware. Humans partner with machine intelligence to accomplish many tasks, and use robots or exoskeletons for most physical work, with remote control of automated heavy plant and equipment, while fabricated and modular components combine with automated systems and onsite robots to transform the building process. This is happening, as the KES example below shows.


Katerra

Katerra was founded in 2015, and in 2017 raised $130 million reaching a $1 billion valuation. The company’s goal is complete vertical integration of design and construction, from concept sketches to installing the bolts that hold their buildings together. On its projects the company is typically the architect, off-site manufacturer and on-site contractor, and usually contracts directly with developers, who are its clients. The company’s focus is on reducing the time needed to get approval, to document and to build, with significant cost savings to those developers.

The company started by developing software to manage an extensive supply chain for fixtures and fittings from around the world, particularly China, then added a factory in Phoenix making roof trusses, cabinets, wall panels, and other elements. In September 2017 it announced plans to build a  factory that will make panels of cross-laminated timber (CLT), a high-tech structural wood.

Initially, buildings were designed by outside architects, but in 2016 the company started a design division. In 2018, five months after raising another $865mn led by SoftBank’s Vision Fund, Katerra acquired Michael Green Architecture and architects Lord Aeck Sargent. Since then Katerra has acquired lighting manufacturer Shanghai Dangoo Electronics, precast and prefabrication company KEF Infra, engineering firm Equilibrium, and general contractors United Renovations, Fields Construction Co., Bristlecone Construction, UEB Builders and Fortune-Johnson. Expected revenue this year is between $2 billion and $3 billion.

One of the company’s three founders is a multi-family developer, and his projects provided the initial pipeline of work that made the company viable, and a second founder has a tech venture capital fund. The third founder and CEO is Michael Marks who, after revolutionising electronics hardware manufacturing and a stint at Tesla, raised nearly $2 billion in capital. Their ambition is to leverage new technologies to transform building by linking design and production through software, and their strategy now appears to have four legs.

First, modular construction using CLT is what Katerra has become known for, and there are now two multifamily building platforms. The company has two mass-timber factories in California and Washington respectively, the latter the largest CLT manufacturing facility in the US, with another in Texas due next year. Three more factories are planned in India, where Katerra does precast concrete. All structural components are standardised.

However, Katerra is moving on from structural components to fittings and finishes. Katerra plans to outfit its buildings with Katerra Energy System (KES), a proprietary energy and mechanical system, an intelligent power-metering and distribution platform, and KTAC air conditioners, while delivering Katerra Windows from their factory to site in one week. There is a new line of bathroom kits and interior fixtures and finishes under the brand name Kova, with carpet, tile, plumbing fixtures, hardware, wood trim, light fixtures, light sources, and mirrors, as well as a curated line of products called Kova Select.

Third is operations and maintenance services to maintain mechanical and prefabricated systems. Katerra will contract these out but be responsible, because their mechanical and electrical systems talk to the cloud and an operating center gets notified if there’s a problem. This will get the IoT into buildings.

Finally, another significant development for Katerra is a software platform called Apollo. Initially building designs were done in Revit and then the files converted to a different format for machines in the factory. Apollo integrates six functions:
1.       Report uses an address to find site information, zoning, and crime rates etc.;
2.       Insight focuses on design with the two building platforms;
3.       Direct is a library of components used in the building;
4.       Compose is a used for coordination between the different groups working on a project;
5.       Construct is for construction management (similar to Procore and Bluebeam):
6.       Connect is a way of managing the workforce on a project, a database of subcontractors.

At this point, Katerra may be the lead disrupter in building and construction. They have the most fully developed view of integration of the site and supply chain, and are creating a platform for project development and delivery that could become one of the major, widely used systems across the industry. If Apollo works as advertised in linking design and building, it will move well beyond the current focus on document control and communication of software from Oracle Aconex, Trimble Connect, Procore and SAP Connect, and is one model of what second generation PM systems look like.

Interviews with Michael Marks:
Rob Sobyra from Construction Skills Queensland and Michael Marks discuss Katerra:

There is an Australian series of podcasts on engineered wood, including another 2019 interview:


Digital Twin as a Service

In what may another big step forward toward a platform for Construction 4, Bentley Systems and Topcon Positioning Systems have a new joint venture company, Digital Construction Works, to provide digital automation, integration, and ‘twinning’ services to constructors. Bentley and Topcon have been working together since 2016, collaborating on surveying, modelling, scheduling and logistics, work packaging, machine control, and progressive assurance for construction. In 2017 they opened Constructioneering Academies, to further the automation of digital construction through surveying, engineering design, model development and as-built data collection.

The company will ‘embed’ people in contractor’s organisations to act as what I’d call a project information manager, taking some of the responsibility for managing digital work flows off contractors and PMs and maintaining the digital twin of their project. One can see how this could be a successful model for construction. For SMEs in particular, who generally do not have much digital competence, this type of platform may be important, possibly necessary, as clients increasingly require BIM capability from contractors and suppliers.


Digital Construction

A recent paper in Construction Management and Economics examines three San Francisco firms: DPR construction, RAD Urban, and Project Frog. The case studies describe the strategic evolution and restructuring of firm boundaries five years, to enable greater adoption of digital manufacturing. Each firm has developed a different approach: relational, project-based spinoff; vertical integration; or digital systems integration. These approaches are theorized as a form of strategic mirror-breaking intended to redefine the current paradigm of knowledge and task dependencies. They enable the firms to develop products with new system architectures and access more opportunities for innovation in digitally-enabled manufacturing. In a “mirroring trap” incumbent firms resist organizational change: “the knowledge about design, engineering and construction are deeply embedded in specialty firms and their employees’ individual actions. In other words, knowledge about tasks has become tightly aligned with the task dependencies themselves.”

DPR and RAD have both developed in-house systems prefabricated of walls, building factories and managing workloads in interesting but rather conventional ways. DPR has three product lines: a load-bearing structural panel system, exterior wall panels, and interior wall panels with MEP systems.

In 2016 Project Frog moved to a strategy of mass customization: “They transitioned away from modular construction toward a flexible kits-of-parts called their “Frog Kit.” Using the principles of mass customization, Project Frog developed a web-based configuration platform called myProjectFrog. The configuration platform draws from a library of Frog Kit parts designed in Autodesk Revit. Using heuristic rules for design and assembly and the logical constraints of shape grammar, myProjectFrog enables designers to manipulate building design on a standardized grid.”

By coordinating and integrating product design and production from digital-manufacturing suppliers, and the development of a platform which “integrates a product-ready supply chain”, where they provide the core infrastructure of digital integration but other firms participate, Project Frog hopes to build an industrialised construction ecosystem, with these partners developing the products Project Frog inputs into their platform.

Hall et al. conclude with the importance of platforms: “One proposition is that future platform development will tend to be open or closed, depending on the level of vertical integration for the firm. Open platforms will be developed by digital systems integrators such as Project Frog. These firms will develop the platform core and leverage the principles of industry 4.0 to organize the periphery into new digital ecosystems. Closed, internal platforms will be developed by vertically integrated firms such as RAD. These firms gain advantage from total control of system architecture
and the ability to push the limits of technical change.”

They also note: “The start-up Katerra can make an interesting deviant case as a vertically-integrated company that began with a closed product platform but has recently positioned its Apollo Construct software platform as a hybrid between open and closed ecosystems.” The research the paper is based on was done in 2016-17. In 2018 Project Frog released KitConnect, bringing together a decade of development into prefabrication and component design, and integrating BIM with DfMa and logistics.
 

Daniel M. Hall, Jennifer K. Whyte & Jerker Lessing (2019): Mirror-breaking strategies to enable digital manufacturing in Silicon Valley construction firms: a comparative case study, Construction Management and Economics, DOI: 10.1080/01446193.2019.1656814.


Venture Capital in the Built Environment Sector

Also just out is a report from EY’s Global Real Estate, Hospitality & Construction team Venture Capital Funding Points to the Hottest Concepts in Built-World Tech. Since 2015, US$75.2b has been invested in built-world tech by venture capital (VC), in the first three quarters of 2019 US$24.6b was invested.  EY calls built-world tech a subset of the more than 7000 private real estate tech firms globally that have received a combined $US155 billion in funding over the past three years.

 

Interestingly, their view is not about disruption and new business models. They say “built-world tech has evolved as start-ups have focused on finding solutions to some of the greatest challenges facing traditional operators, thereby complementing rather than redefining their businesses. Moreover, these start-ups are increasingly focused on cost-saving and profitability, which will enhance the return on investment.” 
 


Construction is one of the eight sectors they include in their built world, but there are companies in the Visualization and IoT sectors with relevant products. The two biggest sectors by far are Real estate and finance and Flexible work space, and four of the eight are property focused. Three others are construction, IoT and smart buildings and visualization, and all these sectors are inside the built environment sector (BES).  EY notes many companies are blurring the lines between IoT, visualization and data and analytics. Companies are named but not discussed in the EY report.