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AI & BIM
AI in the AEC industry
October 2019
Why should we care about AI?
Our Path Forward
To move towards AI we need to
think differently from the past, in
the future software will be an
integral role in developing solutions.
We need to get better at cross
discipline integration for non-
traditional approaches.
Algorithms will begin to replace
repetitive functions, before the
more advanced decision making.
AI maturity will complement
existing skills, changing the dynamic
between Designers, Engineers and
Programmers. Multi-skilled staff will
be in high in-demand.
Engineer Drafter
Engineer DrafterDesigner
AI
80s
90s
00s
10s
Source(s): Modified from an original concept by
Craig Lamont (2016)
20s
30sEngineerProgrammerAI
Engineer Designer
Engineer Designer Drafter
ProgrammerAI Engineer
How mature are you?
Level 0 Level 1 Level 2 Level 3 Level 4 Level 5
Collaborative
design
Parametric design
for single
functions.
Parametric design
for multiple
disciplines.
Automated design
for a single
discipline.
Automated
Verification for a
single discipline
Fully autonomous
design and
verification for
multiple
disciplines, but a
limited set of
knowledge
domains.
Fully autonomous
design, acting like
a human across a
wide range of
knowledge
domains.
You’re living here You might holiday
here
You could live here
tomorrow
You could live here
in 6 months
You need to be
here in 1~2 years
You need to be
here in 3~5 years
All competitors live
here
Some competitors
live here
Some competitors
live here
Some competitors
are holidaying here
Competitors are
researching a
holiday here
Competitors are
dreaming of living
here
Copyright: Alex Ferguson (2018)
What can you do today?
Level 0 Level 1 Level 2 Level 3 Level 4 Level 5
Collaborative
design
Parametric design
for single
functions.
Parametric design
for multiple
disciplines.
Automated design
for a single
discipline.
Automated
Verification for a
single discipline
Fully autonomous
design and
verification for
multiple
disciplines, but a
limited set of
knowledge
domains.
Fully autonomous
design, acting like
a human across a
wide range of
knowledge
domains.
Encourage teams
to look beyond
traditional delivery
approaches
towards Level 1.
Generate
awareness of the
developing toolset
Invest in
parametric design
capabilities.
Strategically hire
individuals with
this expertise.
Leverage existing
expertise to solve
repetitive tasks.
Implement design
management
processes that
require the
extensive use of
parametric design
to deliver
outcomes.
Invest in fast-
tracking research
and development
of automated
design solutions
alongside industry
expertise.
Implement design
management
processes that
require use of
automated design
to deliver
outcomes.
Invest in research
and development
into the use of AI
for design
development
Copyright: Alex Ferguson (2018)
What could you do today?
Level 0 Level 1 Level 2 Level 3 Level 4 Level 5
Collaborative
design
Parametric design
for single
functions.
Parametric design
for multiple
disciplines.
Automated design
for a single
discipline.
Automated
Verification for a
single discipline
Fully autonomous
design and
verification for
multiple
disciplines, but a
limited set of
knowledge
domains.
Fully autonomous
design, acting like
a human across a
wide range of
knowledge
domains.
Encourage teams
to look beyond
traditional delivery
approaches
towards Level 1.
Generate
awareness of the
developing toolset
Invest in
parametric design
capabilities.
Strategically hire
individuals with
this expertise.
Leverage existing
expertise to solve
repetitive tasks.
Implement design
management
processes that
require the
extensive use of
parametric design
to deliver
outcomes.
Invest in fast-
tracking research
and development
of automated
design solutions
alongside industry
expertise.
Implement design
management
processes that
require use of
automated design
to deliver
outcomes.
Invest in research
and development
into the use of AI
for design
development
Copyright: Alex Ferguson (2018)
Alex Ferguson
Director of Digital Projects

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BIM and AI for the AEC industry

  • 1. AI & BIM AI in the AEC industry October 2019
  • 2. Why should we care about AI?
  • 3. Our Path Forward To move towards AI we need to think differently from the past, in the future software will be an integral role in developing solutions. We need to get better at cross discipline integration for non- traditional approaches. Algorithms will begin to replace repetitive functions, before the more advanced decision making. AI maturity will complement existing skills, changing the dynamic between Designers, Engineers and Programmers. Multi-skilled staff will be in high in-demand. Engineer Drafter Engineer DrafterDesigner AI 80s 90s 00s 10s Source(s): Modified from an original concept by Craig Lamont (2016) 20s 30sEngineerProgrammerAI Engineer Designer Engineer Designer Drafter ProgrammerAI Engineer
  • 4. How mature are you? Level 0 Level 1 Level 2 Level 3 Level 4 Level 5 Collaborative design Parametric design for single functions. Parametric design for multiple disciplines. Automated design for a single discipline. Automated Verification for a single discipline Fully autonomous design and verification for multiple disciplines, but a limited set of knowledge domains. Fully autonomous design, acting like a human across a wide range of knowledge domains. You’re living here You might holiday here You could live here tomorrow You could live here in 6 months You need to be here in 1~2 years You need to be here in 3~5 years All competitors live here Some competitors live here Some competitors live here Some competitors are holidaying here Competitors are researching a holiday here Competitors are dreaming of living here Copyright: Alex Ferguson (2018)
  • 5. What can you do today? Level 0 Level 1 Level 2 Level 3 Level 4 Level 5 Collaborative design Parametric design for single functions. Parametric design for multiple disciplines. Automated design for a single discipline. Automated Verification for a single discipline Fully autonomous design and verification for multiple disciplines, but a limited set of knowledge domains. Fully autonomous design, acting like a human across a wide range of knowledge domains. Encourage teams to look beyond traditional delivery approaches towards Level 1. Generate awareness of the developing toolset Invest in parametric design capabilities. Strategically hire individuals with this expertise. Leverage existing expertise to solve repetitive tasks. Implement design management processes that require the extensive use of parametric design to deliver outcomes. Invest in fast- tracking research and development of automated design solutions alongside industry expertise. Implement design management processes that require use of automated design to deliver outcomes. Invest in research and development into the use of AI for design development Copyright: Alex Ferguson (2018)
  • 6. What could you do today? Level 0 Level 1 Level 2 Level 3 Level 4 Level 5 Collaborative design Parametric design for single functions. Parametric design for multiple disciplines. Automated design for a single discipline. Automated Verification for a single discipline Fully autonomous design and verification for multiple disciplines, but a limited set of knowledge domains. Fully autonomous design, acting like a human across a wide range of knowledge domains. Encourage teams to look beyond traditional delivery approaches towards Level 1. Generate awareness of the developing toolset Invest in parametric design capabilities. Strategically hire individuals with this expertise. Leverage existing expertise to solve repetitive tasks. Implement design management processes that require the extensive use of parametric design to deliver outcomes. Invest in fast- tracking research and development of automated design solutions alongside industry expertise. Implement design management processes that require use of automated design to deliver outcomes. Invest in research and development into the use of AI for design development Copyright: Alex Ferguson (2018)
  • 7. Alex Ferguson Director of Digital Projects

Editor's Notes

  1. You can see the strength and speed of development of AI in software like AlphaGo, which, in the span of 6-9 months, went from being unable to beat a reasonably good Go player to beating the previous world champion 4-5, the current world champion, then beating everyone while playing simultaneously! Then there was AlphaZero, which shortly after, crushed AlphaGo 100 to Zero and AlphaGo just learnt by playing itself, and it can play basically any game in which you input the rules. It is literally, read the rules, play the game and be superhuman It is wishful thinking to believe an AI is not going to replace us. It is capable of vastly more than almost anyone knows. Source(s): Elon Musk (2018) AlphaGo – better than a human in less time to train, better than an algorithm which brute forces to check every solution, 2000 years of history of “this is how the game is best played” to determine strategy and AlphaGo plays moves that humans believed to result in certain defeat, only to win. It has mastered the art. OpenAI – 5 vs 5 competitive gameplay decision making, long term and short term memory, how might this improve our ability to manage risk, identifying strategies for delivering projects in adversarial environments. BIM 360 IQ – about implementing AI / machine learning algorithms on top of data collected during construction. Dynamo / Grasshopper – enabling iterative design – effectively creating search heuristics to find optimal designs that meet desired criteria AI & Architecture – Sketch a building and have it designed for you, input a space constraint and have an AI generate a suitable layout based on your space usage requirements Generative Design – Automatically lay out multi-discipline MEP services in a service corridor Question.. How many lines of code do you think it takes to do the last task?