Articles:
There are many different methods of constructing a building.
Enable ease and transparency of procurement and payment.Host a widely distributed network of suppliers, from major materials suppliers to specialist SMEs.

Ensure vendors are rigorously pre-qualified to ensure consistency and quality of components.Ensure transparency and provenance of raw materials and documentation of the complete manufacturing process etc.. Objectively allow buyers to compare products against a range of value criteria; not just costBe a neutral broker, charging buyers and sellers a small fee to use the service on the market does not itself influence the price.Allow for standard products as well as compatible enhancements.

Facilitate use of a range of configurators via API’s or plug-ins.Provide instant pricing for the most standard items, with other orders priced in hours.

Ensure data security while also capturing appropriate data to fuel the application (in time) of machine learning and AI to help with pricing and pipeline prediction.. Obviously, this is a complex challenge.
It raises a whole range of issues that would need resolving regarding insurances, warranties, IP, etc.This approach helps professionals remain agile, develop multiple skills, and have options during economic downturns.
His own path evolved from architect/playwright to urban designer, professor, and now AI researcher.. 2.The role of AI in architecture.
He emphasises that narrow AI and generative tools will augment rather than replace architects.The focus should be on leveraging AI for time-consuming tasks (like unit layouts) to free up architects to focus on their core competencies and creative work.