Stripping away their ranking stripes, whether in seniority, expertise, age, number of years’ experience and background; is pre-requisite.

Modelling deployment over a 10-year period demonstrates the opportunity of billions in improved cashflow from the reduction in capital wastage and the delivery of products more quickly to market.Developing more secure supply chains which can respond with agility to disruption.

At a manufacturing level they can deliver more reliable quality with lower complexity and cost, while driving operations significantly closer to net-zero….However, on the day we consciously parked any “solution mode” and the morning was spent discussing barriers: -.see what we see?”.

These can broadly be clustered as follows:.The perceived immaturity of the state-of-the-art.

There is a belief that the technology involved in intensified chemistry is not very mature and therefore carries substantial risk.

Some of the small-scale hardware has not been fully industrialised, the developing data collection, process and quality control approaches have not been fully tested with regulatory authorities..When automated, it is easier to track even the smallest of changes and immediately understand the implications of substitutions.

The data remains ‘clean’..The digital library establishes a digitised quality assurance process that means we can trace and record critical data from design through to operation..

Automated design configuration enables speedier up-front design.The data library can then be embedded in configurators: digital web-based apps/software, which apply the digital data to automatically generate anything from a schedule of room types, to a full, digital asset model..