hi everyone our problem statement today is how has AI been used to accelerate Network construction and to deliver connectivity to communities faster Sam Pratt's my name and I'm from render networks where our construction management platform does just that firstly AI is being used across Network planning and design AI algorithms are analyzing huge data sets to optimize the network design process and determine the best roots and configurations deliv and ultimately delivering efficient an efficient design um and very importantly a buildable design next the automation of construction is is being dramatically improved by by ai ai driven automation tools are performing repetitive tasks like construction and and maintenance scheduling construction management tasks like uh and tools like renderer using AMR and construction data sets and autom to allocate the right task to the right resource at the right time dramatically increasing productivity and driving down cost to build predictive maintenance is is next up AI has the ability to predict when and where Network components might fail allowing for preemptive maintenance and ultimately reducing Opex of the network Beyond construction reducing downtime and extending the life of the network infrastructure is also is also possible from a maintenance perspect perspective resource allocation AI is optimizing the allocation of resources such as man Manpower materials and Machinery ensuring that they used efficiently and effectively reducing wastage and keeping projects on schedule and finally quality control is being dramatically improved by ai ai enabled platforms are automating the monitoring of construction quality in real time identifying issues as they areas and in that construction meets the required standards AI image recognition and data analysis are also proving a powerful efficiency driver U simulation and Analysis uh with Technologies such as digital twin and build build scenario analysis is also been very impactful um and dynamically informed time to complete project forecasting which is a feature we have having render is enabling our customers to course correct where required and optimize resource es available to ensure Milestones are delivered ahead of time so the promise of AI is great and with technology available to us today we're incredibly well positioned to efficiently ensure that this generational investment in Communications infrastructure deliv is the best possible outcome for our under underc connected communities [Music]