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class="entry-content"> <div class="et-l et-l--post"> <div class="et_builder_inner_content et_pb_gutters3"> <div class="et_pb_section et_pb_section_0 section-top services swoop-right hash-mark-right et_animated et_pb_with_background et_section_regular section_has_divider et_pb_bottom_divider et_pb_top_divider" > <div class="et_pb_top_inside_divider et-no-transition"></div> <div class="et_pb_row et_pb_row_0 services-row"> <div class="et_pb_column et_pb_column_1_4 et_pb_column_0 hero-content et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_image et_pb_image_0 project-icon"> <span class="et_pb_image_wrap "><img fetchpriority="high" decoding="async" width="467" height="468" src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-icon-brown-and-caldwell-112x112-1.jpg" alt="" title="" srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-icon-brown-and-caldwell-112x112-1.jpg 467w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-icon-brown-and-caldwell-112x112-1-300x300.jpg 300w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-icon-brown-and-caldwell-112x112-1-150x150.jpg 150w" sizes="(max-width: 467px) 100vw, 467px" class="wp-image-19899" /></span> </div> </div><div class="et_pb_column et_pb_column_3_4 et_pb_column_1 hero-content et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_cta_0 service-title et_pb_promo et_pb_text_align_left et_pb_bg_layout_dark et_pb_no_bg"> <div class="et_pb_promo_description"><h1 class="et_pb_module_header">Digital Solutions</h1></div> </div> </div> </div> <div class="et_pb_bottom_inside_divider et-no-transition"></div> </div><div class="et_pb_section et_pb_section_2 bc-scroll-down et_pb_fullwidth_section et_section_regular" > <section class="et_pb_module et_pb_fullwidth_header et_pb_fullwidth_header_0 et_pb_text_align_left et_pb_bg_layout_dark"> <div class="et_pb_fullwidth_header_container left"> </div> <div class="et_pb_fullwidth_header_overlay"></div> <div class="et_pb_fullwidth_header_scroll"><a href="#" class="scroll-down-container"> <span class="scroll-down et-pb-icon">3</span> </a></div> </section> </div><div class="et_pb_section et_pb_section_3 section-top swoop-right hash-mark-right et_section_regular section_has_divider et_pb_bottom_divider et_pb_top_divider" > <div class="et_pb_top_inside_divider et-no-transition"></div> <div class="et_pb_row et_pb_row_1 section-top mobile et_pb_equal_columns et_pb_gutters1"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_2 hero-content et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_0 title-mobile et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h1 class="et_pb_module_header">Digital Solutions</h1></div> </div> </div> </div> <div class="et_pb_bottom_inside_divider et-no-transition"></div> </div><div class="et_pb_section et_pb_section_4 bc-fullwidth ribbon et_section_regular" > <div class="et_pb_row et_pb_row_2"> <div class="et_pb_column et_pb_column_3_5 et_pb_column_3 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_text et_pb_text_1 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h2>Enabling utilities with the tools for connectivity, flexibility, digitalization, and empowerment to optimize operations and customer service</h2> <p>Water utilities are working to streamline systems to collect operational data for informed decision-making in capital investment planning, customer service, and operator training requirements. Based on demonstrated results, Brown and Caldwell’s approach to digital solutions is customized for the water industry—including wastewater, drinking water, and stormwater.</p> <p>Our digital water solutions are developed and implemented by industry-leading experts, combining digital skills with deep engineering knowledge. Beyond basic data-driven decision making, our approach creates a new utility paradigm to proactively reach optimal operational efficiency. The approach is flexible and scalable, so it can be applied to utilities of any size. These services and solutions build upon one another at a speed that matches organizational readiness and resources, providing higher returns at each step. Ultimately, this empowers operators and managers with a powerful set of tools and related processes—featuring user-friendly interfaces, automation, machine learning, artificial intelligence (AI), digital twins, building information modeling (BIM), and other artificial intelligence-enhanced analytics—to achieve unmatched utility performance.</p></div> </div> </div><div class="et_pb_column et_pb_column_2_5 et_pb_column_4 et_pb_css_mix_blend_mode_passthrough et-last-child et_pb_column_empty"> </div> </div> </div><div class="et_pb_section et_pb_section_5 l1-section three-column et_section_regular" > <div class="et_pb_row et_pb_row_3 cta-icons et_pb_equal_columns"> <div class="et_pb_column et_pb_column_1_3 et_pb_column_5 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_image et_pb_image_2"> <span class="et_pb_image_wrap "><img decoding="async" width="242" height="242" data-src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1.png" alt="" title="" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1-150x150.png 150w" data-sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19900 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 242px; --smush-placeholder-aspect-ratio: 242/242;" /><noscript><img decoding="async" width="242" height="242" data-src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1.png" alt="" title="" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1-150x150.png 150w" data-sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19900 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 242px; --smush-placeholder-aspect-ratio: 242/242;" /><noscript><img decoding="async" width="242" height="242" src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1.png" alt="" title="" srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1-150x150.png 150w" sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19900" /></noscript></noscript></span> </div><div class="et_pb_module et_pb_cta_1 et_pb_promo et_pb_text_align_center et_pb_bg_layout_light et_pb_no_bg"> <div class="et_pb_promo_description"><h2 class="et_pb_module_header">Digital Master Plans</h2><div><p>Developing custom technology roadmaps that leverage digital technologies to meet current and future challenges</p></div></div> </div> </div><div class="et_pb_column et_pb_column_1_3 et_pb_column_6 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_image et_pb_image_3"> <span class="et_pb_image_wrap "><img decoding="async" width="242" height="242" data-src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1.png" alt="" title="" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1-150x150.png 150w" data-sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19901 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 242px; --smush-placeholder-aspect-ratio: 242/242;" /><noscript><img decoding="async" width="242" height="242" data-src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1.png" alt="" title="" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1-150x150.png 150w" data-sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19901 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 242px; --smush-placeholder-aspect-ratio: 242/242;" /><noscript><img decoding="async" width="242" height="242" src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1.png" alt="" title="" srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1-150x150.png 150w" sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19901" /></noscript></noscript></span> </div><div class="et_pb_module et_pb_cta_2 btn-no-borders et_pb_promo et_pb_text_align_center et_pb_bg_layout_light et_pb_no_bg"> <div class="et_pb_promo_description"><h2 class="et_pb_module_header">Operations & Maintenance</h2><div><p>Expert implementation of SCADA, smart sensors, internet of things, digital twins, and predictive maintenance to boost performance and efficiency</p></div></div> </div> </div><div class="et_pb_column et_pb_column_1_3 et_pb_column_7 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_image et_pb_image_4"> <span class="et_pb_image_wrap "><img decoding="async" width="242" height="242" data-src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1.png" alt="" title="" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1-150x150.png 150w" data-sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19902 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 242px; --smush-placeholder-aspect-ratio: 242/242;" /><noscript><img decoding="async" width="242" height="242" data-src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1.png" alt="" title="" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1-150x150.png 150w" data-sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19902 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 242px; --smush-placeholder-aspect-ratio: 242/242;" /><noscript><img decoding="async" width="242" height="242" src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1.png" alt="" title="" srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1-150x150.png 150w" sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19902" /></noscript></noscript></span> </div><div class="et_pb_module et_pb_cta_3 et_pb_promo et_pb_text_align_center et_pb_bg_layout_light et_pb_no_bg"> <div class="et_pb_promo_description"><h2 class="et_pb_module_header">Data and Analytics</h2><div><p>Creating value and extracting data-driven insights through advanced analytics and artificial intelligence across applications (CMMS, SCADA, GIS, etc.)</p></div></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_6 l1-section three-column et_section_regular" > <div class="et_pb_row et_pb_row_4 cta-icons et_pb_equal_columns"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_8 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_image et_pb_image_5"> <span class="et_pb_image_wrap "><img decoding="async" width="242" height="242" data-src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1.png" alt="" title="" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1-150x150.png 150w" data-sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19900 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 242px; --smush-placeholder-aspect-ratio: 242/242;" /><noscript><img decoding="async" width="242" height="242" data-src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1.png" alt="" title="" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1-150x150.png 150w" data-sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19900 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 242px; --smush-placeholder-aspect-ratio: 242/242;" /><noscript><img decoding="async" width="242" height="242" src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1.png" alt="" title="" srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-digital-master-plans-icon-brown-and-caldwell-242x242-1-150x150.png 150w" sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19900" /></noscript></noscript></span> </div><div class="et_pb_module et_pb_cta_4 et_pb_promo et_pb_text_align_center et_pb_bg_layout_light et_pb_no_bg"> <div class="et_pb_promo_description"><h2 class="et_pb_module_header">Digital Master Plans</h2><div><p>Developing custom technology roadmaps that leverage digital technologies to meet current and future challenges</p></div></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_7 l1-section three-column et_section_regular" > <div class="et_pb_row et_pb_row_5 cta-icons et_pb_equal_columns"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_9 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_image et_pb_image_6"> <span class="et_pb_image_wrap "><img decoding="async" width="242" height="242" data-src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1.png" alt="" title="" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1-150x150.png 150w" data-sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19901 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 242px; --smush-placeholder-aspect-ratio: 242/242;" /><noscript><img decoding="async" width="242" height="242" data-src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1.png" alt="" title="" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1-150x150.png 150w" data-sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19901 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 242px; --smush-placeholder-aspect-ratio: 242/242;" /><noscript><img decoding="async" width="242" height="242" src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1.png" alt="" title="" srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-operations-maintenance-icon-brown-and-caldwell-242x242-1-150x150.png 150w" sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19901" /></noscript></noscript></span> </div><div class="et_pb_module et_pb_cta_5 btn-no-borders et_pb_promo et_pb_text_align_center et_pb_bg_layout_light et_pb_no_bg"> <div class="et_pb_promo_description"><h2 class="et_pb_module_header">Operations & Maintenance</h2><div><p>Expert implementation of SCADA, smart sensors, internet of things, digital twins, and predictive maintenance to boost performance and efficiency</p></div></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_8 l1-section three-column et_section_regular" > <div class="et_pb_row et_pb_row_6 cta-icons et_pb_equal_columns"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_10 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_image et_pb_image_7"> <span class="et_pb_image_wrap "><img decoding="async" width="242" height="242" data-src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1.png" alt="" title="" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1-150x150.png 150w" data-sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19902 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 242px; --smush-placeholder-aspect-ratio: 242/242;" /><noscript><img decoding="async" width="242" height="242" data-src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1.png" alt="" title="" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1-150x150.png 150w" data-sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19902 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 242px; --smush-placeholder-aspect-ratio: 242/242;" /><noscript><img decoding="async" width="242" height="242" src="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1.png" alt="" title="" srcset="https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1.png 242w, https://brownandcaldwell.com/wp-content/uploads/2020/04/smart-utility-services-data-analytics-icon-brown-and-caldwell-242x242-1-150x150.png 150w" sizes="(max-width: 242px) 100vw, 242px" class="wp-image-19902" /></noscript></noscript></span> </div><div class="et_pb_module et_pb_cta_6 et_pb_promo et_pb_text_align_center et_pb_bg_layout_light et_pb_no_bg"> <div class="et_pb_promo_description"><h2 class="et_pb_module_header">Data and Analytics</h2><div><p>Creating value and extracting data-driven insights through advanced analytics and artificial intelligence across applications (CMMS, SCADA, GIS, etc.)</p></div></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_9 l1-section et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_7 et_pb_equal_columns"> <div class="et_pb_column et_pb_column_1_2 et_pb_column_11 flex-content et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_image et_pb_image_8"> <span class="et_pb_image_wrap "><img decoding="async" width="1160" height="630" data-src="https://brownandcaldwell.com/wp-content/uploads/2021/12/data-blog3.jpg" alt="PFAS" title="data blog3" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2021/12/data-blog3.jpg 1160w, https://brownandcaldwell.com/wp-content/uploads/2021/12/data-blog3-980x532.jpg 980w, https://brownandcaldwell.com/wp-content/uploads/2021/12/data-blog3-480x261.jpg 480w" data-sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1160px, 100vw" class="wp-image-26193 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 1160px; --smush-placeholder-aspect-ratio: 1160/630;" /><noscript><img decoding="async" width="1160" height="630" src="https://brownandcaldwell.com/wp-content/uploads/2021/12/data-blog3.jpg" alt="PFAS" title="data blog3" srcset="https://brownandcaldwell.com/wp-content/uploads/2021/12/data-blog3.jpg 1160w, https://brownandcaldwell.com/wp-content/uploads/2021/12/data-blog3-980x532.jpg 980w, https://brownandcaldwell.com/wp-content/uploads/2021/12/data-blog3-480x261.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1160px, 100vw" class="wp-image-26193" /></noscript></span> </div> </div><div class="et_pb_column et_pb_column_1_2 et_pb_column_12 flex-content et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_cta_7 btn-light et_pb_promo et_pb_text_align_left et_pb_bg_layout_dark et_pb_no_bg"> <div class="et_pb_promo_description"><h2 class="et_pb_module_header">Using Artificial Intelligence and Machine Learning Operations in the Water Industry</h2><div><p>Advancements in computing, data availability, and artificial intelligence/machine learning (AI/ML) technologies have revolutionized operational efficiency and predictive maintenance. Water utilities can capitalize on these developments to enhance operations and maintenance. By integrating weakly supervised learning into ML Operations, utilities can overcome challenges like limited labeled data and high costs associated with data annotation. The adoption of agile methodologies and collaborative team structures can significantly improve the development, deployment, and maintenance of models, ensuring that water utilities are well-equipped to meet future challenges with AI/ML solutions.</p></div></div> <div class="et_pb_button_wrapper"><a class="et_pb_button et_pb_promo_button" href="https://wileyjournalebooks.com/JAWWA/2024/June/#p=74" target="_blank">Learn more</a></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_10 l1-section et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_8 et_pb_equal_columns"> <div class="et_pb_column et_pb_column_1_2 et_pb_column_13 flex-content et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_cta_8 btn-light et_pb_promo et_pb_text_align_left et_pb_bg_layout_dark et_pb_no_bg"> <div class="et_pb_promo_description"><h2 class="et_pb_module_header">Digital solutions to optimize PFAS interventions</h2><div><h2>Digital solutions quickly analyze data to identify patterns</h2> <p>PFAS are widespread pollutants often found in the environment. Identifying the source of PFAS in a water sample is an essential part of PFAS pollution clean-up and prevention. In this study, Kibbey et al (including Andy Safulko and Greg Coyle from BC) demonstrate how machine learning can effectively identify patterns in PFAS from different sources—thereby facilitating optimal PFAS interventions.</p></div></div> <div class="et_pb_button_wrapper"><a class="et_pb_button et_pb_promo_button" href="https://pubs.rsc.org/en/content/articlelanding/2024/va/d3va00266g" target="_blank">Learn more</a></div> </div> </div><div class="et_pb_column et_pb_column_1_2 et_pb_column_14 flex-content et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_image et_pb_image_9"> <span class="et_pb_image_wrap "><img decoding="async" width="1201" height="628" data-src="https://brownandcaldwell.com/wp-content/uploads/2022/03/PFAS-Green_no_logo_1200x627.png" alt="PFAS" title="PFAS-Green_no_logo_1200x627" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2022/03/PFAS-Green_no_logo_1200x627.png 1201w, https://brownandcaldwell.com/wp-content/uploads/2022/03/PFAS-Green_no_logo_1200x627-980x512.png 980w, https://brownandcaldwell.com/wp-content/uploads/2022/03/PFAS-Green_no_logo_1200x627-480x251.png 480w" data-sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1201px, 100vw" class="wp-image-27416 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 1201px; 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The Digital Twin Readiness Guide provides the framework, steps, and path to achieve essential insights leading to more intuitive water systems operations, making the utility more efficient. The guide was led by Brown and Caldwell, DHI, the SWAN Forum, and with contributions from a diverse group of global utilities, solution providers, academia, and thought leaders.</p></div></div> <div class="et_pb_button_wrapper"><a class="et_pb_button et_pb_promo_button" href="https://swan-forum.com/publications/swan-digital-twin-readiness-guide/" target="_blank">Learn more</a></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_15 l1-section bc-quote et_hover_enabled et_section_regular" > <div class="et_pb_row et_pb_row_10 et_pb_equal_columns"> <div class="et_pb_column et_pb_column_1_2 et_pb_column_17 flex-content bc-quoteblock btn-light et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_text et_pb_text_3 et_pb_text_align_left et_pb_bg_layout_dark"> <div class="et_pb_text_inner"><blockquote> <p>“There is nothing more rewarding than creating breakthroughs with our clients by leveraging data and technology. Helping integrate digital solutions isn’t just about implementing new technology for technology’s sake, it is about harnessing technology in a sustainable way so that it is aligned to current and future demands.”</p> </blockquote> <p>Allan Luk<br /><span style="font-size: smaller;"><em>Digital Solutions Director</em></span></p></div> </div><div class="et_pb_button_module_wrapper et_pb_button_0_wrapper et_pb_module "> <a class="et_pb_button et_pb_button_0 btn-light et_pb_bg_layout_light" href="mailto:info@brwncald.com">Connect</a> </div> </div><div class="et_pb_column et_pb_column_1_2 et_pb_column_18 flex-content bc-quoteblock btn-light et_pb_css_mix_blend_mode_passthrough et-last-child et_pb_column_empty"> </div> </div> </div><div class="et_pb_section et_pb_section_17 l1-section bc-quote et_hover_enabled et_section_regular" > <div class="et_pb_row et_pb_row_11 et_pb_equal_columns"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_19 flex-content bc-quoteblock btn-light et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_image et_pb_image_11"> <span class="et_pb_image_wrap "><img decoding="async" width="395" height="377" data-src="https://brownandcaldwell.com/wp-content/uploads/2023/08/quote-block-allen-luk-brown-and-caldwell.png" alt="" title="quote-block-allen-luk-brown-and-caldwell" data-srcset="https://brownandcaldwell.com/wp-content/uploads/2023/08/quote-block-allen-luk-brown-and-caldwell.png 395w, https://brownandcaldwell.com/wp-content/uploads/2023/08/quote-block-allen-luk-brown-and-caldwell-300x286.png 300w" data-sizes="(max-width: 395px) 100vw, 395px" class="wp-image-31938 lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" style="--smush-placeholder-width: 395px; --smush-placeholder-aspect-ratio: 395/377;" /><noscript><img decoding="async" width="395" height="377" src="https://brownandcaldwell.com/wp-content/uploads/2023/08/quote-block-allen-luk-brown-and-caldwell.png" alt="" title="quote-block-allen-luk-brown-and-caldwell" srcset="https://brownandcaldwell.com/wp-content/uploads/2023/08/quote-block-allen-luk-brown-and-caldwell.png 395w, https://brownandcaldwell.com/wp-content/uploads/2023/08/quote-block-allen-luk-brown-and-caldwell-300x286.png 300w" sizes="(max-width: 395px) 100vw, 395px" class="wp-image-31938" /></noscript></span> </div><div class="et_pb_module et_pb_text et_pb_text_4 et_pb_text_align_left et_pb_bg_layout_dark"> <div class="et_pb_text_inner"><p>“There is nothing more rewarding than creating breakthroughs with our clients by leveraging data and technology. Helping integrate digital solutions isn’t just about implementing new technology for technology’s sake, it is about harnessing technology in a sustainable way so that it is aligned to current and future demands.”</p> <p>Allan Luk<br /><span style="font-size: smaller;"><em>Digital Solutions Director</em></span></p></div> </div><div class="et_pb_button_module_wrapper et_pb_button_1_wrapper et_pb_module "> <a class="et_pb_button et_pb_button_1 btn-light et_pb_bg_layout_light" href="mailto:info@brwncald.com">Connect</a> </div> </div> </div> </div><div class="et_pb_section et_pb_section_18 bc-fullwidth ribbon et_section_regular" > <div class="et_pb_row et_pb_row_12"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_20 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_5 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><div class="section-header"> <h2>Related Projects</h2> </div> <div class="et_blog_posts owl-carousel"> <article id="21353" class="post"> <a href="https://brownandcaldwell.com/project/city-of-memphis-industrial-discharge-smart-sensor-monitoring/" class="entry-featured-image-url"> <div class="featured-image lazyload" style="background-image:inherit;" data-bg-image="url(https://brownandcaldwell.com/wp-content/uploads/2020/09/Project-Industrial-Discharge-Smart-Sensor-Monitoring-City-of-Memphis-BC-thumb.jpg)"></div> </a> <h2 class="entry-title"><a href="https://brownandcaldwell.com/project/city-of-memphis-industrial-discharge-smart-sensor-monitoring/">City of Memphis Industrial Discharge Smart Sensor Monitoring</a></h2> </article> <article id="21151" class="post"> <a href="https://brownandcaldwell.com/project/integrated-utility-data-interface-for-water-quality-optimization/" class="entry-featured-image-url"> <div class="featured-image lazyload" style="background-image:inherit;" data-bg-image="url(https://brownandcaldwell.com/wp-content/uploads/2020/08/project-integrated-utility-data-jordan-valley-water-conservancy-district-BC-thumbnail.png)"></div> </a> <h2 class="entry-title"><a href="https://brownandcaldwell.com/project/integrated-utility-data-interface-for-water-quality-optimization/">Integrated Utility Data Interface for Water Quality Optimization</a></h2> </article> </div> </div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_19 bc-fullwidth ribbon et_section_regular" > <div class="et_pb_row et_pb_row_13"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_21 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_6 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><div class="section-header"> <h2>Related News</h2> </div> <div class="et_blog_posts "> <article id="34975" class="post "> <a href="https://brownandcaldwell.com/2024/10/water-quality-technology-conference/" class="entry-featured-image-url"> <div class="featured-image event"> <div class="event-date-wrap"> <span class="start-date">11/17/24</span> <span class="end-date">11/21/24</span> </div> </div> </a> <h2 class="entry-title"><a href="https://brownandcaldwell.com/2024/10/water-quality-technology-conference/">Water Quality Technology Conference</a></h2> <div class="post-content"> Schaumburg, IL </div> </article> <article id="34446" class="post "> <a href="https://brownandcaldwell.com/2024/08/weftec-2024/" class="entry-featured-image-url"> <div class="featured-image event"> <div class="event-date-wrap"> <span class="start-date">10/05/24</span> <span class="end-date">10/09/24</span> </div> </div> </a> <h2 class="entry-title"><a href="https://brownandcaldwell.com/2024/08/weftec-2024/">WEFTEC 2024</a></h2> <div class="post-content"> New Orleans </div> </article> <article id="34484" class="post "> <a href="https://brownandcaldwell.com/2024/08/watereuse-ca/" class="entry-featured-image-url"> <div class="featured-image event"> <div class="event-date-wrap"> <span class="start-date">09/15/24</span> <span class="end-date">09/17/24</span> </div> </div> </a> <h2 class="entry-title"><a href="https://brownandcaldwell.com/2024/08/watereuse-ca/">WateReuse CA</a></h2> <div class="post-content"> Garden Grove, CA </div> </article> <article id="34341" class="post "> <a href="https://brownandcaldwell.com/2024/07/tri-association-conference/" class="entry-featured-image-url"> <div class="featured-image event"> <div class="event-date-wrap"> <span class="start-date">08/27/24</span> <span class="end-date">08/30/24</span> </div> </div> </a> <h2 class="entry-title"><a href="https://brownandcaldwell.com/2024/07/tri-association-conference/">Tri-Association Conference</a></h2> <div class="post-content"> Ocean City, MD </div> </article> <article id="33389" class="post "> <a 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class="et_pb_section et_pb_section_20 bc-fullwidth ribbon et_section_regular" > <div class="et_pb_row et_pb_row_14"> <div class="et_pb_column et_pb_column_1_2 et_pb_column_22 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_text et_pb_text_7 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><div class="section-header"> <h2>Related Papers and Reports</h2> </div> <ul class="display-posts-listing"><li class="listing-item"><a class="title" href="https://brownandcaldwell.com/papers-and-reports/multi-class-machine-learning-classification-of-pfas-in-environmental-water-samples-a-blinded-test-of-performance-on-unknowns/">Multi-class machine learning classification of PFAS in environmental water samples: a blinded test of performance on unknowns</a></li><li class="listing-item"><a class="title" href="https://brownandcaldwell.com/papers-and-reports/digital-twin-readiness-guide/">Digital Twin Readiness Guide</a></li><li class="listing-item"><a 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et_pb_css_mix_blend_mode_passthrough et-last-child et_pb_column_empty"> </div> </div> </div> </div> </div> </div>  </article>  </div>  <span class="et_pb_scroll_top et-pb-icon"></span> <footer id="main-footer"> <div class="container"> <div id="footer-widgets" class="clearfix"> <div class="footer-widget"><div id="text-2" class="widget-odd widget-last widget-first widget-1 fwidget et_pb_widget widget_text"><h4 class="title">Contact us</h4> <div class="textwidget"><ul> <li><a href="tel:8007272224">800.727.2224</a></li> <li><a href="mailto:info@brwncald.com">General Inquiries</a></li> <li><a href="mailto:info@brwncald.com">Media Contact</a></li> </ul> </div> </div></div><div class="footer-widget"><div id="text-3" class="widget-odd widget-first widget-1 fwidget et_pb_widget widget_text"><h4 class="title">Join us</h4> <div class="textwidget"><ul> <li><a href="https://brownandcaldwell.com/careers/" target="_blank" rel="noopener">Find current career opportunities</a></li> <li><a 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