{"id":2515,"date":"2025-08-13T02:17:01","date_gmt":"2025-08-13T02:17:01","guid":{"rendered":"http:\/\/toxcel.com\/?page_id=2515"},"modified":"2026-03-11T17:02:22","modified_gmt":"2026-03-11T17:02:22","slug":"ai-and-technology","status":"publish","type":"page","link":"https:\/\/toxcel.com\/index.php\/ai-and-technology\/","title":{"rendered":"AI and Technology"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221;][et_pb_row _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;http:\/\/toxcel.com\/wp-content\/uploads\/2026\/03\/AI-and-technology-scaled.jpg&#8221; alt=&#8221;Image of a brain with circuits and holograms representing AI learning&#8221; title_text=&#8221;AI-and-technology&#8221; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||-32px||false|false&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;|600|||||||&#8221; header_text_color=&#8221;#00208a&#8221; header_font_size=&#8221;32px&#8221; inline_fonts=&#8221;Arial&#8221;]<\/p>\n<h1 style=\"text-align: center;\"><span style=\"font-family: Arial;\">AI AND TECHNOLOGY<\/span><\/h1>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221;][et_pb_tabs active_tab_background_color=&#8221;#e5e5e5&#8243; inactive_tab_background_color=&#8221;#35357f&#8221; active_tab_text_color=&#8221;#000000&#8243; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; tab_text_color=&#8221;#ffffff&#8221; body_font=&#8221;Arial||||||||&#8221; body_text_color=&#8221;#000000&#8243; tab_font=&#8221;Arial||||||||&#8221; background_color=&#8221;#e5e5e5&#8243; custom_css_tab=&#8221;img {|| padding-right: 20px;|| padding-bottom: 10px;||}&#8221;][et_pb_tab title=&#8221;AI and Machine Learning&#8221; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; custom_css_main_element=&#8221;img {|| padding-right: 20px;|| padding-bottom: 10px;||}&#8221;]<\/p>\n<h4 data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><strong>AI and Machine Learning<\/strong><\/h4>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">Transportation leaders need clear answers, faster crash-risk detection, smarter work-zones, fairer toll\u00a0rates, yet the data keeps growing while budgets tighten. toXcel turns that complexity into confident\u00a0action. We leverage emerging technologies like computer vision, natural-language processing, and\u00a0predictive modeling to surface the right insight at the right moment, so agencies can intervene before\u00a0small issues become system-wide problems.\u200b<\/p>\n<h5 data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><strong>Our support spans the full life-cycle of AI development. <\/strong><\/h5>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">We frame opportunities and ROI up front,\u00a0engineer secure data pipelines, train and deploy models in cloud or on-prem environments, and keep\u00a0everything evergreen with production-grade\u00a0MLOps\u00a0and intuitive dashboards. Built-in governance\u00a0safeguards every step: bias testing, privacy and security controls, and transparent explanations thatwithstand public-sector audits. Along the way, we build capacity within your team, offering workshops,\u00a0playbooks, and joint innovation sprints through the toXcel eXplore Labs, so the capabilities stay long after\u00a0the project ends.\u200b<\/p>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><span class=\"LineBox  BCX0 SCXP142620211\"><span class=\"TextRun  BCX0 SCXP142620211\" lang=\"EN-US\" xml:lang=\"EN-US\" data-usefontface=\"false\" data-contrast=\"none\"><span class=\"NormalTextRun  BCX0 SCXP142620211\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2907 alignnone size-full\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/road.jpg\" alt=\"\" width=\"230\" height=\"156\" \/><\/span><\/span><\/span>toXcel developed AI models that accurately classified roadway surface type across 8+ states. These models were integrated into a GIS-based interface, allowing agencies to analyze routes using aerial imagery with over 90% accuracy.<\/p>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2909 alignnone size-medium\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/Bike-300x206.png\" alt=\"\" width=\"230\" height=\"158\" srcset=\"https:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/Bike-300x206.png 300w, https:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/Bike.png 460w\" sizes=\"auto, (max-width: 230px) 100vw, 230px\" \/>toXcel applied Large Language Models (LLMs) and unsupervised machine learning to crash reports as part of a Bicycle and Pedestrian Safety research effort. This work uncovered key trends in crash narratives and supported data-informed safety interventions for vulnerable road users.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2910 alignnone size-full\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/street-with-snow.jpg\" alt=\"\" width=\"230\" height=\"158\" \/>toXcel developed RoadVisionary, a proprietary computer vision platform that automates curve advisory speed calculations, sign inventories, and pavement marking retroreflectivity assessments. The platform transforms routine dashcam footage into actionable safety insights with minimal staff effort.<\/p>\n<p>[\/et_pb_tab][et_pb_tab title=&#8221;Analytics&#8221; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; custom_css_main_element=&#8221;img {|| padding-right: 20px;|| padding-bottom: 10px;||}&#8221;]<\/p>\n<h4 data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><strong>Analytics<\/strong><\/h4>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">Transportation programs generate massive amounts of data\u2014from probe data to ITS sensor feeds to budget spreadsheets. toXcel\u2019s analytics team converts those data into usable insights engineers can act on. We deliver\u00a0performance dashboards that show congestion and reliability in real time, demand and revenue forecasts that support\u00a0managed lanes pricing decisions, and automated safety scorecards that replace manual spreadsheets.\u200b<\/p>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">\n<h5 data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><b>What we handle:<\/b>\u200b<\/h5>\n<ul style=\"font-weight: 400;\">\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"1\" data-aria-level=\"1\">Smart insights \u2013 deliver actionable intelligence on roadway and system performance, surfacing trends, anomalies, and predictive alerts so agencies always know where to focus.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"2\" data-aria-level=\"1\">KPI definition &amp; data audit \u2013 align metrics with program goals and document data gaps.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"3\" data-aria-level=\"1\">Pipeline architecture \u2013 build secure warehouses and streaming ETL (Azure, Databricks, on-prem) with full tracking.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"4\" data-aria-level=\"1\">Interactive reporting \u2013 deploy self-service visuals in Power BI, Tableau, or lightweight web apps so staff can drill from region to roadway in seconds.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"5\" data-aria-level=\"1\">Quality &amp; governance \u2013 embed validation rules, privacy controls, and traceability that stand up to public review.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"6\" data-aria-level=\"1\">Capability transfer \u2013 provide targeted training, playbooks, and joint sprints in toXcel eXplore Labs so in-house\u00a0teams can evolve the insights over time.\u200b<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2911 alignnone size-medium\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/road-dividers-300x200.jpg\" alt=\"\" width=\"259\" height=\"170\" \/>To support the MarkSMART program at VDOT, toXcel built a dynamic cost-benefit tool and helped collect retroreflectivity data statewide. This allowed VDOT to evaluate the return on investment of mobile retroreflectometers and optimize striping schedules using predictive analytics.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2912 alignnone size-medium\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/busy-street-300x202.jpg\" alt=\"\" width=\"259\" height=\"171\" \/>toXcel assessed the effects of Yield-As-Stop laws by analyzing bicycle-motor vehicle conflict points across 57 counties and 20 cities. We used geospatial data to evaluate safety metrics and conducted a legislative review of jurisdictions implementing the \u201cIdaho Stop.\u201d<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2913 alignnone size-medium\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/uphill-street-300x203.jpg\" alt=\"\" width=\"258\" height=\"175\" srcset=\"https:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/uphill-street-300x203.jpg 300w, https:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/uphill-street.jpg 322w\" sizes=\"auto, (max-width: 258px) 100vw, 258px\" \/>toXcel supported the City of Bellevue, WA by integrating connected vehicle and cellular data into a decision-support dashboard. This tool helps city staff identify speed-related hotspots and evaluate the impact of countermeasures over time.<\/p>\n<p>[\/et_pb_tab][et_pb_tab title=&#8221;Technology&#8221; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; custom_css_main_element=&#8221;img {|| padding-right: 20px;|| padding-bottom: 10px;||}&#8221;]<\/p>\n<h4 data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><strong>Technology<\/strong><\/h4>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">New sensors, connected-vehicle feeds, and AI-ready devices hit the market every month; agencies need a clear path from buzzword to\u00a0benefit. toXcel guides that journey. We identify the right technologies, shape the business case, and\u00a0stand up\u00a0working prototypes that\u00a0prove value before large-scale investment, so transportation leaders can modernize with confidence rather than guesswork.\u200b<\/p>\n<h5 data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><strong>What we handle:\u200b<\/strong><\/h5>\n<ul style=\"font-weight: 400;\">\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"1\" data-aria-level=\"1\">Technology scans &amp; vendor benchmarking \u2013 systematic reviews of emerging hardware, data services, and software to compare\u00a0capabilities, costs, and readiness.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"2\" data-aria-level=\"1\">Business case &amp; requirements \u2013 translate program goals into functional specs, ROI scenarios, and funding strategies.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"3\" data-aria-level=\"1\">Prototype &amp; pilot management \u2013 design test plans, coordinate vendors, and spin up cloud\/GIS pipelines and dashboards to evaluate\u00a0field performance.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"4\" data-aria-level=\"1\">Custom applications &amp; APIs \u2013 build lightweight decision-support tools and data services that connect new tech to existing systems\u00a0without heavy re-platforming.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"5\" data-aria-level=\"1\">Integration &amp; knowledge transfer \u2013 align data standards, draft technical specs, and train agency staff so successful pilots scale\u00a0smoothly.\u200b<\/li>\n<\/ul>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">The result is a risk-managed path from idea to implementation: agencies adopt only the technologies that demonstrate measurable safety and operational gains, and they retain full ownership of the knowledge and systems needed to keep advancing.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2470 alignnone size-medium\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-21-at-8.08.58\u202fAM-300x227.png\" alt=\"\" width=\"228\" height=\"169\" \/>For a High Water Monitoring Pilot, toXcel led a nationwide technology scan of flood detection systems and evaluated commercial offerings from 13 vendors. Based on this review, we recommended two systems for field testing, coordinated with vendors, and supported the design of automated alerts and roadway closures.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2914 alignnone size-medium\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/bus-300x204.jpg\" alt=\"\" width=\"227\" height=\"151\" \/>toXcel\u00a0conducted a comprehensive technology scan to evaluate technologies that reduce the illegal passing of school buses. We assessed the effectiveness, costs, and readiness of proposed and existing solutions and led a cost-benefit analysis to identify future research needs.<\/p>\n<p>[\/et_pb_tab][et_pb_tab title=&#8221;Innovation Advisory &#8221; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; custom_css_main_element=&#8221;img {|| padding-right: 20px;|| padding-bottom: 10px;||}||&#8221;]<\/p>\n<h4 data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><strong>Innovation Advisory<\/strong><\/h4>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">Keeping pace with emerging trends is hard when budgets are tight and daily operations dominate attention.\u00a0toXcel\u2019s Innovation Advisory\u00a0practice gives agencies a disciplined way to spot the right ideas, secure funding, and move from concept to field-proven solution\u00a0without betting the farm. We combine strategic planning with hands-on\u00a0coaching\u00a0so new initiatives align with agency goals, hit ROI\u00a0targets, and gain lasting support.\u200b<\/p>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">\n<h5 data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><strong>What we handle:\u200b<\/strong><\/h5>\n<ul style=\"font-weight: 400;\">\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"1\" data-aria-level=\"1\">Horizon scans &amp; opportunity identification \u2013 benchmark emerging data, AI, and hardware trends; rank them against safety,\u00a0operations, and budget priorities.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"2\" data-aria-level=\"1\">Innovation roadmaps &amp; prioritization \u2013 turn ideas into staged portfolios with clear objectives, timelines, and resource estimates.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"3\" data-aria-level=\"1\">Pilot design &amp; success metrics \u2013 define hypotheses, data-collection plans, and go\/no-go thresholds to prove value quickly.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"4\" data-aria-level=\"1\">Portfolio governance \u2013 implement stage-gate frameworks, ROI scorecards, and lightweight dashboards to track multiple pilots inparallel.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"5\" data-aria-level=\"1\">Capability building \u2013 deliver workshops, playbooks, and co-development sprints in toXcel eXplore Labs so staff can run the nextround of innovation internally.\u200b<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2915 alignnone size-medium\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/birds-eye-view-parkinglot-300x211.jpg\" alt=\"\" width=\"227\" height=\"160\" \/>As part of the Regional Multi-Modal Mobility Program (RM3P), toXcel\u00a0provides technical guidance on the development and implementation of real-time commuter parking systems and an AI-based decision support platform. We provided vendor management, technical consulting, and performance monitoring for these innovative pilots.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2917 alignnone size-medium\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/Semi-truck-AI-300x168.jpg\" alt=\"\" width=\"230\" height=\"129\" \/><span style=\"font-size: 14px;\">toXcel supported the development of the scoring methodology for the Innovation and Technology Transportation Fund (ITTF). Our work included designing an automated project ranking tool and creating a web application that allows districts to apply for funding and track submissions more efficiently.<\/span><\/p>\n<p>[\/et_pb_tab][et_pb_tab title=&#8221;eXplore Labs&#8221; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; custom_css_main_element=&#8221;img {|| padding-right: 20px;|| padding-bottom: 10px;||}&#8221;]<\/p>\n<h4 data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><strong>eXplore Labs <\/strong><\/h4>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">eXplore Labs\u00a0is our 10,000-square-foot proving ground where concepts move from whiteboard to roadway.\u00a0The facility combines\u00a0dedicated data-science studios with VR suites, a human-factors laboratory, and a full-service garage for sensor integration and vehicle\u00a0instrumentation. Nearby, a rural road test track lets us test ideas in a controlled environment under real-world conditions, without\u00a0waiting for a public-right-of-way permit.\u200b<\/p>\n<h5 data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><strong>What we make possible:\u200b<\/strong><\/h5>\n<ul style=\"font-weight: 400;\">\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"1\" data-aria-level=\"1\">Human-factors &amp; driver-behavior research &#8211; Static and immersive VR labs, a mobile driving simulator for field deployments, and adrive-on simulator (under development) deliver repeatable studies on distraction, workload, and driver behavior.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"2\" data-aria-level=\"1\">Rapid hardware &amp; sensor prototyping &#8211; Garage space supports equipment and telemetry installs; on-site calibration means same-day testing.\u200b<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"450\" data-aria-posinset=\"3\" data-aria-level=\"1\">Closed-loop validation &#8211; Engineers can iterate software, hardware, and human-machine-interface changes in hours, not months\u2014reducing risk before wider pilots.\u200b<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2918 alignnone size-medium\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/eXplore-Labs-300x206.jpg\" alt=\"\" width=\"202\" height=\"139\" srcset=\"https:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/eXplore-Labs-300x206.jpg 300w, https:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/eXplore-Labs.jpg 308w\" sizes=\"auto, (max-width: 202px) 100vw, 202px\" \/><span style=\"font-size: 14px;\">Whether refining an AI vision model, assessing driver reactions to new signage, or stress-testing a roadside sensor package, eXplore\u00a0<\/span><span style=\"font-size: 14px;\">Labs gives agencies and industry partners a controlled, high-fidelity environment to prove performance and safety, then scale with\u00a0<\/span><span style=\"font-size: 14px;\">confidence.\u200b<\/span><\/p>\n<p><span style=\"font-size: 14px;\"><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2920 alignnone size-medium\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/08\/roadtrack-300x203.png\" alt=\"\" width=\"200\" height=\"132\" \/><\/span><span style=\"font-size: 14px;\">The Rural Roads Test Track, part of the eXplore Labs facility, allows real-world testing of curve advisory systems, sensor technologies, and automated data collection tools. This closed-course environment enables safe, repeatable trials prior to public deployment.<\/span><\/p>\n<p><span style=\"font-size: 14px;\"><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2855 alignnone size-medium\" style=\"float: left;\" src=\"http:\/\/toxcel.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-29-at-2.54.15\u202fPM-300x227.png\" alt=\"\" width=\"200\" height=\"152\" srcset=\"https:\/\/toxcel.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-29-at-2.54.15\u202fPM-300x227.png 300w, https:\/\/toxcel.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-29-at-2.54.15\u202fPM-1024x776.png 1024w, https:\/\/toxcel.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-29-at-2.54.15\u202fPM-768x582.png 768w, https:\/\/toxcel.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-29-at-2.54.15\u202fPM-980x743.png 980w, https:\/\/toxcel.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-29-at-2.54.15\u202fPM-480x364.png 480w, https:\/\/toxcel.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-29-at-2.54.15\u202fPM.png 1026w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/span><span style=\"font-size: 14px;\">toXcel\u2019s Mobile Driving Simulator, developed through eXplore Labs, enables field-based driver behavior research. It supports controlled studies on distraction, workload, and reaction time in dynamic driving environments such as work zones and detours.<\/span><\/p>\n<p>[\/et_pb_tab][\/et_pb_tabs][et_pb_text _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221;][\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221;][et_pb_row _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221;][et_pb_image src=&#8221;http:\/\/toxcel.com\/wp-content\/uploads\/2026\/03\/AI-and-technology-scaled.jpg&#8221; alt=&#8221;Image of a brain with circuits and holograms representing AI learning&#8221; title_text=&#8221;AI-and-technology&#8221; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; hover_enabled=&#8221;0&#8243;][\/et_pb_image][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;||-32px||false|false&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221;][et_pb_text _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;|600|||||||&#8221; header_text_color=&#8221;#00208a&#8221; header_font_size=&#8221;32px&#8221; inline_fonts=&#8221;Arial&#8221;] AI AND TECHNOLOGY [\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221;][et_pb_tabs active_tab_background_color=&#8221;#e5e5e5&#8243; inactive_tab_background_color=&#8221;#35357f&#8221; active_tab_text_color=&#8221;#000000&#8243; _builder_version=&#8221;4.5.3&#8243; _module_preset=&#8221;default&#8221; tab_text_color=&#8221;#ffffff&#8221; body_font=&#8221;Arial||||||||&#8221; body_text_color=&#8221;#000000&#8243; [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-2515","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/toxcel.com\/index.php\/wp-json\/wp\/v2\/pages\/2515","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/toxcel.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/toxcel.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/toxcel.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/toxcel.com\/index.php\/wp-json\/wp\/v2\/comments?post=2515"}],"version-history":[{"count":16,"href":"https:\/\/toxcel.com\/index.php\/wp-json\/wp\/v2\/pages\/2515\/revisions"}],"predecessor-version":[{"id":3343,"href":"https:\/\/toxcel.com\/index.php\/wp-json\/wp\/v2\/pages\/2515\/revisions\/3343"}],"wp:attachment":[{"href":"https:\/\/toxcel.com\/index.php\/wp-json\/wp\/v2\/media?parent=2515"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}