Financial Data and Key Metrics Changes - Total revenue for Q2 2022 increased 458% to 3.62millioncomparedto649,000 in Q2 2021, driven by production and installation of new railcar inspection portals [11][12] - Gross margin for Q2 2022 increased 575% to 1.28millioncomparedtoanegative270,000 in Q2 2021, attributed to operational improvements [19][20] - Net operating loss for Q2 2022 totaled 1.39million,animprovementfromanetoperatinglossof2.95 million in Q2 2021 [23] Business Line Data and Key Metrics Changes - Technology Systems revenue for Q2 2022 was approximately 2.78million,whilerecurringservicesandconsultingrevenuewasapproximately837,000, marking the highest quarterly recurring revenue in the company's history [11] - Total revenue for the first half of 2022 increased 80% to 5.06millionfrom2.8 million in the same period last year, driven by new installations and increased services [13] Market Data and Key Metrics Changes - The company has a pipeline of potential new business worth over 120million,indicatingstrongmarketdemand[55]−ThetotaladdressablemarketfortheNorthAmericanClass1railroadnetworkcouldaccommodateasmuchas150railcarinspectionportals[76]CompanyStrategyandDevelopmentDirection−Thecompany’s2022operatingstrategiesfocusonimprovingtechnicalandoperationaldelivery,addingrecurringrevenue,andexpandingintothetruckingandaviationindustries[33][34]−ThecompanyaimstoenhanceitsAIcapabilitiesandhasdeployed20AIusecaseswithareliabilityrateof9516.5 million and 18million,representinga996.27 million in cash and cash equivalents, indicating sufficient liquidity to support operations through 2022 and into 2023 [26] - The company is considering increasing working capital due to anticipated business growth and ongoing supply chain disruptions [26][27] Q&A Session Summary Question: Clarification on expected revenue growth in Q3 and Q4 - Management confirmed that they expect third and fourth quarter revenues to be up sequentially in absolute dollars [62][63] Question: Pipeline growth drivers - Management indicated that pipeline growth was driven by new opportunities with Class 1 railroads and car owners, with a focus on subscription models for data [66][67] Question: Recurring revenue from AI use cases - Management confirmed that as more AI use cases are added, recurring revenue will increase due to added value [79]