Financial Performance - For the year ended December 31, 2024, total revenues decreased by 3% to 7,280,885comparedto7,471,198 in 2023, primarily due to deployment delays of high-speed Railcar Inspection Portals [184]. - Technology systems revenue fell by 38% to 2,252,357,whileservicesandconsultingrevenueincreasedby315,028,528, driven by new AI and subscription customers [185]. - The cost of revenues increased by 11% to 6,811,670,withtechnologysystemscostsdecreasingby352,818,078, while services and consulting costs surged by 121% to 3,993,592[189].−Thenetlossfor2024was10,764,457, a slight improvement from the net loss of 11,241,718in2023[184].−RevenuesfortheyearendedDecember31,2024,were7,280,885, a decrease of 3% compared to 7,471,198in2023[193].−Grossmargindecreasedtoapproximately611,452,741, driven by a 43% increase in sales and marketing expenses and a 16% decline in research and development costs [194]. - The net loss for the year ended December 31, 2024, was 10,764,457,areductionfromthenetlossof11,241,718 in 2023 [198]. Cash Flow and Financing - Cash used in operating activities decreased to 3,488,687in2024from8,746,564 in 2023, reflecting improved cash flow management [200]. - The company had a cash balance of 6,266,296andaccountsreceivableof403,441 as of December 31, 2024 [199]. - Net cash provided by financing activities was 9,154,439in2024,primarilyfromtheissuanceofSeriesDandEConvertiblePreferredStock[202].−ThecompanyanticipatescontinuedpositivecashflowfromitsAssetManagementAgreement(AMA)withNewAPREnergy,whichisexpectedtosupportoperations[210].−Thecompanyraisedgrossproceedsofapproximately3,544,689 through its At-The-Market (ATM) offering program in 2024 [208]. - The working capital deficit as of December 31, 2024, was 8,002,361,withanaccumulateddeficitof74,368,009 [207]. Contracts and Agreements - The company secured a long-term agreement with a major Class 1 railroad, enabling new subscription-based services for over 3,000 railcar owners and lessors, expected to generate significant new revenue streams [178]. - Duos Energy Corporation, a new subsidiary, aims to meet the growing demand for power generation, with a two-year agreement valued at approximately 42million[182].−Thecompanyplanstoshifttoamodularandsubscription−basedapproachforitsRailcarInspectionPortal,enhancingrecurringrevenuestreamsthrough"RIP−as−a−Service"[182].−Thecompanyanticipatesrevenuegrowthfromnewmaintenancecontractsandsubscriptionofferingsstartingin2025,targetingabroadermarketincludingClass1railroadsandrailcarowners[186].−TheCompanywillbeginrecognizingrevenuefromtheAMAagreementstartingJanuary2025[216].AssetsandInvestments−TheCompanyrecordedaninitialcarryingvalueof7.2 million for common units received from Sawgrass Parent, representing non-cash consideration for future services under the Asset Management Agreement (AMA) [219]. - The Company recognized an intangible asset valued at 11,161,428relatedtoa5−yearcustomercontractformaintenanceservices,withimmediateamortizationof199,008 for pre-contract costs [221][223]. - No impairment losses were recognized for the equity method investment during the year ended December 31, 2024, and there is no indication of impairment as of the same date [220][226]. - The Company will recognize deferred revenue of $11,161,428 over the 5-year term of the customer contract, with a portion recognized immediately for completed pilot program services [223]. - The Company assesses its equity method investment for impairment whenever events indicate that the carrying amount may not be recoverable [220]. Stock-Based Compensation - The Company accounts for stock-based compensation based on estimated fair values, with a graded vesting feature for employees and directors [227]. - The fair value of stock options is estimated using the Black-Scholes option-pricing formula, influenced by stock price and various subjective variables [228]. - The Company holds a 5% interest in Sawgrass Parent, which is deemed a Variable Interest Entity (VIE), but does not consolidate it as it lacks control over significant economic activities [218]. Revenue Sources - The Company generates revenue from four sources, including Technology Systems, AI Technologies, Technical Support, and Consulting Services [216].