Revenue Performance - Revenue for the year ended December 31, 2023, was 271,169,adecreaseof847,671 or 76% from 1,108,840in2022,primarilyduetoareductioninactivecustomersfrom16to5[187].CostManagement−Costofrevenuesdecreasedto103,067 in 2023, down 513,982or83617,049 in 2022, attributed to significant staff reductions[188]. - Research and development expenses were 1,107,235for2023,adecreaseof1,298,771 or 54% from 2,406,006in2022,mainlyduetoreducedstaffingandsoftwarecosts[189].−Selling,generalandadministrativeexpenseswere5,944,909 in 2023, down 5,893,219or5011,838,128 in 2022, reflecting a reduction in staff from 39 to 8 employees[191]. Impairment and Losses - Impairment of goodwill and other intangible assets was 3,968,332in2023,adecreaseof4,950,670 or 56% from 8,919,002in2022,influencedbyreducedrevenueprojectionsandcompetitivelandscape[192].−NetlossfortheyearendedDecember31,2023,was10,512,157, a decrease of 11,961,035or5322,473,192 in 2022[186]. Cash Flow and Liquidity - Cash and cash equivalents as of December 31, 2023, were 4.7million,withnetcashusedinoperatingactivitiesamountingto5,471,406[196][200]. - The company completed a registered direct offering in February 2023, raising gross proceeds of 2.25million,andapublicdirectofferinginOctober2023,raisingapproximately3 million[196]. - The company plans to increase cash flow from operations and is evaluating strategic alternatives to address liquidity concerns[198]. - The company incurred net cash used in investing activities of 14,514in2023,significantlylowerthan2,536,832 in 2022, due to reduced payroll capitalized for intangible asset development[201]. Debt and Financing - The company issued 4,750,818inpromissorynotesfrom2017toDecember31,2022,withinterestratesrangingfrom2.459,743,659 warrant derivative loss was recorded beginning February 1, 2021, when the company changed its functional currency[211]. - The company recognizes uncertain income tax positions at the largest amount that is more-likely-than-not to be sustained upon audit, with no accruals for interest and penalties recorded as of December 31, 2023[214]. - The estimation of share-based payments utilizes the Black-Scholes valuation model, with inputs based on historical data and market conditions[215]. - Revenue recognition occurs monthly upon delivery or as services are provided, with cash received in advance recorded as deferred revenue[216]. - The functional currency for each subsidiary is determined based on the primary economic environment, with reassessment occurring if conditions change[217].