Financial Data and Key Metrics Changes - Q4 2024 revenue reached 35million,representingover10085 million [39] - Cumulative subscriptions and bookings backlog reached nearly 1.2billion,upover7519 million, with a non-GAAP net loss per share of 0.05[66]BusinessLineDataandKeyMetricsChanges−Automotiveunitgrowthwasimpactedbymacropressures,butprojectionsfor2025indicatecontinuedstronggrowth[51]−Significantgrowthintherestaurantsector,withmajorcustomerslikeBurgerKinggoingliveintheUK[17][52]−ExpansioninhealthcarewithnotablewinsincludingDukeHealthandEnglewoodHealth[16]−Newindustryentryinenergywithalargeelectricutilitycontract[20][41]MarketDataandKeyMetricsChanges−Companyworkswith30157 million to $177 million [69] - Anticipated ramp in revenue throughout the year, with a shift towards more predictable recurring revenue streams [70] - Commitment to achieving adjusted EBITDA profitability by the end of 2025 [72] Other Important Information - Company showcased innovations at CES, including collaborations with major partners like NVIDIA and Lucid Motors [27][28] - Strong presence in the automotive sector with ongoing POCs and partnerships with multiple OEMs [15][94] Q&A Session Summary Question: Recent breakthroughs in AI model efficiency - Management confirmed that advances in AI models allow for improved accuracy and reduced costs, with potential for edge computing [76][78] Question: Details on backlog duration and verticals - Backlog duration is slightly over six years, with balanced growth across automotive, restaurant, healthcare, and energy sectors [81][82] Question: Typical time to revenue for POCs - POCs can be executed quickly, especially in automotive, with revenue generation linked to unit shipments [92][96] Question: Economic impact of the new energy deal - The energy deal is multi-year with accelerated cash collection, indicating strong economic benefits [104][105] Question: Prioritization of secondary verticals - Company prioritizes based on potential customer benefits and market opportunities, leveraging existing technology across multiple sectors [123][125]