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C3.ai Q4 Loss Narrower Than Expected, Revenues Rise Y/Y, Stock Up
ZACKS· 2025-05-29 12:51
Core Insights - C3.ai experienced a 12.3% increase in share price after reporting fourth-quarter fiscal 2025 results, which included a narrower-than-expected loss and revenues exceeding estimates [1][3]. Financial Performance - In the fiscal fourth quarter, C3.ai reported an adjusted loss of $0.16 per share, better than the Zacks Consensus Estimate of a loss of $0.20, and a non-GAAP loss of $0.11 in the same quarter last year [3]. - Revenues reached $108.7 million, surpassing the consensus estimate of $108.3 million by 0.4% and marking a 26% year-over-year increase [3]. - Subscription revenues, which account for 80% of total revenues, increased by 9% year-over-year to $87.3 million, while professional service revenues surged to $21.4 million [4]. Operational Highlights - The non-GAAP gross margin for the reported quarter was 69%, slightly down from 70% in the previous year [5]. - Research and development expenses rose by 15.4% to $58.4 million, while general and administrative expenses increased by 36.6% to $27.4 million [5]. - Sales and marketing expenses also saw an increase of 11.8% year-over-year, totaling $70.7 million [5]. Annual Performance - For fiscal 2025, total revenues were $389.1 million, up from $310.6 million in fiscal 2024 [7]. - The non-GAAP loss from operations for fiscal 2025 was $52.4 million, an improvement from a loss of $56.2 million in fiscal 2024 [7]. - Adjusted loss per share for fiscal 2025 was $0.41, down from $0.47 in the previous year [7]. Balance Sheet - As of April 30, 2025, C3.ai had total cash, cash equivalents, and short-term investments of $742.7 million, a slight decrease from $750.4 million at the end of fiscal 2024 [8]. Future Guidance - For the first quarter of fiscal 2026, C3.ai expects revenues between $100 million and $109 million, with a projected non-GAAP loss from operations of $23.5 million to $33.5 million [9]. - For the full fiscal 2026, the company anticipates revenues between $447.5 million and $484.5 million, with a non-GAAP loss from operations expected to be in the range of $65 million to $100 million [10].
Aurora(JG) - 2025 Q1 - Earnings Call Transcript
2025-05-29 12:30
Financial Data and Key Metrics Changes - The company's revenue for Q1 2025 reached RMB 89 million, representing a 48% year-over-year growth, marking the highest Q1 revenue since transitioning to a pure SaaS model [8][28] - Gross profit increased by 27% year-over-year, achieving the highest gross profit in the past nine quarters, with gross margin improving by 530 basis points quarter-over-quarter [9][28] - Adjusted EBITDA was positive for the seventh consecutive quarter, indicating a strong financial performance [9][28] Business Line Data and Key Metrics Changes - Developer Services revenue grew by 39% year-over-year, with subscription revenue increasing by 26% year-over-year [12][28] - Engage Labs recognized revenue grew by 127% year-over-year, with total contract value exceeding RMB 110 million in Q1 2025 [8][14] - Financial Risk Management recorded its highest revenue ever at RMB 22.2 million, growing 64% year-over-year [18][19] Market Data and Key Metrics Changes - The advertising spending recovery in Q1 contributed to a 269% year-over-year increase in Value Added Services revenue [16] - Market Intelligence revenue decreased by 26% year-over-year, reflecting ongoing weakness in demand for Chinese app data [21] Company Strategy and Development Direction - The company aims to invest more resources into the development of its enterprise AI agent platform and its global expansion [10] - The management emphasized the importance of balancing R&D and marketing expenses to sustain growth while aiming for profitability [45][46] Management's Comments on Operating Environment and Future Outlook - Management expressed optimism about the growth momentum continuing into the rest of 2025, with Q2 revenue guidance projected between RMB 87.5 million to RMB 90.5 million, reflecting a 10% to 14% year-over-year increase [30][29] - The management acknowledged the need for continued investment in R&D and marketing to maintain competitive advantage and support future growth [43][45] Other Important Information - The company repurchased 16,000 ADS in Q1 2025, with a total of 295,000 ADS repurchased since the start of the program [31] Q&A Session Summary Question: Outlook for EngageLab business after achieving RMB 110 million contract value - Management confirmed the calculation of newly signed contracts and highlighted the ability to win significant contracts globally, though they set realistic expectations for future contract values [34][38] Question: When can the company expect quarterly net profit despite revenue growth? - Management explained that while revenue and gross profit are growing, certain expenses are necessary for continued growth, and profitability will come as the business scales [41][46]
Nvidia(NVDA) - 2026 Q1 - Earnings Call Transcript
2025-05-28 22:02
Financial Data and Key Metrics Changes - NVIDIA reported revenue of $44 billion for Q1 2026, a 69% increase year-over-year, exceeding expectations despite a challenging operating environment [6] - Data center revenue reached $39 billion, growing 73% year-on-year [6] - GAAP gross margins were 60.561%, while non-GAAP gross margins would have been 71.3% excluding a $4.5 billion charge related to inventory write-downs [31][32] Business Line Data and Key Metrics Changes - Data center revenue was significantly impacted by new export controls, with $4.6 billion recognized prior to the controls and a $4.5 billion charge for inventory write-downs [7][31] - Gaming revenue reached a record $3.8 billion, increasing 48% sequentially and 42% year-on-year, driven by strong adoption of Blackwell architecture [22][23] - Pro Visualization revenue was flat sequentially at $5.9 billion but up 19% year-on-year [26] - Automotive revenue was $567 million, down 1% sequentially but up 72% year-on-year, driven by self-driving technology and demand for new energy vehicles [28] Market Data and Key Metrics Changes - China represented a smaller percentage of data center revenue due to export licensing controls, with expectations of a meaningful decrease in Q2 [21] - Singapore accounted for nearly 20% of Q1 build revenue, primarily for orders from US-based customers [22] Company Strategy and Development Direction - NVIDIA is focusing on AI factory deployments, with nearly 100 AI factories in progress, doubling year-over-year [13][14] - The company is committed to a product roadmap extending through 2028, with a focus on enhancing AI capabilities and infrastructure [11][12] - The introduction of new products like GB 300 systems is aimed at maintaining high yields and seamless transitions for customers [11] Management's Comments on Operating Environment and Future Outlook - Management expressed concerns about losing access to the China AI accelerator market, which could have a material adverse impact on business [9] - The company anticipates continued growth in AI demand, particularly in reasoning AI, which is driving significant increases in token generation [12][62] - For Q2, total revenue is expected to be around $45 billion, with modest sequential growth across platforms despite the loss of H20 revenue [32][33] Other Important Information - NVIDIA returned a record $14.3 billion to shareholders through share repurchases and dividends [32] - The company is exploring limited options to supply data center products compliant with new export control rules [8] Q&A Session Summary Question: How much of the inference demand is NVIDIA able to serve? - Jensen Huang stated that NVIDIA aims to serve all inference demand and is on track to meet most of it, highlighting the capabilities of the Grace Blackwell NVLink 72 for reasoning AI [53][54] Question: What is the impact of the China export controls on future revenue? - Colette Kress clarified that the company recognized $4.6 billion in H20 revenue in Q1 but expects a significant decline in China data center revenue in Q2 due to export controls [60][61] Question: What are the drivers of growth for the AI infrastructure? - Jensen Huang identified four positive surprises driving growth: increased demand for reasoning AI, the rescinding of the AI diffusion rule, the rise of enterprise AI, and the emergence of industrial AI [82][84]
C3.ai(AI) - 2025 Q4 - Earnings Call Transcript
2025-05-28 22:02
Financial Data and Key Metrics Changes - Total revenue for Q4 reached $108.7 million, reflecting a 26% increase compared to $86.6 million in the same quarter of the prior year [41] - Subscription revenue for the quarter was $87.3 million, up 9% from $79.9 million a year ago [41] - For the full fiscal year 2025, total revenue was $389.1 million, a 25% increase compared to $310.6 million in fiscal 2024 [42] - Non-GAAP gross profit for Q4 was $75.2 million, equating to a gross margin of approximately 69% [41] - The company closed Q4 with $742.7 million in cash, cash equivalents, and investments, remaining largely unchanged from a year ago [41][68] Business Line Data and Key Metrics Changes - Revenue from the sale of software licenses that are demonstration versions of C3AI applications was $33.8 million during the quarter [64] - Professional services revenue was $21.4 million, with prioritized engineering services accounting for $17 million [65] - Non-Baker Hughes revenue grew by 37% year over year during the quarter and by 40% during the year [65] Market Data and Key Metrics Changes - Non-oil and gas revenue increased by 48% year over year, reflecting successful expansion into 19 different industries [44] - Revenue in state and local government grew over 100% in fiscal 2025, with 71 agreements closed across organizations in 24 states [45] - The life sciences and healthcare sector is emerging as a strength, with traction from customers like GSK and Quest Diagnostics [46] Company Strategy and Development Direction - The company is focused on building a robust partner ecosystem, with 73% of agreements delivered in collaboration with partners [48] - The renewed partnership with Baker Hughes is expected to drive innovation and opportunity in the energy sector [44] - The company aims to capitalize on the growing market for generative AI and Agentic AI, with over 100 solutions deployed [30][59] Management's Comments on Operating Environment and Future Outlook - Management expressed confidence in achieving non-GAAP profitability during the second half of fiscal 2027, with expectations of being free cash flow positive in Q4 of fiscal 2026 [71] - The company highlighted the importance of geopolitical stability for its revenue guidance, acknowledging potential risks [71] - Management emphasized the unique position of C3AI as the only enterprise AI application pure play, with a focus on delivering turnkey solutions [60] Other Important Information - The company has delivered over 130 applications to date, with a focus on addressing real-world business challenges [60] - The partnership with PwC targets key industries such as financial services and manufacturing, enhancing AI-driven transformation [50] - The company has a strong cash position, maintaining approximately $750 million in cash over the past year [35][68] Q&A Session Summary Question: How does the company activate Azure sales reps to deliver C3AI? - The company is charting its salespeople to partner with Azure sales reps, focusing on joint sales calls and providing necessary tools for effective demonstrations [73][75] Question: Can you provide details on the economics of the new Baker Hughes deal? - Specifics are covered under NDA, but the partnership has broadened significantly, continuing to develop solutions together [82] Question: How did the company construct its revenue guidance for FY26? - The guidance reflects awareness of geopolitical risks and the need for stability, with expectations of revenue growth exceeding expense growth [85][87]
C3.ai(AI) - 2025 Q4 - Earnings Call Transcript
2025-05-28 22:02
Financial Data and Key Metrics Changes - Total revenue for Q4 reached $108.7 million, reflecting a 26% increase compared to $86.6 million in the same quarter of the prior year [41] - Subscription revenue for the quarter was $87.3 million, up 9% from $79.9 million a year ago [41] - For the full fiscal year 2025, total revenue was $389.1 million, a 25% increase compared to $310.6 million in fiscal 2024 [42] - Non-GAAP gross profit for Q4 was $75.2 million, equating to a gross margin of approximately 69% [41] - Non-GAAP operating loss was $31.2 million, which was within the guidance range of $30 million to $40 million [41] - Free cash flow for Q4 was $10.3 million, with cash, cash equivalents, and investments totaling $742.7 million at the end of the quarter [41][68] Business Line Data and Key Metrics Changes - Revenue from the sale of software licenses that are demonstration versions of C3AI applications was $33.8 million during the quarter [64] - Professional services revenue was $21.4 million, with prioritized engineering services accounting for $17 million [65] - Non-Baker Hughes revenue grew by 37% year over year during the quarter and by 40% during the year [65] Market Data and Key Metrics Changes - Non-oil and gas revenue increased by 48% year over year, reflecting successful expansion into 19 different industries [44] - Revenue in state and local government grew over 100% in fiscal 2025, with 71 agreements closed across organizations in 24 states [45] - The life sciences and healthcare sector is emerging as a strength, with traction from customers like GSK and Quest Diagnostics [46] Company Strategy and Development Direction - The company has focused on building a robust partner ecosystem, with 73% of agreements delivered in collaboration with partners [48] - Strategic partnerships with Microsoft, AWS, and Google Cloud are pivotal for expanding market reach and enhancing execution [49] - The renewed partnership with Baker Hughes is expected to drive innovation and opportunity in the energy sector [44] Management's Comments on Operating Environment and Future Outlook - Management expressed confidence in the growth trajectory, expecting revenue growth to continue exceeding expense growth [71] - The company anticipates crossing into non-GAAP profitability during the second half of fiscal 2027 and expects to be free cash flow positive in Q4 of fiscal 2026 [71] - The enterprise AI market is described as a vast and growing opportunity, with a focus on delivering secure, scalable, and production-grade solutions [59] Other Important Information - The company has delivered over 130 applications to date, positioning itself uniquely in the AI landscape [60] - The C3 generative AI revenue grew more than 100% in FY 2025, with significant deployments across various industries [56] - The company holds a patent for Agentic AI, which is expected to capitalize on a rapidly growing market [29] Q&A Session Summary Question: How does the company activate Azure sales reps to deliver C3AI? - The company is focusing on engaging Azure sales reps through joint sales calls and providing them with the necessary tools to demonstrate solutions effectively [73][75] Question: Can you provide details on the economics of the new Baker Hughes deal? - Specifics are under NDA, but the partnership has broadened significantly, continuing to provide solutions and enabling Baker Hughes to develop derivative works [82] Question: How did the company construct its revenue guidance for FY26? - The guidance reflects awareness of geopolitical risks and the need for stability, with expectations that revenue growth will continue to exceed expense growth [85]
C3.ai(AI) - 2025 Q4 - Earnings Call Transcript
2025-05-28 22:00
Financial Data and Key Metrics Changes - Total revenue for Q4 reached $108.7 million, reflecting a 26% increase compared to $86.6 million in the same quarter of the prior year [42] - Subscription revenue for the quarter was $87.3 million, up 9% from $79.9 million a year ago [42] - For the full fiscal year 2025, total revenue was $389.1 million, a 25% increase compared to $310.6 million in fiscal 2024 [43] - Non-GAAP operating loss was $31.2 million, which was within the guidance range of $30 million to $40 million [42][67] - Free cash flow for the quarter was $10.3 million, and the company closed Q4 with $742.7 million in cash, cash equivalents, and investments [42][68] Business Line Data and Key Metrics Changes - Subscription and prioritized engineering services revenue totaled $104.4 million, representing 96% of total revenue and a 22% increase from $85.7 million in Q4 of the previous year [42][66] - Revenue from the sale of demonstration software licenses was $33.8 million during the quarter [64] - Non-Baker Hughes revenue grew by 37% year over year during the quarter and by 40% during the year [65] Market Data and Key Metrics Changes - Non-oil and gas revenue increased by 48% year over year, reflecting successful expansion into 19 different industries [45] - Revenue in state and local government grew over 100% in fiscal 2025, with 71 agreements closed across organizations in 24 states [46] - The life sciences and healthcare sector is emerging as a strength, with traction from customers like GSK and Quest Diagnostics [47] Company Strategy and Development Direction - The company has focused on building a robust partner ecosystem, with 73% of agreements delivered in collaboration with partners, resulting in a 68% increase in agreements closed through this network [49] - The renewed partnership with Baker Hughes is expected to drive innovation and opportunity in the energy sector, generating over $5 billion in revenue from this vertical [44] - The company is strategically positioned to capitalize on the growing market for AI applications, with a focus on delivering secure, scalable, and production-grade solutions [60] Management's Comments on Operating Environment and Future Outlook - Management expressed confidence in crossing into non-GAAP profitability during the second half of fiscal 2027, with expectations of free cash flow positivity in the fourth quarter of fiscal 2026 [71] - The company anticipates continued revenue growth exceeding expense growth, driven by a robust suite of enterprise AI applications and an expanding partner ecosystem [71] - Management highlighted the importance of geopolitical stability for achieving revenue guidance, acknowledging risks in Europe and global trade [71] Other Important Information - The company has delivered over 130 applications to date, with 95% of bookings in fiscal 2025 driven by AI applications [61] - The company holds a patent for Agentic AI, positioning it uniquely in the market as the only enterprise AI application pure play [30] Q&A Session Summary Question: How does the company activate Azure sales reps to deliver C3 AI? - The company is focusing on engaging Azure sales reps through joint sales calls and providing them with the necessary tools to demonstrate solutions effectively [73][75] Question: Can you provide insights on the new Baker Hughes deal? - The specifics are under NDA, but the partnership has broadened significantly, continuing to provide solutions and enabling Baker Hughes to develop derivative works [82] Question: How was the revenue guidance for FY26 constructed? - The guidance reflects awareness of geopolitical risks and the need for stability, with a larger range due to potential market fluctuations [85]
联想集团(00992) - 2025 Q4 - 电话会议演示
2025-05-22 08:03
Financial Performance - Full Year 2024/25 - Lenovo Group's revenue reached $69.1 billion, a 21% year-over-year increase[11] - The Group's net income (non-HKFRS) was $1.441 billion, up 36% year-over-year, with a net income margin of 2.1%, up 0.2 percentage points year-over-year[11] - Non-PC revenue mix reached a record high of 47%, up 5 percentage points year-over-year[11] - R&D spending increased by 13% year-over-year, reaching $2.3 billion[15,43] Business Group Performance - Full Year 2024/25 - Intelligent Devices Group (IDG) revenue was $50.5 billion, up 13% year-over-year, with an operating margin of 7.2%[16] - Infrastructure Solutions Group (ISG) revenue reached a record high of $14.5 billion, up 63% year-over-year, with CSP revenue up 92% year-over-year, achieving $10 billion[23] - Solutions & Services Group (SSG) revenue was $8.5 billion, up 13% year-over-year, with an operating margin of 21.1%, and solutions & "as-a-Service" business revenue mix 58%, up 4 percentage points year-over-year[29] Financial Performance - Q4 2024/25 - Group revenue grew 23% year-over-year, with net income (non-HKFRS) up 25% year-over-year[34] - Group revenue reached $17 billion[66] Intelligent Devices Group (IDG) - Q4 2024/25 - IDG's global PC market share rose by 1 percentage point year-over-year to 24%[51] - Lenovo's 5-feature AI PCs captured 16% of PRC notebook shipments in Q4[51] Infrastructure Solutions Group (ISG) - Q4 2024/25 - ISG revenue increased by 63% year-over-year[34] Solutions & Services Group (SSG) - Q4 2024/25 - SSG revenue increased by 18% year-over-year, with an operating margin of 22.7%[34]
LENOVO GROUP(00992) - 2025 Q4 - Earnings Call Transcript
2025-05-22 08:00
Financial Data and Key Metrics Changes - Group revenue increased by over 21% year on year, reaching US$69 billion, the second highest in the company's history [4][15] - Net income surged by 36% year on year on a non-Hong Kong FIS basis, amounting to US$1.4 billion [15][30] - Operating cash flow remained robust at US$1.1 billion, with a cash balance of US$4.7 billion [20] Business Line Data and Key Metrics Changes - Intelligent Device Group (IDG) achieved a 13% year on year revenue growth, with an operating margin of 7.2% [21] - Infrastructure Solutions Group (ISG) reported record revenue of US$15 billion, representing a hyper growth of 63% year on year [25] - Solutions and Services Group (SSG) generated record revenues of US$8.5 billion, up 13% year on year, with an operating profit of US$1.8 billion, a 15% increase [28] Market Data and Key Metrics Changes - All geographies experienced double-digit growth year on year, reflecting Lenovo's global presence [5][18] - Smartphone revenue grew by 27% year on year, reaching a historical high since the acquisition of Motorola [8][23] - Non-PC revenue mix reached 49% of total sales, up five percentage points year on year [31] Company Strategy and Development Direction - The company is focusing on hybrid AI, with significant investments in R&D amounting to US$2.3 billion, an increase of over US$260 million year on year [18] - Lenovo aims to enhance its market competitiveness through operational excellence and continuous innovation [5][34] - The company plans to further accelerate smartphone growth and develop AI-driven applications across its product lines [35] Management's Comments on Operating Environment and Future Outlook - Management expressed confidence in navigating uncertainties from dynamic tariff policies and geopolitical challenges [5][56] - The company anticipates continued growth in AI-driven demand and is well-positioned for future leadership in both personal and enterprise AI [16][34] - Management highlighted the importance of agility in adjusting manufacturing capacity to mitigate tariff impacts [52][56] Other Important Information - Lenovo's commitment to corporate governance and sustainability has been recognized, achieving a AA rating in the Hang Seng Corporate Sustainability Index [32] - The company announced a strategic partnership with PIF Allat, broadening its shareholder base and expanding its global presence [19] Q&A Session Summary Question: How mature are AI PCs and AI smartphones this year? - The company is pleased with the progress in AI PCs and smartphones, expecting significant innovation in 2025 and beyond [38][41] Question: What are the commercial opportunities for Lenovo's AI agents? - The company believes that AI PCs will drive demand and create monetization opportunities as they scale [44][45] Question: Can you explain the financial charge from warrants? - The fair value adjustment to the warrants impacted operating expenses by approximately US$118 million for the quarter [46][48] Question: How is ISG's enterprise business performing? - The enterprise infrastructure is meeting internal goals, with record revenue and strong growth in the CSP segment [49][51] Question: What is the manufacturing footprint to mitigate U.S. tariffs? - The company has built a flexible global manufacturing footprint, allowing quick adjustments to production locations [52][56] Question: What is the outlook for AI server contributions? - The company expects continued growth in AI infrastructure and solutions, leveraging its Neptune liquid cooling technology [66] Question: How sustainable is ISG's profitability? - The company is confident in sustaining profitability through its ODM Plus model and improving cost structures [73][74] Question: What strategies are in place for Motorola's smartphone business? - The company plans to continue expanding its premium smartphone offerings and grow market share in various regions [78][80] Question: How much pull-in demand was seen due to tariffs? - The company did not observe significant pull-in demand but prepared inventory to mitigate risks [81][82]
3 Reasons Salesforce Could Be Back at All-Time Highs by June
MarketBeat· 2025-05-21 18:24
Core Viewpoint - Salesforce Inc. is experiencing a resurgence in its stock price, with shares up over 25% since April and trading just below $290 ahead of upcoming earnings [1][2]. Group 1: Technical Analysis - The technical setup for Salesforce is bullish, with the stock's chart showing a decisive upward trend after a decline in early 2024 [3]. - The MACD indicator remains positive and trending higher, while the RSI is around 60, indicating room for further growth before reaching overbought conditions [3]. - The stock has reclaimed the 50-day moving average and surpassed March highs, suggesting a potential breakout towards $370 if earnings confirm the trend [4]. Group 2: Analyst Sentiment - Analysts are increasingly optimistic, with Mizuho reiterating an Outperform rating and setting a price target of $380, citing Salesforce's position in enterprise AI as a key driver for long-term value [5]. - Needham also maintained a Buy rating with a more aggressive price target of $400, highlighting the Agentforce platform as a significant example of AI innovation [6]. - Analysts believe Salesforce's development of a comprehensive AI platform for customer support and HR functions will enhance its competitive edge [7][8]. Group 3: Earnings Performance - Salesforce has shown consistent earnings performance, achieving its highest revenue ever last quarter, which reflects steady top-line growth and margin expansion [9]. - The company has a strong track record of meeting earnings expectations, missing only a few times by minor margins, and maintaining robust guidance even in challenging macro conditions [10]. - Upcoming earnings are not expected to set an unrealistically high bar, and continued growth in subscription revenue and AI feature adoption could lead to a stock breakout [11]. Group 4: Market Position - Salesforce has lagged behind other large-cap tech stocks in 2024 but is now reclaiming key levels, with technical indicators pointing upward and analysts turning bullish [12]. - If the upcoming earnings confirm positive trends, Salesforce could quickly return to all-time highs [13].
Organizations race to embed AI into enterprise workflows, EXL study finds
Globenewswire· 2025-05-20 13:16
Core Insights - A significant majority of organizations (90%) have altered their operating models to integrate AI, with 39% completely redesigning their workflows [1][2] - Companies anticipate that over half of their processes will incorporate AI within the next year [1] Group 1: AI Adoption and Implementation - More than half (54%) of business leaders feel they are "a little ahead" of competitors in AI implementation, while 22% believe they are "far ahead" [5] - The primary focus for AI technology among business leaders is to improve customer targeting and attraction (50%), followed by enhancing margins and profitability (47%) and reducing operating costs (47%) [5] - Despite rapid adoption of GenAI, approximately 60% of AI initiatives remain in pilot mode, with 73% of organizations acknowledging challenges in improving data capabilities [5] Group 2: Barriers to AI Progress - The most significant barrier to AI adoption is the shortage of skilled talent (31%), followed closely by concerns regarding data privacy and security (30%) and budget constraints (30%) [5] - Only 30% of respondents reported that their company's data is accessible on an enterprise-wide basis, indicating potential data quality issues [5] Group 3: Industry Context - The findings are based on a survey of 290 senior decision-makers across various industries, including banking, finance, insurance, retail, utilities, and healthcare [2][3] - The report emphasizes that the true potential of AI is realized when it is seamlessly integrated into workflows, supported by AI-ready data, appropriate technology, and skilled personnel [3]