[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-0a5ca4c5b5238e08-managing-ai-investments-in-the-agentic-era-summary":3,"summaries-facets-categories":111,"summary-related-0a5ca4c5b5238e08-managing-ai-investments-in-the-agentic-era-summary":5743},{"id":4,"title":5,"ai":6,"body":13,"categories":72,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":77,"navigation":93,"path":94,"published_at":95,"question":74,"scraped_at":95,"seo":96,"sitemap":97,"source_id":98,"source_name":99,"source_type":100,"source_url":101,"stem":102,"tags":103,"thumbnail_url":74,"tldr":108,"tweet":74,"unknown_tags":109,"__hash__":110},"summaries\u002Fsummaries\u002F0a5ca4c5b5238e08-managing-ai-investments-in-the-agentic-era-summary.md","Managing AI Investments in the Agentic Era",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",7919,567,3145,0.00283025,{"type":14,"value":15,"toc":65},"minimark",[16,21,25,29,32,36,39,62],[17,18,20],"h2",{"id":19},"shift-from-token-costs-to-outcome-roi","Shift from Token Costs to Outcome ROI",[22,23,24],"p",{},"As AI moves from simple chat interfaces to long-running agentic workflows, traditional metrics like price-per-million-tokens become insufficient. Leaders must prioritize \"useful work per dollar\"—measuring the total cost to achieve a successful outcome, including latency, human review, and retry rates. The goal is to match the model's capability to the task: reserve frontier intelligence for complex, high-stakes work while utilizing faster, smaller models for routine tasks. Success should be measured by business value, such as cycle time reduction, risk avoidance, or increased operational capacity.",[17,26,28],{"id":27},"governance-as-an-operating-layer","Governance as an Operating Layer",[22,30,31],{},"Governance is no longer just a compliance checkbox; it is the operating layer that enables safe scaling. Before deploying agents that interact with enterprise systems, leaders must define clear boundaries for tool access, permitted actions, and human-in-the-loop approval paths. Centralized administration—such as workspace defaults, group limits, and individual overrides—allows teams to experiment while maintaining cost control. For high-stakes workflows, organizations should integrate privacy controls like Zero Data Retention and work with deployment engineers to ensure architecture, reliability, and security are baked in before scaling.",[17,33,35],{"id":34},"portfolio-based-investment-strategy","Portfolio-Based Investment Strategy",[22,37,38],{},"AI investments should be managed as a portfolio consisting of three tiers: broad productivity access, function-specific repeatable workflows, and strategic bets leveraging proprietary data. Funding should follow a maturity model:",[40,41,42,50,56],"ol",{},[43,44,45,49],"li",{},[46,47,48],"strong",{},"Exploration:"," Testing model capability.",[43,51,52,55],{},[46,53,54],{},"Validation:"," Measuring against a clear quality bar.",[43,57,58,61],{},[46,59,60],{},"Production:"," Supporting integrations, reliability, and change management.",[22,63,64],{},"Once a workflow proves its value, organizations should move away from generic consumption models toward optimized commercial structures like Guaranteed Capacity for production systems, Scale Tier for high-volume APIs, or Batch\u002FFlex processing for asynchronous tasks. This ensures that infrastructure costs align with the specific demands of the business process.",{"title":66,"searchDepth":67,"depth":67,"links":68},"",2,[69,70,71],{"id":19,"depth":67,"text":20},{"id":27,"depth":67,"text":28},{"id":34,"depth":67,"text":35},[73],"Business & SaaS",null,"md",false,{"content_references":78,"triage":88},[79,84],{"type":80,"title":81,"url":82,"context":83},"tool","ChatGPT Work","https:\u002F\u002Fopenai.com\u002Fchatgpt-work\u002F","recommended",{"type":80,"title":85,"url":86,"context":87},"OpenAI Deployment Company","https:\u002F\u002Fdeploy.co\u002F","mentioned",{"relevance":89,"novelty":90,"quality":90,"actionability":90,"composite":91,"reasoning":92},5,4,4.35,"Category: Product Strategy. The article provides a comprehensive framework for managing AI investments, focusing on outcome-based ROI and governance, which directly addresses the pain points of product-minded builders. It offers actionable insights on measuring success and structuring AI investments, making it highly relevant for the target audience.",true,"\u002Fsummaries\u002F0a5ca4c5b5238e08-managing-ai-investments-in-the-agentic-era-summary","2026-07-16 13:33:33",{"title":5,"description":66},{"loc":94},"0a5ca4c5b5238e08","OpenAI News","article","https:\u002F\u002Fopenai.com\u002Findex\u002Fmanaging-ai-investments-in-agentic-era","summaries\u002F0a5ca4c5b5238e08-managing-ai-investments-in-the-agentic-era-summary",[104,105,106,107],"ai-tools","saas","product-strategy","automation","Enterprise leaders should shift from tracking token costs to measuring 'useful work per dollar,' focusing on outcome-based ROI, governance, and scaling proven agentic 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The platform is positioned as a productivity multiplier that provides a 'working draft' for human review, ensuring that the final strategy and judgment remain under the control of the sales representative or manager.",{"title":66,"searchDepth":67,"depth":67,"links":5803},[5804,5805,5806],{"id":5756,"depth":67,"text":5757},{"id":5763,"depth":67,"text":5764},{"id":5797,"depth":67,"text":5798},[122],{"content_references":5809,"triage":5826},[5810,5812,5814,5816,5818,5820,5822,5824],{"type":80,"title":81,"url":5811,"context":83},"https:\u002F\u002Fchatgpt.com\u002Fcodex\u002Ffor-work\u002F",{"type":80,"title":5813,"context":87},"Salesforce",{"type":80,"title":5815,"context":87},"HubSpot",{"type":80,"title":5817,"context":87},"Slack",{"type":80,"title":5819,"context":87},"Outreach",{"type":80,"title":5821,"context":87},"Clay",{"type":80,"title":5823,"context":87},"Rox",{"type":80,"title":5825,"context":87},"Actively",{"relevance":89,"novelty":90,"quality":90,"actionability":90,"composite":91,"reasoning":5827},"Category: AI Automation. The article provides a detailed overview of how ChatGPT Work can automate sales workflows, addressing the pain point of data silos in sales teams. It outlines specific applications like account briefs and meeting preparation, making it actionable for product builders looking to integrate AI into their sales processes.","\u002Fsummaries\u002F0090139282200a1d-using-chatgpt-work-to-automate-sales-workflows-summary","2026-07-16 13:33:34",{"title":5746,"description":66},{"loc":5828},"0090139282200a1d","https:\u002F\u002Fopenai.com\u002Facademy\u002Fcodex-for-work\u002Fhow-sales-teams-use-codex","summaries\u002F0090139282200a1d-using-chatgpt-work-to-automate-sales-workflows-summary",[104,105,107,106],"ChatGPT Work integrates fragmented sales data from CRMs and communication tools to accelerate the creation of account briefs, meeting prep, and deal strategy, while keeping human judgment at the center of the process.",[],"dWWhQM43FE4mLrKPnTVgZTrexewZD14JfXm6mo7HftM",{"id":5840,"title":5841,"ai":5842,"body":5847,"categories":5895,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":5896,"navigation":93,"path":5903,"published_at":5829,"question":74,"scraped_at":5829,"seo":5904,"sitemap":5905,"source_id":5906,"source_name":99,"source_type":100,"source_url":5907,"stem":5908,"tags":5909,"thumbnail_url":74,"tldr":5910,"tweet":74,"unknown_tags":5911,"__hash__":5912},"summaries\u002Fsummaries\u002F521cb8f5727237af-redesigning-telecommunications-deutsche-telekom-s--summary.md","Redesigning Telecommunications: Deutsche Telekom's AI-Native Strategy",{"provider":7,"model":8,"input_tokens":5843,"output_tokens":5844,"processing_time_ms":5845,"cost_usd":5846},6643,521,3062,0.00244225,{"type":14,"value":5848,"toc":5890},[5849,5853,5856,5860,5863,5883,5887],[17,5850,5852],{"id":5851},"redesigning-workflows-over-simple-automation","Redesigning Workflows Over Simple Automation",[22,5854,5855],{},"Deutsche Telekom’s approach to AI transformation centers on the philosophy that becoming \"AI-native\" requires a fundamental redesign of business processes rather than simply layering AI tools onto existing legacy workflows. By treating AI as a core component of their operating model, the company aims to move beyond incremental productivity gains to transform how they deliver services at scale.",[17,5857,5859],{"id":5858},"operationalizing-ai-across-the-enterprise","Operationalizing AI Across the Enterprise",[22,5861,5862],{},"The company’s rollout strategy balances top-down leadership with bottom-up experimentation. By providing 50,000+ employees with access to ChatGPT Enterprise and API tooling early, they fostered a culture of rapid adoption, resulting in a 546% increase in AI tool usage since early 2026. Key operational areas include:",[5769,5864,5865,5871,5877],{},[43,5866,5867,5870],{},[46,5868,5869],{},"Customer Care:"," Moving toward models that eliminate wait times and handoffs by learning from every interaction to eventually outperform traditional support.",[43,5872,5873,5876],{},[46,5874,5875],{},"Network Operations:"," Utilizing AI to optimize mobile network performance in real-time, dynamically adjusting resources based on shifting demand patterns, such as commuter traffic or large public events.",[43,5878,5879,5882],{},[46,5880,5881],{},"Voice Communications:"," Integrating AI directly into the network layer to provide real-time translation, intelligent call assistance, and automated summarization. This strategy aims to democratize AI access by embedding it into existing communication channels rather than requiring users to adopt new, standalone applications.",[17,5884,5886],{"id":5885},"leadership-principles-for-ai-transformation","Leadership Principles for AI Transformation",[22,5888,5889],{},"To successfully scale these initiatives, leadership emphasizes accountability for process change rather than just tool deployment. The core advice for organizations is to identify high-volume interactions where AI can simultaneously improve user experience and operational efficiency, while maintaining strict standards for data sovereignty and security to preserve customer trust.",{"title":66,"searchDepth":67,"depth":67,"links":5891},[5892,5893,5894],{"id":5851,"depth":67,"text":5852},{"id":5858,"depth":67,"text":5859},{"id":5885,"depth":67,"text":5886},[122],{"content_references":5897,"triage":5901},[5898],{"type":80,"title":5899,"publisher":5900,"context":87},"ChatGPT Enterprise","OpenAI",{"relevance":89,"novelty":90,"quality":90,"actionability":90,"composite":91,"reasoning":5902},"Category: Business & SaaS. The article discusses Deutsche Telekom's AI-native strategy, which aligns with the audience's interest in practical applications of AI in business processes. It provides insights into operationalizing AI across various functions, which is actionable for product builders looking to implement similar strategies.","\u002Fsummaries\u002F521cb8f5727237af-redesigning-telecommunications-deutsche-telekom-s-summary",{"title":5841,"description":66},{"loc":5903},"521cb8f5727237af","https:\u002F\u002Fopenai.com\u002Findex\u002Fdeutsche-telekom","summaries\u002F521cb8f5727237af-redesigning-telecommunications-deutsche-telekom-s--summary",[104,107,105,106],"Deutsche Telekom is transitioning to an AI-native operating model by redesigning core workflows—rather than just automating them—across customer service, network operations, and voice communications.",[],"HoWNLE4Gyp4E-x8EyRHYdlrqjW-sx2IaH_78dw3NJgk",{"id":5914,"title":5915,"ai":5916,"body":5921,"categories":5972,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":5973,"navigation":93,"path":5981,"published_at":5982,"question":74,"scraped_at":5983,"seo":5984,"sitemap":5985,"source_id":5986,"source_name":99,"source_type":100,"source_url":5987,"stem":5988,"tags":5989,"thumbnail_url":74,"tldr":5990,"tweet":74,"unknown_tags":5991,"__hash__":5992},"summaries\u002Fsummaries\u002F480508a9ca16ad81-scaling-ai-native-operations-lessons-from-omio-summary.md","Scaling AI-Native Operations: Lessons from Omio",{"provider":7,"model":8,"input_tokens":5917,"output_tokens":5918,"processing_time_ms":5919,"cost_usd":5920},5325,616,3361,0.00225525,{"type":14,"value":5922,"toc":5967},[5923,5927,5930,5934,5937,5940,5960,5964],[17,5924,5926],{"id":5925},"from-search-based-interfaces-to-conversational-commerce","From Search-Based Interfaces to Conversational Commerce",[22,5928,5929],{},"Omio is shifting its core product strategy from traditional search-based travel planning to conversational AI. By connecting OpenAI models directly to its live inventory of over 3,000 transportation providers across 47 countries, the company enables users to bypass fragmented booking sites. Instead of manually comparing routes, travelers can now use natural language to receive personalized, bookable itineraries. This transition represents a move toward \"conversational commerce,\" where AI acts as the primary interface layer between the user and real-world transportation infrastructure.",[17,5931,5933],{"id":5932},"operational-transformation-via-ai-native-workflows","Operational Transformation via AI-Native Workflows",[22,5935,5936],{},"Beyond the customer experience, Omio has adopted an \"AI-native\" operating model, treating AI as a fundamental business transformation rather than a peripheral technology project. The company emphasizes that this shift requires rethinking workflows from the ground up rather than simply automating existing tasks.",[22,5938,5939],{},"Key aspects of this transformation include:",[5769,5941,5942,5948,5954],{},[43,5943,5944,5947],{},[46,5945,5946],{},"Engineering Efficiency:"," By embedding AI tools like Codex across the entire software development lifecycle—including research, planning, coding, testing, and maintenance—Omio has significantly accelerated its shipping cadence.",[43,5949,5950,5953],{},[46,5951,5952],{},"Quantifiable Gains:"," The company reports that development effort for new products has been reduced to 20% of previous levels. Projects that previously required multiple developers over a full quarter can now be completed by a single developer in approximately one month.",[43,5955,5956,5959],{},[46,5957,5958],{},"Human-in-the-loop Governance:"," Despite the speed gains, Omio maintains a strict policy of human accountability. AI is used to accelerate execution and analysis, but final decision-making and responsibility remain with human employees.",[17,5961,5963],{"id":5962},"strategic-principles-for-ai-adoption","Strategic Principles for AI Adoption",[22,5965,5966],{},"Omio’s CTO, Tomas Vocetka, highlights that successful AI integration requires a top-down mandate combined with bottom-up experimentation. By providing broad access to AI tools across both technical and non-technical functions, the company fosters a culture where teams identify their own opportunities for improvement. This approach allows for faster experimentation and validation of customer needs, enabling the company to refine product concepts before committing to larger investments.",{"title":66,"searchDepth":67,"depth":67,"links":5968},[5969,5970,5971],{"id":5925,"depth":67,"text":5926},{"id":5932,"depth":67,"text":5933},{"id":5962,"depth":67,"text":5963},[122],{"content_references":5974,"triage":5979},[5975,5977],{"type":80,"title":5976,"author":5900,"context":87},"ChatGPT",{"type":80,"title":5978,"author":5900,"context":87},"Codex",{"relevance":89,"novelty":90,"quality":90,"actionability":90,"composite":91,"reasoning":5980},"Category: AI & LLMs. The article provides a detailed case study of how Omio integrated LLMs into its operations, addressing key pain points such as engineering efficiency and product strategy. It offers actionable insights on adopting AI-native workflows, making it highly relevant for product builders.","\u002Fsummaries\u002F480508a9ca16ad81-scaling-ai-native-operations-lessons-from-omio-summary","2026-06-22 17:00:00","2026-06-23 12:56:57",{"title":5915,"description":66},{"loc":5981},"480508a9ca16ad81","https:\u002F\u002Fopenai.com\u002Findex\u002Fomio","summaries\u002F480508a9ca16ad81-scaling-ai-native-operations-lessons-from-omio-summary",[104,107,105,106],"Omio transformed its travel booking platform by integrating LLMs into both customer-facing conversational interfaces and internal engineering workflows, resulting in an 80% reduction in development effort.",[],"kycLN24KHWD154YN9tXjMX74gyYEq25hEXzyT0u7lWo",{"id":5994,"title":5995,"ai":5996,"body":6001,"categories":6052,"created_at":74,"date_modified":74,"description":66,"extension":75,"faq":74,"featured":76,"kicker_label":74,"meta":6053,"navigation":93,"path":6059,"published_at":6060,"question":74,"scraped_at":6060,"seo":6061,"sitemap":6062,"source_id":6063,"source_name":99,"source_type":100,"source_url":6064,"stem":6065,"tags":6066,"thumbnail_url":74,"tldr":6067,"tweet":74,"unknown_tags":6068,"__hash__":6069},"summaries\u002Fsummaries\u002F043e5abd40266556-scaling-ai-transformation-in-global-banking-the-bb-summary.md","Scaling AI Transformation in Global Banking: The BBVA Case Study",{"provider":7,"model":8,"input_tokens":5997,"output_tokens":5998,"processing_time_ms":5999,"cost_usd":6000},6889,516,3125,0.00249625,{"type":14,"value":6002,"toc":6047},[6003,6007,6010,6014,6017,6021,6024,6044],[17,6004,6006],{"id":6005},"strategic-framework-for-enterprise-ai-adoption","Strategic Framework for Enterprise AI Adoption",[22,6008,6009],{},"BBVA’s AI transformation, branded as \"The Eight,\" treats AI as a foundational redesign of banking rather than a peripheral technology project. To scale across a highly regulated global organization, the bank established three pillars: trust, governance, and structured learning. By aligning security, legal, and compliance teams from the outset, they replaced unauthorized experimentation with a secure, enterprise-grade environment.",[17,6011,6013],{"id":6012},"driving-adoption-through-leadership-and-enablement","Driving Adoption Through Leadership and Enablement",[22,6015,6016],{},"Success was driven by active executive participation and a bottom-up enablement strategy. BBVA trained 250 senior leaders, including the CEO and chairman, ensuring that AI became a top-down priority. Simultaneously, they fostered an internal culture of innovation through a network of \"AI champions\" and \"AI wizards\" who lead workshops and help colleagues integrate tools into daily workflows. This approach resulted in over 100,000 employees using the platform with a 70% monthly active usage rate.",[17,6018,6020],{"id":6019},"practical-impact-and-custom-tooling","Practical Impact and Custom Tooling",[22,6022,6023],{},"Employees have created over 20,000 custom GPTs to automate specialized tasks, with approximately 4,000 in frequent use. Key examples include:",[5769,6025,6026,6032,6038],{},[43,6027,6028,6031],{},[46,6029,6030],{},"Credit Analysis Pro:"," Automates the extraction and analysis of unstructured data from annual reports and ESG disclosures, allowing analysts to focus on strategic risk assessment.",[43,6033,6034,6037],{},[46,6035,6036],{},"Legal Assistance:"," A Retail Banking Legal Assistant handles 40,000 annual inquiries by synthesizing internal knowledge, significantly reducing manual research time.",[43,6039,6040,6043],{},[46,6041,6042],{},"Operational Efficiency:"," In Peru, an internal AI assistant reduced query handling time from 7.5 minutes to 1 minute, representing an 80% efficiency gain.",[22,6045,6046],{},"Overall, the bank reports an average savings of 3 hours per employee, per week, proving that generative AI can deliver measurable operational impact at scale when paired with domain-specific customization.",{"title":66,"searchDepth":67,"depth":67,"links":6048},[6049,6050,6051],{"id":6005,"depth":67,"text":6006},{"id":6012,"depth":67,"text":6013},{"id":6019,"depth":67,"text":6020},[122],{"content_references":6054,"triage":6057},[6055],{"type":80,"title":5899,"author":5900,"url":6056,"context":83},"https:\u002F\u002Fopenai.com\u002Fbusiness\u002Fenterprise\u002F",{"relevance":89,"novelty":90,"quality":90,"actionability":90,"composite":91,"reasoning":6058},"Category: Business & SaaS. The article provides a detailed case study on BBVA's AI transformation, addressing practical applications of AI in a large organization, which aligns with the audience's interest in actionable insights. It includes specific examples of custom GPTs that demonstrate measurable operational impact, making it highly relevant and actionable.","\u002Fsummaries\u002F043e5abd40266556-scaling-ai-transformation-in-global-banking-the-bb-summary","2026-06-12 12:57:14",{"title":5995,"description":66},{"loc":6059},"043e5abd40266556","https:\u002F\u002Fopenai.com\u002Findex\u002Fbbva","summaries\u002F043e5abd40266556-scaling-ai-transformation-in-global-banking-the-bb-summary",[104,105,107,106],"BBVA transformed its global operations by integrating ChatGPT Enterprise across 100,000 employees, focusing on governance, leadership participation, and employee-led development of 20,000+ custom GPTs.",[],"9kRCyuznNI_eBMNoc02hsYtOLfBMn7JB6YW3whnyK-Y"]