Gtm Ai Engineer Jobs

About Mixpanel Mixpanel is the leading product intelligence and analytics platform, trusted by more than 29,000 companies to help understand how people use the products they build. By combining powerful analytics with AI that knows your business, Mixpanel helps teams see what’s working, diagnose what’s not, and decide what to build next. Learn more at mixpanel.com . About the Team The Revenue Marketing team at Mixpanel is responsible for pipeline generation across paid, organic, and product-led channels. This role sits within that team as its dedicated lifecycle owner, accountable for the programs and systems that turn interest into pipeline and move high-quality leads toward a meeting. We're early in building a true channel team. With that comes real ownership and real influence over how this motion gets built. You won't be inheriting a mature engine, you'll be defining it. About the Role As our Lifecycle Marketing Manager, you own the always-on programs that drive conversion from handraiser to qualified meeting. That means building the nurture infrastructure, establishing best practices, and acting as a strong partner to regional campaign managers who need scalable, repeatable plays they can execute with confidence. This is not a volume game. Our focus is high-quality engagement with the right accounts at the right moment — and you'll be the person who architects that motion end-to-end. You'll work closely with Marketing Operations and Performance Marketing to define how email fits into the broader GTM stack, and you'll be a key stakeholder in how we operationalize HubSpot as our lifecycle layer. Responsibilities Own the lifecycle marketing program from lead capture through demo booked nurture sequencing, segmentation logic, and revenue tracking Build and manage always-on email programs in HubSpot, including lead nurture, re-engagement, and handraiser follow-up workflows Partner with Marketing Ops to define system ownership across the GTM stack and establish

About Mixpanel Mixpanel is the leading product intelligence and analytics platform, trusted by more than 29,000 companies to help understand how people use the products they build. By combining powerful analytics with AI that knows your business, Mixpanel helps teams see what’s working, diagnose what’s not, and decide what to build next. Learn more at mixpanel.com . About the Team The Revenue Marketing team at Mixpanel is responsible for pipeline generation across paid, organic, and product-led channels. This role sits within that team as its dedicated lifecycle owner, accountable for the programs and systems that turn interest into pipeline and move high-quality leads toward a meeting. We're early in building a true channel team. With that comes real ownership and real influence over how this motion gets built. You won't be inheriting a mature engine, you'll be defining it. About the Role As our Lifecycle Marketing Manager, you own the always-on programs that drive conversion from handraiser to qualified meeting. That means building the nurture infrastructure, establishing best practices, and acting as a strong partner to regional campaign managers who need scalable, repeatable plays they can execute with confidence. This is not a volume game. Our focus is high-quality engagement with the right accounts at the right moment — and you'll be the person who architects that motion end-to-end. You'll work closely with Marketing Operations and Performance Marketing to define how email fits into the broader GTM stack, and you'll be a key stakeholder in how we operationalize HubSpot as our lifecycle layer. Responsibilities Own the lifecycle marketing program from lead capture through demo booked nurture sequencing, segmentation logic, and revenue tracking Build and manage always-on email programs in HubSpot, including lead nurture, re-engagement, and handraiser follow-up workflows Partner with Marketing Ops to define system ownership across the GTM stack and establish

At Lyft, our purpose is to serve and connect. We aim to achieve this by cultivating a work environment where all team members belong and have the opportunity to thrive. The strongest enterprise and mid-market marketing doesn't lead with a product — it leads with the problem a buyer already has. A hospital administrator isn't looking for "Lyft Concierge"; they're looking to reduce missed appointments. An auto dealer principal isn't looking for a rideshare product; they're looking to keep loaner logistics from costing them revenue. We are in the process of revising our go-to-market for Lyft Business to organize around these audiences and their transportation problems, with Concierge, Lyft Pass, Business Profiles, and our Business Travel products positioned as the answer to a clearly named pain point by customer profile. We're hiring an Industry Marketing Manager to build that audience-first structure for our priority verticals, starting with Healthcare and Automotive , across both mid-market and enterprise segments. You'll own the vertical narrative and the content, demand generation strategy, and enablement that will drive marketing-attributable revenue. The primary function of this role is to build and lead vertical-specific go-to-market (GTM) motions for our mid-market and Enterprise business — bringing together vertical-specific content, demand generation, and sales enablement into a coherent, audience-first strategy. Responsibilities: Own vertical strategy and integrated programs Design and execute large, orchestrated tentpole programs for our priority verticals (no more than 2 per quarter) — multichannel activation spanning digital, live events, paid media, social, and press — that bring our value proposition and industry point of view to life for a defined buyer (e.g., hospital CFO, healthcare operations leader, dealer principal/service manager). Build and maintain a thought leadership agenda for each prioritized vertical: original research, proof p

About the Team Our sales and partner management teams are the heart and soul of DoorDash, enabling us to partner with top restaurants across the country to drive revenue and help our partners operate even better. As DoorDash grows both in scale and breadth of offering, the strength of our sales engine and organizational structure must grow with it. About the Role As Senior Manager, Sales planning and strategy at DoorDash, you will play a pivotal role in executing against top company business objectives and help define our sales strategy and planning roadmap. You will be responsible for leading a team of sales planners and analysts. Your team’s responsibilities will range from strategic (designing incentives aligned to the company's goals and strategy, integrating new products into sales GTM strategy and building consensus among sales leadership) to operational/tactical (designing compensation plans, driving plan implementation and ensuring key metrics can be communicated, tracked and commissions calculated). You will bring a strategic mindset and deliver critical insights using analytical and technical support to the successful administration of sales incentive programs globally while proactively building partnerships, promoting open dialogue and creative insights expertise to issues in real time. Reporting to the Director of Sales Strategy and Planning, you will work closely with cross-functional teams to provide valuable insights and recommendations. This role will report to the Vice President of Revenue Operations within the Sales Strategy and Operations organization. You’re excited about this opportunity because you will be driving… Strategic Leadership : Lead a high-performing team of sales planners and analysts to to own the development, implementation and administration of new and existing sales incentive structures for our SMB Post Sales team. Cross-functional Collaboration : Work closely with cross-functional teams, including Sales, Marketing, O

Who we are At Twilio, we’re shaping the future of communications, all from the comfort of our homes. We deliver innovative solutions to hundreds of thousands of businesses and empower millions of developers worldwide to craft personalized customer experiences. Our dedication to remote-first work , and strong culture of connection and global inclusion means that no matter your location, you’re part of a vibrant team with diverse experiences making a global impact each day. As we continue to revolutionize how the world interacts, we’re acquiring new skills and experiences that make work feel truly rewarding. Your career at Twilio is in your hands. . Hiring and how we work We use Artificial Intelligence (AI) to help make our hiring process efficient. That said, every hiring decision is made by real Twilions! Also, while we are a remote-first company, you may be asked to report in person on an ad-hoc basis for team gatherings, functional off-sites or customer meetings. . See yourself at Twilio Join the team as Twilio’s next Staff, Product Owner, Partner Relationship Management. About the job This position is needed to build extraordinary tools and solutions for our rapidly growing Global Partnerships team in conjunction with our Go-To-Market (GTM) teams. The Partner Support team is essential for the success and scalability of our partner and indirect sales channels. We are the drivers of the system, process, and data improvements that unlock new possibilities across our Sales, Channel Marketing, and Strategy organizations. This Product Owner, PRM will work to design, manage, and build scalable solutions, specifically for how we manage, enable, and co-sell with our global partner ecosystem. This is a great role for an experienced Product Owner who is looking to partner with our global stakeholders, leadership, and builders to execute a roadmap that operationalizes highly-visible channel goals alongside critical Keep the Lights On (KTLO) work

カントリーマネージャー 日本 当社は、日本の事業の立ち上げと爆発的な成長を牽引する、先見の明のあるカントリーマネージャーを探しています。APACセールス担当SVPの直属となり、この重要な市場へのMongoDBの戦略的拡大の基礎となるアーキテクト（設計者）および要（かなめ）となります。これは単なる営業職ではなく、ゼロから高性能なチームを構築し、実行の文化を植え付け、営業、技術チーム、パートナーエコシステムを結びつける部門横断的なGTM（Go-To-Market）戦略を組織するリーダーシップの任務です。あなたは、トップクラスの人材を採用し、世界で最も急成長しているデータベースの顧客導入を促進し、この地域のソフトウェアの未来を定義する深く価値の高い関係を築くことで、当社の日本でのサクセスストーリーのアーキテクトとなるでしょう。 当社のハイブリッド勤務モデルのため、日本に拠点を置く候補者と面談したいと考えています。 職務内容 日本の市場参入と規模拡大の設計 戦略的ビジョンの設定： 日本の長期的なGTM戦略を定義および実行し、市場参入を持続可能で高速度のARR（年間経常収益）成長へと変革します。 高性能エンジンの構築： 世界クラスのチームを採用・指導し、卓越した業務遂行、説明責任、顧客第一の営業の文化を育みます。 戦略的パートナーシップの推進： クラウドプロバイダー（AWS、Google Cloud、Azure）およびグローバルシステムインテグレーター（GSI）との統合を深め、エコシステムパートナーシップを大規模なエンタープライズモダナイゼーション取引の主要なエンジンに変えます。 消費の卓越性の推進： 初期の受注を超えて、Atlasポートフォリオ全体で深い技術的採用と健全な製品消費を促進し、長期的な顧客価値を確保します。 部門横断的な成功の組織 GTM活動の統一： 営業、カスタマーサクセス、プロフェッショナルサービスの中央指揮者として機能し、初期のエンゲージメントから本番展開に至るまで、シームレスで摩擦のないカスタマージャーニーを確保します。 製品と市場の橋渡し： 日本の顧客の意見を代弁し、当社のロードマップがこの市場の独自のニュアンス、特に高セキュリティおよび規制された業界に対応できるように、製品およびエンジニアリングに重要なフィードバックを提供します。 データに基づいた厳格なリーダーシップ： マーケティングおよびBDR/SDRリーダーシップと連携して、高いシグナルのパイプライン衛生を維持し、マーケティング投資がフィールドの優先順位と影響力の高い獲得ターゲットに直接一致するようにします。 応募資格 経験と専門知識 B2Bソフトウェア、クラウド、またはデータプラットフォームにおける20年以上の段階的な上級経験があり、エンタープライズ規模のGTMに重点を置いていること。 現地のビジネス環境、役員レベルのコミュニケーション、部門横断的なリーダーシップを円滑に進めるために、バイリンガル（日本語/英語）の習熟度が不可欠です。 開発者主導型/オープンソース/プロダクト・レッド・グロース（PLG）の活動における深く実証された専門知識。エンタープライズ規模のモダナイゼーション取引に拡大する前に、主要なエントリーポイントとして開発者をどのように引き込むかを理解していること。 コンサンプションベースのビジネスモデルの経験があり、日本で「ゼロから構築した」実績、または大規模な部門を拡大した実績があること。 SI/パートナーエコシステムのエンゲージメントやクラウドネイティブデータベースの導入など、日本の市場環境をナビゲートした実証された成功経験。 業務遂行の卓越性 MEDDPICCのような最新の営業手法を強く理解しており、大規模な実装と検証の実績があること。 データ主導のインサイトを使用して、パフォーマンス、予測の正確性、および業務の厳密性を管理する能力。 高成長環境において、一貫性と予測可能性を促進する運用ケイデンスを設計・実行した実績のある経験。 人材と文化のリーダーシップ この地域で高性能のGTMチームを採用、育成、維持してきた実績があり、トップクラスの人材を引きつける存在として認められていること。 MongoDBのLeadership Commitment（オーナーシップ、インクルージョン、そして「ビルダー」の考え方を手本とすること）と深く一致していること。 目先のパフォーマンスと長期的なキャリア開発のバランスを取る、説明責任の高い文化を構築する実証された能力。 MongoDBについて MongoDBは変化に対応できるよう構築されており、お客様と従業員が市場のスピードでイノベーションを起こせるよう支援しています。当社はAI時代に向けてデータプラットフ

About the Role We're looking for a Head of Competitive Intelligence to build and lead a world-class competitive intelligence function. This person will transform market signals into strategic advantage by developing the frameworks, analysis, and insights that inform our product strategy, go-to-market approach, and executive decision-making. This is not a research role. It's a highly cross-functional strategy role that sits at the intersection of Product, GTM, Research, and Leadership. You'll establish the systems, operating cadence, and analytical rigor that help the company understand where we win, where we're vulnerable, and how the market is evolving. What You'll Do Build and own the company's competitive intelligence strategy and operating model. Develop and maintain comprehensive competitive assessments, including Harvey Ball analyses, feature matrices, product comparisons, pricing analyses, and market landscape reviews. Create executive-ready competitive insights that influence product strategy, roadmap prioritization, pricing, and investment decisions. Build best-in-class objection handling and competitive messaging for Sales, Marketing, Customer Success, and Partnerships. Monitor competitor product launches, model releases, acquisitions, partnerships, pricing changes, funding, and GTM motions, synthesizing complex information into clear strategic recommendations. Establish repeatable processes and tooling for collecting, validating, and distributing competitive intelligence across the company. Partner closely with Product Management to inform roadmap decisions and identify areas of strategic differentiation. Collaborate with Marketing to sharpen positioning and messaging based on competitive dynamics. Support executive leadership with board-ready competitive analyses and market briefings. Build dashboards and reporting that track competitive movements and emerging industry trends. Develop frameworks that evaluate competitors across capabilities, enterprise r

Who we are At Twilio, we’re shaping the future of communications, all from the comfort of our homes. We deliver innovative solutions to hundreds of thousands of businesses and empower millions of developers worldwide to craft personalized customer experiences. Our dedication to remote-first work , and strong culture of connection and global inclusion means that no matter your location, you’re part of a vibrant team with diverse experiences making a global impact each day. As we continue to revolutionize how the world interacts, we’re acquiring new skills and experiences that make work feel truly rewarding. Your career at Twilio is in your hands. . Hiring and how we work We use Artificial Intelligence (AI) to help make our hiring process efficient. That said, every hiring decision is made by real Twilions! Also, while we are a remote-first company, you may be asked to report in person on an ad-hoc basis for team gatherings, functional off-sites or customer meetings. . See yourself at Twilio Join the team as Twilio’s next Director, Revenue & CoGS Accounting. About the job In this role, you will be the visionary leader of Twilio’s global revenue and CoGS accounting operations and play a critical role in shaping a global revenue recognition framework that is as agile as it is accurate, ensuring our financial reporting scales seamlessly with our product innovation. You will bridge the gap between complex technical accounting and high-velocity business operations, and partner with GTM, Product, and IT leaders to ensure our commercial strategies are not only ambitious but operationally sound and compliant. The successful candidate possesses a rare blend of executive presence, technical mastery, and deep operational experience. You are someone who thrives on solving the "puzzle" of non-standard transactions, while simultaneously building the automated, robust systems required for a world-class public company. You aren't just managing a func

At Lyft, our purpose is to serve and connect. We aim to achieve this by cultivating a work environment where all team members belong and have the opportunity to thrive. The strongest enterprise and mid-market marketing doesn't lead with a product — it leads with the problem a buyer already has. A hospital administrator isn't looking for "Lyft Concierge"; they're looking to reduce missed appointments. An auto dealer principal isn't looking for a rideshare product; they're looking to keep loaner logistics from costing them revenue. We are in the process of revising our go-to-market for Lyft Business to organize around these audiences and their transportation problems, with Concierge, Lyft Pass, Business Profiles, and our Business Travel products positioned as the answer to a clearly named pain point by customer profile. We're hiring an Industry Marketing Manager to build that audience-first structure for our priority verticals, starting with Healthcare and Automotive , across both mid-market and enterprise segments. You'll own the vertical narrative and the content, demand generation strategy, and enablement that will drive marketing-attributable revenue. The primary function of this role is to build and lead vertical-specific go-to-market (GTM) motions for our mid-market and Enterprise business — bringing together vertical-specific content, demand generation, and sales enablement into a coherent, audience-first strategy. Responsibilities: Own vertical strategy and integrated programs Design and execute large, orchestrated tentpole programs for our priority verticals (no more than 2 per quarter) — multichannel activation spanning digital, live events, paid media, social, and press — that bring our value proposition and industry point of view to life for a defined buyer (e.g., hospital CFO, healthcare operations leader, dealer principal/service manager). Build and maintain a thought leadership agenda for each prioritized vertical: original research, proof p

About the Team OpenAI’s Pricing team sits at the center of product, go-to-market, finance, and strategy. We define how OpenAI packages, prices, and scales access to our products across consumer, SMB, and enterprise customers, turning deeply technical product usage and market signal into company-level decisions. We’re looking for a senior Data Scientist to be the first dedicated data science hire on the Pricing team. This is a rare zero-to-one role with direct exposure to OpenAI’s CFO, Head of Pricing, and senior leaders across Product and GTM. You will help build the analytical foundation for pricing at OpenAI, shape executive decisions, and define what excellent pricing data science looks like. About the Role As a founding Data Scientist for Pricing, you will design the analyses, models, experiments, and decision frameworks that guide pricing strategy across OpenAI’s business. You’ll work side-by-side with the CFO, Head of Pricing, and senior leaders across Product and GTM on ambiguous, high-leverage questions where simple reporting is not enough, translating customer behavior, product usage, revenue outcomes, and market dynamics into clear recommendations. This role combines hands-on technical depth with executive-ready storytelling. You should be excited to build from first principles, operate with high independence, and influence decisions that shape how OpenAI grows and serves customers around the world. In This Role, You Will Serve as a senior analytical partner to the CFO, Head of Pricing, Product, and GTM leaders on pricing and monetization decisions. Build the analytical foundation for pricing across consumer, SMB, and enterprise segments, from exploratory analysis to repeatable decision systems. Design and execute analyses that connect customer behavior, product usage, conversion, retention, revenue outcomes, and pricing strategy. Develop models, algorithms, experiments, and decision frameworks for complex pricing, packaging, discounting, and willingness-t

Integration meets Innovation At Celigo, we believe integration should empower, not exhaust, innovation. As a modern Integration and Automation Platform (iPaaS), we’re on a mission to simplify how companies integrate, automate, and optimize processes. Powered by game-changing technology like runtime AI and prebuilt, mission-critical integrations, Celigo is redefining how businesses connect their world. Celigo is looking for a Senior Microsoft Partner Manager to build and scale strategic Microsoft ERP partnerships that drive measurable business growth. This is a hunting and business development role that blends strategic thinking with nimble execution. The right person identifies the right partners for scale, clears the obstacles that keep them from building robust Celigo practices, and treats partner outcomes as their own. What would you do if hired? Own the full Microsoft ERP partner lifecycle from identification and recruitment through enablement and revenue performance. You move before you are asked and measure yourself by partner-sourced pipeline and closed business, not partner calls held. Build and execute a comprehensive ERP partner strategy aligned to Celigo's business goals. You connect each partnership decision to the bigger picture, think through second-order effects before committing, and adapt the plan when the market shifts. Define and drive joint go-to-market strategies with ERP partners, including co-marketing, co-selling, and solution integration. Develop compelling business cases, bring internal stakeholders along, and iterate the GTM motion based on what is actually working in the field. Work cross-functionally with sales, marketing, and product to maximize ERP-driven revenue opportunities and co-branded demand generation programs. When internal alignment is missing, you build it. Enable ERP partners to confidently market, sell, and support Celigo's integrated solutions. When a partner is stuck, you identify the obstacle and remove it withou

About the Role We’re looking for a Competitive Intelligence Lead, a senior individual contributor reporting to the Head of Competitive Intelligence, to help operationalize and scale the company’s competitive intelligence capability. This person will own high-priority competitive analyses, executive-ready insights, and GTM enablement that help Product, Sales, Marketing, Customer Success, and leadership understand where we win, where we’re vulnerable, and how the market is evolving. This is not a traditional research role. It is a hands-on strategy role at the intersection of Product, GTM, Research, and Leadership. You will turn competitor movements, customer feedback, product data, and market signals into clear recommendations that influence roadmap decisions, positioning, pricing, sales execution, and executive decision-making. What You'll Do Partner with the Head of Competitive Intelligence to translate the company’s CI strategy into repeatable analyses, operating rhythms, executive materials, and GTM enablement. Own high-priority competitor deep dives, market landscape reviews, pricing analyses, product comparisons, Harvey Ball assessments, feature matrices, and strategic opportunity/risk assessments. Create executive-ready insights that inform product strategy, roadmap prioritization, GTM planning, pricing, and investment decisions. Develop best-in-class competitive messaging, objection handling, battlecards, and enablement content for Sales, Marketing, Customer Success, and Partnerships. Monitor competitor product launches, model releases, acquisitions, partnerships, pricing changes, funding activity, customer announcements, and GTM motions. Synthesize fast-moving and complex market information into clear implications, recommendations, and decision-ready narratives. Partner closely with Product Management to identify areas of differentiation, competitive gaps, customer pain points, and emerging opportunities. Collaborate with Marketing to sharpen positioning, me

Position Overview: We are seeking a strategic, data-driven leader with a deep understanding of sales processes, marketing strategies, and customer success to join the GTM Operations team. The Manager of GTM Operations (EMEA/APAC) is a critical, strategic partner to the VP of Sales in EMEA and APAC. You will foster collaboration and alignment among the entire commercial organization including Sales, Customer Success, Marketing, and Partnerships. The ideal candidate will have a proven track record of building scalable processes and leveraging AI to drive sustained revenue growth. Strong analytical and strategic planning capabilities are essential. Key Responsibilities: Commercial Strategy and Growth Partner with the Sales and Finance to develop and operationalize a commercial growth strategy, ensuring alignment between pipeline and bookings targets, capacity, headcount and budgets Translate complex data into actionable recommendations for Commercial leaders Develop and maintain segmentation models and sales coverage strategies that align to growth objectives, drive focus, and optimize rep productivity Forecasting & Pipeline Management Drive and evolve the sales forecasting framework, implementing a disciplined, data-driven forecast cadence across all theatres and segments Utilize Salesforce, GTM tools and data sets (snowflake) to drive predictability, pipeline conversion, stage hygiene, and deal inspection processes. Leverage AI and machine learning capabilities within the existing data stack (e.g., Snowflake, Salesforce) to enhance forecast accuracy, surface pipeline risk earlier, and automate routine reporting Deliver consistent r

Who we are At Twilio, we’re shaping the future of communications, all from the comfort of our homes. We deliver innovative solutions to hundreds of thousands of businesses and empower millions of developers worldwide to craft personalized customer experiences. Our dedication to remote-first work , and strong culture of connection and global inclusion means that no matter your location, you’re part of a vibrant team with diverse experiences making a global impact each day. As we continue to revolutionize how the world interacts, we’re acquiring new skills and experiences that make work feel truly rewarding. Your career at Twilio is in your hands. . Hiring and how we work We use Artificial Intelligence (AI) to help make our hiring process efficient. That said, every hiring decision is made by real Twilions! Also, while we are a remote-first company, you may be asked to report in person on an ad-hoc basis for team gatherings, functional off-sites or customer meetings. . See yourself at Twilio Join the team as our next Field Marketing Manager in Japan About the job As the Field Marketing Manager for Japan, you will report to Twilio's VP of Marketing, APJ, and own the end-to-end field marketing motion for one of our most strategically important growth markets in the region. You will be responsible for designing and executing a brand-to-revenue GTM strategy that spans the full funnel, from building market presence and brand credibility through PR and executive engagement, through to driving pipeline creation, acceleration, and deal closure in close partnership with our Japan sales team. This is a high-impact, high-autonomy role suited to an experienced field marketer who is equally comfortable shaping strategy and rolling up their sleeves to execute. You will have access to central regional resources, specialist agencies, and the APJ Demand Creation HUB to amplify your efforts, but you will be the primary marketing voice and driver for Japan.

Reddit is a community of communities. It’s built on shared interests, passion, and trust, and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communities and approximately 130 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit www.redditinc.com . Our Revenue Strategy & Analytics team is seeking a deeply technical and strategic Senior Business Analyst to build and maintain the analytical tooling and data infrastructure that powers our Large Customer Sales (LCS) business channel. This pivotal role requires expertise in BigQuery and SQL to manage ETL workflows and data pipelines , and a proven ability to build and scale dashboards . The successful candidate will leverage these technical foundations to drive sales rigor, optimize performance, and propel our overall revenue strategy, while helping build the agentic analytics tooling that allows Reddit’s GTM strategy to move at the speed of the question. You’ll need to be fluent in SQL, BigQuery, and developing dashboards. The right individual is comfortable diving into complex data ecosystems and enjoys translating those insights into tangible business impact. Location : Remote, but within commuting distance of our NYC, Chicago, SF, or LA offices Responsibilities: Strategic Collaboration with Sales, Go-To-Market Strategy, Finance, Product, and Data Science to deliver analytics that shape Reddit’s revenue strategy. Build AI-ready data foundations: Develop and govern the semantic models and contextual business logic required to power both traditional dashboards and emerging AI-driven analytical tools, ensuring high-quality, trusted outputs across all consumption layers. Translate insights into action , guiding business partners through complex data findings to identify growth opportunities and opt