Jobs in India

Ai Platform Engineer in India

4,057 active opportunities · Updated October 2026

Explore current ai platform engineer jobs across India. Filter by work mode, employment type, experience, department, date posted and distance.

I
📍 India
✓ High-confidence listingCompany trend -60%
Quick readStrong listing-quality and freshness signals

InMobi (Corporate) InMobi Group is a global technology company shaping the future of agentic commerce and advertising. Through its ecosystem of businesses — including InMobi Advertising and flagship consumer platform Glance — InMobi leverages data, machine learning, and generative AI to help brands reach audiences more precisely and consumers discover products more intuitively. Glance, which is pioneering new models of agentic commerce, is owned and operated by Glance InMobi Pte. Ltd., a non-consolidated subsidiary of InMobi Pte. Ltd. InMobi Advertising InMobi Advertising, part of global technology company InMobi, is an agentic advertising platform helping brands and merchants achieve their business outcomes. Through its proprietary intelligence, AI-led solutions, and vast consumer reach — including flagship consumer platform Glance — InMobi Advertising delivers the omnichannel performance defining what's next in advertising and commerce. Glance is owned and operated by Glance InMobi Pte. Ltd., a non-consolidated subsidiary of InMobi Pte. Ltd. To learn more, visit advertising.inmobi.com. Glance Glance is an intelligent shopping agent, redefining the commerce experience. Powered by proprietary agentic intelligence and generative AI, Glance delivers a hyper-personalized consumer experience across mobile and TV — shaping the new era of shopping. Glance is operated by Glance InMobi Pte. Ltd., a non-consolidated subsidiary of global technology leader InMobi, and is backed by Mithril Capital, Google and Jio Platforms. To learn more, visit glance.com. What’s the InMobi family like? Featured among the “Great Places to Work” in India, China and other geographies since 2017, our Culture is our true north, enabling us to think big, solve complex challenges and grow with new opportunities. InMobians are passionate and driven, creative and fun-loving, take ownership and are results-focused. We invite you to free yourself, dream big and chase your passion. What

Machine LearningAIHR
CH
📍 Hyderabad, Telangana, India
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Opportunity Overview: Lead analytics and clinical configuration strategy for our auto-decisioning platform, driving end-to-end solutions from data gathering through scaled deployment. Partner cross-functionally to translate business needs into analytical frameworks, independently recommending actions that shape product and business outcomes. Own auto-decisioning strategy for new client implementations with minimal oversight, while ensuring explainable, governance-aligned analytics practices. Build and mentor a high-performing team, embedding best practices for scalable, reusable analytics solutions. Ideal for a strategic thinker who thrives at the intersection of hands-on execution and team leadership in a fast-paced, data-driven environment. What you’ll do: Provide thought leadership & strategic thinking to translate business problems into analytical and clinical configuration frameworks,and independently recommend actions and provide business insights Collaborate with cross-functional partners to understand their business needs, formulate and complete end-to-end analytic solutions that includes data gathering, analysis, ongoing scaled deliverables, and presentations Establish and maintain effective performance tracking; identify product and program improvement opportunities, form hypotheses, propose, design and implement tests to drive enhancement and optimization Foster a collaborative and innovative culture, set clear goals, mentor staff. Establish best practices and coach team members to develop and execute complex analytics initiatives with scalability and reusability in minds Develop, implement, and monitor day-to-day operations of analytics and clinical configuration team Execute analytics initiatives that directly impact our auto decisioning roadmap and business outcomes while working as part of a cross-functional team. Partner with Data Governance to ensure tractable and explainable analytics and responsible data Research, design, execute and optimize

PythonSQLMachine LearningAI
E
📍 Bengaluru, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Everpure (NYSE: P) has evolved from storage pioneer to data platform, closing fiscal 2026 with $3.7 billion in revenue, its first billion-dollar quarter, and accelerating growth into FY27. Our strategic agenda spans the companies defining the next era of technology - hyperscalers, AI labs, the AI hardware supply chain, data platform providers, and the broader AI ecosystem. This type of work—work that changes the world—is what the tech industry was founded on. So, if you're ready to seize the endless opportunities and leave your mark, come join us. THE ROLE Join our dynamic team as an Agile Program Manager within the IT Digital Transformation Group (DTG) to play a key role in driving EverPure's DTG HRIT portfolio. Your leadership will drive project success, ensuring efficient delivery and fostering collaboration across teams. We are looking for a strong leader, energetic self-starter, and strategic thinker passionate about agile program management with a specific focus on HRIT systems. WHAT YOU'll DO Project Leadership: Efficiently manage HRIT programs and project resources, optimizing utilization and ensuring maximum productivity within defined constraints. Quality Assurance: Monitor and ensure the quality of deliverables, implementing best practices and fostering a culture of continuous improvement. Strategic Problem-Solving: Navigate unforeseen challenges, adapt methodologies when necessary, and drive innovation within project execution. Risk Management: Proactively identify risks, develop robust mitigation strategies, and make critical decisions to keep HRIT projects on course. Stakeholder Engagement: Engage with stakeholders at various levels, including senior management and cross-functional teams, to gather requirements, communicate progress, and manage expectations throughout the project lifecycle. Agile Facilitation: Apply Agile principles and best practices as an experienced Scrum Master; run Agile ceremonies, sessions, and workshops to ensure effective comm

AWSGitRestAgile
E
📍 Bengaluru, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Everpure (NYSE: P) has evolved from storage pioneer to data platform, closing fiscal 2026 with $3.7 billion in revenue, its first billion-dollar quarter, and accelerating growth into FY27. Our strategic agenda spans the companies defining the next era of technology - hyperscalers, AI labs, the AI hardware supply chain, data platform providers, and the broader AI ecosystem. This type of work—work that changes the world—is what the tech industry was founded on. So, if you're ready to seize the endless opportunities and leave your mark, come join us. Join our dynamic team as an ERP Program Manager in the IT ERP space. Your leadership will drive project success, ensuring efficient delivery and fostering collaboration across teams. If you are a strong leader, energetic self-starter, strategic thinker, and passionate about agile program management, we invite you to join us! What You’ll Do Efficiently manage ERP project resources, optimizing utilization, and ensure maximum productivity within defined constraints. Monitor and ensure the quality of deliverables, implementing best practices, and fostering a culture of continuous improvement based on your experience and insights. Leverage your experience to navigate unforeseen challenges, adapt methodologies when necessary, and drive innovation within project execution. Proactively identify risks, leverage your experience to develop robust mitigation strategies, and make critical decisions to keep ERP projects on course. Manage and oversee all stages of the project lifecycle from inception to retirement, ensuring alignment with business goals, and optimizing processes across phases. Engage with stakeholders at various levels, including senior management, clients, and cross-functional teams, to gather requirements, communicate progress, and manage expectations throughout the lifecycle. Lead and empower project teams, delegating tasks, fostering a collaborative environment, and mentoring junior team members to enhance their skil

AWSRestAgileScrum
E
📍 Bengaluru, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Everpure (NYSE: P) has evolved from storage pioneer to data platform, closing fiscal 2026 with $3.7 billion in revenue, its first billion-dollar quarter, and accelerating growth into FY27. Our strategic agenda spans the companies defining the next era of technology - hyperscalers, AI labs, the AI hardware supply chain, data platform providers, and the broader AI ecosystem. This type of work—work that changes the world—is what the tech industry was founded on. So, if you're ready to seize the endless opportunities and leave your mark, come join us. THE ROLE We are looking for a dynamic and highly skilled Partner Readiness Technical Lead to design the knowledge foundations that power Everpure's global partner ecosystem. This role sits at the intersection of partner enablement, knowledge architecture, instructional design, and AI. Rather than simply creating learning content, you will architect how partner knowledge is captured, structured, connected, and delivered across multiple experiences—including instructor-led training, digital learning, just-in-time guidance, and conversational learning agents. As part of the Global Partner Enablement team, you will work closely with product management, product marketing, subject matter experts, instructional designers and partner field teams to transform complex product and solution knowledge into scalable, reusable, AI-ready learning assets. This position is ideal for someone who thrives on turning complexity into clarity, brings a systems-thinking mindset to learning design, and can balance technical depth with instructional simplicity. Success in this role means building knowledge once and enabling it to be consumed everywhere—by partners, instructors, search, recommendation engines, and conversational AI. Please note that this is a technical lead role requiring deep technical expertise in storage and data management. This is NOT a instructional designer role or an external customer facing role. Thi

AWSGitRestAI
EG
📍 Hyderabad, TELANGANA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Envoy Global is a proven innovator in the global immigration space. Our mission combines our industry-leading tech platform with holistic service to streamline, simplify and expedite the immigration process for employers and individuals. Working alongside our affiliated law firms with Envoy, we are giving companies the tools they need to hire the best talent from around the world, send talent where it’s needed, and help support foreign workers and immigrants throughout the process. We’re a fast-growing, award-winning technology company, a leader in our space and are backed by some of the country’s leading venture capital and growth equity firms. As a result of continued growth, we are currently hiring Senior Immigration Paralegals to work within our office in Hyderabad, India . These roles require individuals with a strong immigration background, specifically in the field of US business/corporate immigration - this means, your experience will be skewed towards the processing of US employment-based visa applications . As our Senior Paralegal, you will be required to: Communicate and understand client US immigration requirements Work across the following types of visas: H-1B, L-1A/B, TN, EB-1/2/3, H-1B1, dependent and derivative cases, advance parole and work authorizations, AOS, and all phases of the employment-based Green Card processes Consistently focus on improving the accuracy while processing applications Maintain knowledge of industry changes and any alternations to the immigration laws Maintain an accurate record of cases and provide periodic updates as required Remain aware of regular USCIS updates Proactively identify the opportunities for process/ system improvement and work closely with lead, Technology QA and Development teams to implement To apply for this role, you should possess the following skills, experience and qualifications: Possess hands on experience in processing the complete end to end H1B / Green Card petition drafting and LCA p

AWSAIExcelHR
EG
📍 Hyderabad, TELANGANA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Envoy Global is a proven innovator in the global immigration space. Our mission combines our industry-leading tech platform with holistic service to streamline, simplify and expedite the immigration process for employers and individuals. Working alongside our affiliated law firms with Envoy, we are giving companies the tools they need to hire the best talent from around the world, send talent where it’s needed, and help support foreign workers and immigrants throughout the process. We’re a fast-growing, award-winning technology company, a leader in our space and are backed by some of the country’s leading venture capital and growth equity firms. As a result of continued growth, we are currently hiring Senior Immigration Paralegals to work within our office in Hyderabad, India . These roles require individuals with a strong immigration background, specifically in the field of US business/corporate immigration - this means, your experience will be skewed towards the processing of US employment-based visa applications . As our Senior Paralegal, you will be required to: Communicate and understand client US immigration requirements Work across the following types of visas: H-1B, L-1A/B, TN, EB-1/2/3, H-1B1, dependent and derivative cases, advance parole and work authorizations, AOS, and all phases of the employment-based Green Card processes Consistently focus on improving the accuracy while processing applications Maintain knowledge of industry changes and any alternations to the immigration laws Maintain an accurate record of cases and provide periodic updates as required Remain aware of regular USCIS updates Proactively identify the opportunities for process/ system improvement and work closely with lead, Technology QA and Development teams to implement To apply for this role, you should possess the following skills, experience and qualifications: Possess hands on experience in processing the complete end to end H1B / Green Card petition drafting and LCA p

AWSAIExcelHR
CH
📍 Hyderabad, TELANGANA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Opportunity Overview: Cohere’s Provider & User Management team is responsible for ensuring that provider organizations are supported throughout their lifecycle of using the platform. This role will play a critical part in enabling successful onboarding across our client base by capturing, analyzing, and translating real-world workflows into actionable insights for downstream teams. The Business Analyst role is an entry-level position focused on pre-implementation readiness. This individual will support client onboarding by conducting workflow shadowing, time studies, and documentation of current-state processes within provider organizations and health plans. As a Business Analyst , you will work closely with cross-functional teams at Cohere to deeply understand our mission and the providers and health plans engaging with our products and services. You will gain exposure to client user perspectives—including clinical reviewers (e.g., RNs, LPNs) and operational teams—and the workflows they operate within. You will leverage this knowledge to document and synthesize insights that inform Client User Training, Provider Training, Product, and Provider Success Account Management teams. Your work will directly impact how Cohere prepares providers and clients for implementation and scales best practices across the organization. The Business Analyst will be highly organized, curious, and detail-oriented, with a strong ability to observe, document, and communicate workflows in a way that drives clarity and action. What you’ll do: Conduct pre-implementation workflow shadowing sessions with provider organizations and health plan teams Perform time studies and analyze current-state workflows to identify inefficiencies and variation Document workflows, processes, and user behaviors in a clear and structured format Translate observations into actionable insights and recommendations for downstream teams (e.g., Client Training, Provider Training, Product) Partner with cross-functi

RestAIGoClinical
I
📍 Bengaluru, KARNATAKA, India· Full-time
✓ Quality checkedCompany trend -60%

InMobi Advertising is a global technology leader helping marketers win the moments that matter. Our advertising platform reaches over 2 billion people across 150+ countries and turns real-time context into business outcomes, delivering results grounded in privacy-first principles. Trusted by 30,000+ brands and leading publishers, InMobi is where intelligence, creativity, and accountability converge. By combining lock screens, apps, TVs, and the open web with AI and machine learning, we deliver receptive attention, precise personalization, and measurable impact. Through Glance AI, we are shaping AI Commerce, reimagining the future of e-commerce with inspiration-led discovery and shopping. Designed to seamlessly integrate into everyday consumer technology, Glance AI transforms every screen into a gateway for instant, personal, and joyful discovery. Spanning diverse categories such as fashion, beauty, travel, accessories, home décor, pets, and beyond, Glance AI delivers deeply personalized shopping experiences. With rich first-party data and unparalleled consumer access, it harnesses InMobi’s global scale, insights, and targeting capabilities to create high impact, performance driven shopping journeys for brands worldwide. Recognized as a Great Place to Work, and by MIT Technology Review, Fast Company’s Top 10 Innovators, and more, InMobi is a workplace where bold ideas create global impact. Backed by investors including SoftBank, Kleiner Perkins, and Sherpalo Ventures, InMobi has offices across San Mateo, New York, London, Singapore, Tokyo, Seoul, Jakarta, Bengaluru and beyond. At InMobi Advertising , you’ll have the opportunity to shape how billions of users connect with content, commerce, and brands worldwide. To learn more, visit www.inmobi.com About the Role: The role is in the Central Strategy team at InMobi. This team crafts and drives the Group’s strategy across several levels – overall corporate strategy, business-unit strategy, an

Machine LearningAIGoRust
I
📍 Bengaluru, India· Full-time
✓ Quality checkedCompany trend -60%

InMobi Advertising is a global technology leader helping marketers win the moments that matter. Our advertising platform reaches over 2 billion people across 150+ countries and turns real-time context into business outcomes, delivering results grounded in privacy-first principles. Trusted by 30,000+ brands and leading publishers, InMobi is where intelligence, creativity, and accountability converge. By combining lock screens, apps, TVs, and the open web with AI and machine learning, we deliver receptive attention, precise personalization, and measurable impact. Through Glance AI, we are shaping AI Commerce, reimagining the future of e-commerce with inspiration-led discovery and shopping. Designed to seamlessly integrate into everyday consumer technology, Glance AI transforms every screen into a gateway for instant, personal, and joyful discovery. Spanning diverse categories such as fashion, beauty, travel, accessories, home décor, pets, and beyond, Glance AI delivers deeply personalized shopping experiences. With rich first-party data and unparalleled consumer access, it harnesses InMobi’s global scale, insights, and targeting capabilities to create high impact, performance driven shopping journeys for brands worldwide. Recognized as a Great Place to Work, and by MIT Technology Review, Fast Company’s Top 10 Innovators, and more, InMobi is a workplace where bold ideas create global impact. Backed by investors including SoftBank, Kleiner Perkins, and Sherpalo Ventures, InMobi has offices across San Mateo, New York, London, Singapore, Tokyo, Seoul, Jakarta, Bengaluru and beyond. At InMobi Advertising , you’ll have the opportunity to shape how billions of users connect with content, commerce, and brands worldwide. To learn more, visit www.inmobi.com Overview of the Role Accelerate is InMobi's AI-native omnichannel advertising platform, purpose-built for SMBs and agencies. Architected from inception to be genuinely self-serve, Accelerate empl

Machine LearningAIGoRust
I
📍 Bengaluru, India· Full-time
✓ Quality checkedCompany trend -60%

InMobi Advertising is a global technology leader helping marketers win the moments that matter. Our advertising platform reaches over 2 billion people across 150+ countries and turns real-time context into business outcomes, delivering results grounded in privacy-first principles. Trusted by 30,000+ brands and leading publishers, InMobi is where intelligence, creativity, and accountability converge. By combining lock screens, apps, TVs, and the open web with AI and machine learning, we deliver receptive attention, precise personalization, and measurable impact. Through Glance AI, we are shaping AI Commerce, reimagining the future of e-commerce with inspiration-led discovery and shopping. Designed to seamlessly integrate into everyday consumer technology, Glance AI transforms every screen into a gateway for instant, personal, and joyful discovery. Spanning diverse categories such as fashion, beauty, travel, accessories, home décor, pets, and beyond, Glance AI delivers deeply personalized shopping experiences. With rich first-party data and unparalleled consumer access, it harnesses InMobi’s global scale, insights, and targeting capabilities to create high impact, performance driven shopping journeys for brands worldwide. Recognized as a Great Place to Work, and by MIT Technology Review, Fast Company’s Top 10 Innovators, and more, InMobi is a workplace where bold ideas create global impact. Backed by investors including SoftBank, Kleiner Perkins, and Sherpalo Ventures, InMobi has offices across San Mateo, New York, London, Singapore, Tokyo, Seoul, Jakarta, Bengaluru and beyond. At InMobi Advertising , you’ll have the opportunity to shape how billions of users connect with content, commerce, and brands worldwide. To learn more, visit www.inmobi.com Overview of the Role Accelerate is InMobi's AI-native omnichannel advertising platform, purpose-built for SMBs and agencies. Alongside the core platform, InMobi operates an Alliances business tha

Machine LearningAIGoRust
AI
📍 India· Remote
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About AlphaSense: The world’s most sophisticated companies rely on AlphaSense to remove uncertainty from decision-making. With market intelligence and search built on proven AI, AlphaSense delivers insights that matter from content you can trust. Our universe of public and private content includes equity research, company filings, event transcripts, expert calls, news, trade journals, and clients’ own research content. The acquisition of Tegus by AlphaSense in 2024 advances our shared mission to empower professionals to make smarter decisions through AI-driven market intelligence. Together, AlphaSense and Tegus will accelerate growth, innovation, and content expansion, with complementary product and content capabilities that enable users to unearth even more comprehensive insights from thousands of content sets. Our platform is trusted by over 6,000 enterprise customers, including a majority of the S&P 500. Founded in 2011, AlphaSense is headquartered in New York City with more than 2,000 employees across the globe and offices in the U.S., U.K., Finland, India, Singapore, Canada, and Ireland. Come join us! About the Team: The Content organization is responsible for identifying, creating, licensing and integrating best-in-class unstructured and structured data that is both self-sourced and from third party content providers. The Content teams report to the Chief Content Officer and have strategy, product management, content operations and support responsibilities for each Content vertical. We have been experiencing a rapid growth cycle across all content sets, including Transactions and Funding Rounds. We value and uphold transparency, trust and accountability in our relationships within the team and with external and internal stakeholders. Responsibilities: Functional ownership of components of the Transactions content pipeline (e.g. M&A deals, Rounds of Funding) overseeing key aspects of content generation and integration: initial business requirement

SQLAIRecruitment
L
📍 India
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Are you looking for an opportunity to help solve one of today's biggest business challenges? AI is changing the pace of business, and organizations everywhere are struggling to help their workforce, partners, and customers keep up. At Litmos, we're building the Learning Acceleration Platform that helps organizations build human capability faster—and we're looking for people who are passionate about making a meaningful impact for customers while growing alongside a collaborative, people-first team. Litmos is the Learning Acceleration Platform that helps organizations build capability faster, adapt at the speed business changes, and scale learning to anyone, anywhere. Combining an intuitive platform, AI-powered capabilities, trusted content, expert services, and a broad ecosystem of integrations, Litmos helps organizations accelerate workforce productivity, improve customer adoption and retention, enable high-performing partners, and reduce organizational risk through continuous learning. Organizations such as Hewlett Packard Enterprise, Graco, Sabre, and Russell Mineral Equipment trust Litmos to accelerate learning across their workforce, partners, and customers. Today, more than 11K customers with 30 million learners across 150 countries and 37 languages use Litmos to build the capabilities their organizations need to succeed. Backed by Francisco Partners, one of the world's leading technology investment firms, we're investing in the future of learning—and the people who are building it. Learn more at www.litmos.com . About the Role The Professional Services Consultant is a hybrid role based out of our Pune offie location. The role works across four areas of PS work, depending on where demand is highest in a given week: helping prospects get value from their free trial, supporting implementation and onboarding, hands-on technical consulting work across integrations and data migrations, and delivering managed admin services to our client bas

JavaScriptAISalesforce
W
📍 India
✓ Quality checked

WPP is the trusted growth partner for the world’s leading brands. We unite cutting-edge media intelligence and data solutions, world-class creativity, next-generation production, transformative enterprise solutions and expert strategic counsel in a single company – powered by exceptional talent and our agentic marketing platform, WPP Open, to help our clients navigate change, capture opportunity and deliver transformational growth. We work with the world's most valuable brands and have global reach across 100+ markets, with deep local expertise. Our people are the key to our success. We're committed to fostering a culture of creativity, belonging and continuous learning, attracting and developing the brightest talent, and providing exciting career opportunities that help our people grow. For more information, visit WPP.com. Why we're hiring: The Threat Hunter is responsible for proactively identifying advanced threats that evade traditional security controls. This role involves hypothesis-driven investigations, leveraging threat intelligence, and analyzing telemetry across endpoints, networks, and cloud environments to uncover stealthy adversary activity. The Threat Hunter plays a critical role in reducing dwell time and strengthening organizational resilience under the Autonomic Security Operations model. What you'll be doing: Proactive Threat Hunting Execute hypothesis-driven hunts based on adversary TTPs and threat intelligence. Analyze telemetry from SIEM, EDR/XDR, NDR, and cloud-native platforms to identify anomalies. Develop and maintain hunting queries and scripts for automation and repeatability. Validate detection coverage through purple team exercises and adversary emulation. Threat Intelligence Integration Incorporate emerging threat intelligence into hunting hypotheses and detection pipelines. Maintain awareness of global threat actor tactics, techniques, and procedures (MITRE ATT&CK). Continuous Improvem

PythonAIRecruitment
S
📍 India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Senior Compliance Specialist Position Description SingleStore is building a real-time data platform that helps organizations transact, analyze and act on data in a single system. We are committed to operating with strong security, privacy and resilience standards across our products, services and internal operations. We are seeking an experienced and highly motivated Senior Compliance Specialist to help scale our security, privacy and compliance programs. This role will be responsible for maintaining key certifications, driving cross-functional compliance initiatives, overseeing development and management of our privacy program, supporting compliance with the Digital Operational Resilience Act (DORA), and helping mature our Business Continuity Management System (BCMS). The ideal candidate is practical, organized and collaborative, with experience translating regulatory and framework requirements into durable operational processes across technical and business teams. Job Responsibilities Support governance activities across the security, privacy and compliance program, including maintaining Information Security Management System documentation, evidence, policies, procedures and audit trails. Help maintain and improve active certifications and attestations such as ISO/IEC 27001, SOC 2 Type II, HIPAA and PCI DSS, while coordinating with stakeholders across the business to ensure ongoing compliance. Drive readiness efforts for new compliance objectives, certifications and customer-driven assurance requirements. Participate in enterprise risk management activities, including risk methodology, risk assessments, treatment planning and follow-up with risk owners. Oversee the development, implementation and ongoing management of SingleStore’s privacy program in partnership with Legal, Security, IT and business stakeholders. Support compliance with applicable privacy and data protection requirements, including operationalizing controls and processes needed to meet regu

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