NewShipping and Receiving Manager JobotShipping and Receiving ManagerImlay City, MI$25–$33 / hourInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. Backed by advanced equipment and full-service capabilities, including design, prototyping, die building, production, and assembly, they consistently support both high-volume and custom projects with a focus on quality, efficiency, and on-time results.
NewConstruction Project Manager JobotConstruction Project ManagerFarmington Hills, MI$100,000–$150,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. We’re seeking a Project Manager with a bachelor’s degree in construction management, engineering, or a related field, and at least 5 years of experience managing construction projects.
AI Product Manager Miracle Software Systems, IncAI Product ManagerDearborn, MIContractorFull timeBe at the forefront of the AI revolution to build intelligent solutions that enhance various touchpoints of the journey by anticipating needs, resolving issues instantly, building lasting loyalty, and optimizing business operations. Imagine and deliver the next generation of AI-powered products that transform our business from reactive to predictive, personalized, and seamless.
NewSenior Electrical Project Manager – (Substation / T&D Projects) JobotSenior Electrical Project Manager – (Substation / T&D Projects)Sterling Heights, MI$150,000–$200,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. As we continue expanding, we are looking to add a Senior Electrical Project Manager who can lead substation projects, manage resources, and drive execution across all phases of construction.
NewDialysis Clinical Manager Registered Nurse - RN Fresenius Medical CareDialysis Clinical Manager Registered Nurse - RNDavison, MIFacilitate timely workup of patients for access management, dialysis services, patient education, hospitalizations, and kidney transplantation as appropriate, and ensures coordination of care with the multidisciplinary renal team. Frequently interacts with subordinate supervisors, customers, and/or functional peer group managers, normally involving matters between functional areas, other company divisions or units, or customers.
NewSales Manager Rolls RoyceSales ManagerNovi, MI$103,576–$168,311 / yearBachelor's degree in Engineering or Business Management and 3 years of applicable experience in support, sales or parts-marketing within after-sales; or 6 years of experience in support, sales or parts marketing within after sales. Manage after sales business opportunities for Direct End Customers and Distributors/Dealers supporting the Stationary Business Unit, specific to Natural Gas Power Generation.
NewConstruction Project Manager (Self-Perform Concrete) JobotConstruction Project Manager (Self-Perform Concrete)Macomb, MI$100,000–$150,000 / yearInformation collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal. This Macomb-based GC and self-perform powerhouse delivers some of the region’s most complex structural concrete and commercial building projects.
NewProduct Manager Vaco LLCProduct ManagerNovi, MI$125,000–$135,000Determining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors including but not limited to: the individual’s skill sets, experience and training; licensure and certification requirements; office location and other geographic considerations; other business and organizational needs. Determining compensation for this role (and others) at Vaco/Highspring depends upon a wide array of factors including but not limited to the individual’s skill sets, experience and training, licensure and certifications, office location and other geographic considerations, as well as other business and organizational needs.
PLANT INJECTION AREA MANAGER OP MobilityPLANT INJECTION AREA MANAGERTroy, MIToday, OPmobility develops technological solutions across four areas of expertise: exterior and lighting systems, the integration of complex modules, technologies related to energy storage, hydrogen and electrification, and a division dedicated to the development of embedded software and digital solutions. We are committed to building inclusive teams, promoting diversity and equality, and ensuring that every application is considered fairly - because the future of mobility is built by diverse perspectives, bold ideas, and people who dare to move forward.
NewTeam Manager Panera BreadTeam ManagerCanton, MIOur Team Managers ensure that every shift is a great one—by developing our people, managing team performance, and building the warm, inclusive, authentic Panera team culture. Each Team Manager oversees a different part of the bakery-cafe, from food cost management to drive-thru, delivery, or catering operations.
NewTechnical Program Manager HTC Global Services IncTechnical Program ManagerDearborn, MIFull timeWe are seeking an experienced Technical Program Manager to lead cross-functional initiatives focused on payment systems, product operations, automation, and data-driven decision-making. Support product lifecycle activities, including defining user stories, maintaining product roadmaps, prioritizing backlogs, and collaborating with cross-functional teams.
NewTravel Nurse RN - Case Manager - $1,621 to $1,801 per week in Detroit, MI TravelNurseSourceTravel Nurse RN - Case Manager - $1,621 to $1,801 per week in Detroit, MIDetroit, MI$1,621–$1,801Works in collaborative practice with Physicians and Physician extenders to actively support the delivery of cost effective, outcome oriented, quality care in the appropriate health care setting to meet patient specific, age and cultural needs. Works in collaborative practice with the physician and other members of the health care team to meet patient specific and age-related needs linking cost and quality to patient care.
NewRN Case Manager Crossbridge HospiceRN Case ManagerAnn Arbor, MI$80,000–$90,000Develops patient care plan that specifically addresses identified patient problems; nursing problems and goals that has been identified as mutually agreed upon goals with patient(s) during on-call hours, weekends and/or holiday(s). This role requires compassion, strong clinical judgment, excellent communication skills, and the ability to support patients and families through highly sensitive and meaningful experiences.
NewAccount Manager OP MobilityAccount ManagerTroy, MIToday, OPmobility develops technological solutions across four areas of expertise: exterior and lighting systems, the integration of complex modules, technologies related to energy storage, hydrogen and electrification, and a division dedicated to the development of embedded software and digital solutions. We are committed to building inclusive teams, promoting diversity and equality, and ensuring that every application is considered fairly - because the future of mobility is built by diverse perspectives, bold ideas, and people who dare to move forward.
NewManager, Store Hollywood FeedManager, StoreGrosse Pointe Woods, MI$22–$30 / hourJob SummaryThe Store Manager reports to the Regional Manager and will oversee the retail location, employees and community engagement activities to enhance both business performance and customer satisfaction, always following Hollywood Feed's first policy: “Do what is right by the customer.” Maintains and motivates a positive sales team that will increase sales and ensure efficiency through communication, incentives, and empowering your employees to take responsibility for their job and the store's goals.
NewRegional Account Manager GardaWorld Security Services U.S.Regional Account ManagerSouthfield, MIGardaWorld Security is a global champion in sophisticated and tailored security solutions, employing and training highly skilled and dedicated professionals across the globe, offering a wealth of opportunities to individuals looking to gain experience and develop professionally in a growing industry. GardaWorld is seeking a Regional Account Manager, reporting to the Strategic Account Manager, who will lead key client accounts, ensure compliance, and drive performance across multiple branches.
NewFinancial Reporting Manager Comau LLCFinancial Reporting ManagerSouthfield, MIResults-Driven Leadership: Proven ability to manage competing priorities, navigate tight deadlines, and deliver high-quality results with a strong sense of ownership, accountability, and professional urgency. Team Leadership: Lead and oversee overall Accounts Payable operations, including recruiting, training, mentoring, and scheduling staff to ensure optimal performance and timely completion of daily activities.
NewCommercial Tire Service and Delivery JAM Best One Tire and ServiceCommercial Tire Service and DeliveryFlint, MI$16–$20 / hourThis position will be accountable for mounting and dismounting commercial tires at our Wayne Mounted Wheel Division, and making tire deliveries to JAM Best One clients as needed. The ability to work a full shift, come to work on time, and work according to the necessary schedule to meet job requirements with or without reasonable accommodation is an essential function of this position.
NewUnit Manager RN - Sign On Bonus Regency at TroyUnit Manager RN - Sign On BonusTROY, MISupervises nursing care provided by Registered Nurses (RN), Licensed Practical Nurses (LPN), Certified Nursing Assistants (CNA) and others. We serve our residents with compassion, concern, and excellence, believing that every one of them is a unique person who deserves our best each day that we care for them.
NewUnit Manager RN Regency at TroyUnit Manager RNTROY, MISupervises nursing care provided by Registered Nurses (RN), Licensed Practical Nurses (LPN), Certified Nursing Assistants (CNA) and others. We serve our residents with compassion, concern, and excellence, believing that every one of them is a unique person who deserves our best each day that we care for them.
NewUnit Manager (UM) The Manor of NoviUnit Manager (UM)NOVI, MISupervises nursing care provided by Registered Nurses (RN), Licensed Practical Nurses (LPN), Certified Nursing Assistants (CNA) and others. We serve our residents with compassion, concern, and excellence, believing that every one of them is a unique person who deserves our best each day that we care for them.
NewPlatform Product Manager - Connected Services StellantisPlatform Product Manager - Connected ServicesAuburn Hills, MIBuild scalable frameworks for regional product offerings, market-specific content, and vehicle configuration compatibility, including during pre-contract planning, determining the technical dependencies for features to be deployed on vehicles. Lead the full product lifecycle of Stellantis’ Subscription Services Platform, enabling seamless bundling, entitlement, and delivery of connected services across global regions and vehicle models.
NewFleet Market Requirements Manager - Fleet Sales Operations StellantisFleet Market Requirements Manager - Fleet Sales OperationsAuburn Hills, MIHead of Fleet Market Requirements – Fleet Sales OperationsEnsure code guides are delivered on time and aligned with VOIM, ordering systems, and downstream systems to enable timely order intake across all channels . This leader will drive the voice of the fleet customer across the organization, influencing product development, engineering, brand, and commercial teams to deliver competitive, customer-focused solutions that improve safety, productivity, efficiency, and sustainability.
NewSales and Marketing Technology Manager StellantisSales and Marketing Technology ManagerAuburn Hills, MIIn addition to delivery leadership, the role requires strong curiosity and hands-on engagement with Artificial Intelligence (AI)—including copilots and agent-based solutions—to identify and scale opportunities that enhance sales performance, decision-making, and operational efficiency. This role operates at an enterprise level, ensuring alignment between business strategy and technology execution while delivering scalable, reliable, and high-quality solutions.
NewHome Health Clinical Manager CenterWell Home HealthHome Health Clinical ManagerFlint, MI$77,200–$106,200 / yearOur care teams include nurses, physical therapists, occupational therapists, speech-language pathologists, home health aides, and medical social workers – all working together to help patients rehabilitate, recover and regain their independence so they can live healthier and happier lives. As the largest provider of senior-focused primary care, a leading provider of home healthcare and a leading integrated home delivery, specialty, hospice and retail pharmacy, CenterWell is focused on whole health and addressing the physical, emotional and social wellness of our patients.
NewPropulsion System Base Software (BSW) Product Manager StellantisPropulsion System Base Software (BSW) Product ManagerAuburn Hills, MIWorking closely with BSW engineering, propulsion systems, hardware, integration, validation, and supplier teams, the BSW Product Manager drives feature prioritization, cross-functional alignment, software release readiness, and Agile execution across multiple propulsion programs. This role combines technical understanding of embedded automotive software with strong product ownership, stakeholder management, Agile leadership, and technical program coordination skills.
NewBusiness Analyst / Project Manager – Embedded Software Release (Mid-Level) StellantisBusiness Analyst / Project Manager – Embedded Software Release (Mid-Level)Auburn Hills, MIYou’ll work closely with cross-functional teams, helping bridge business needs and technical solutions while gaining deeper exposure to enterprise systems and global processes. We’re seeking a Business Analyst / Project Manager to support and help advance our ICT ecosystem for Embedded Software Release and Distribution.
NewSenior Product Manager – Automotive PLM (3DEXPERIENCE / ENOVIA) Pure TalentSenior Product Manager – Automotive PLM (3DEXPERIENCE / ENOVIA)Dearborn, MIContractorp tabindex="0">We are seeking an experienced Senior Product Manager to lead the transformation, modernization, and migration of Automotive Bill of Materials (BOM) management processes to the Dassault Systèmes 3DEXPERIENCE (3DX) platform. This role will drive product strategy, PLM modernization, legacy system migration, Agile product delivery, and cross-functional collaboration across Engineering, Manufacturing, IT, and Data teams.
NewProject Manager MV TransportationProject ManagerDetroit, MI$99,000–$110,000Responsibilities: MV Transportation is seeking an Project Manager will provide support in the daily operations, leadership and direction of the team and ensure delivery of annual business plans. Where permissible under applicable state and local law, applicants may be subject to a pre-employment drug test and background check after receiving a conditional offer of employment.
NewIAM Product Line Manager StellantisIAM Product Line ManagerAuburn Hills, MIThe Product Line Manager works cross-functionally with purchasing, supply chain, marketing, sales, engineering, and supplier partners to support product launches, maintain competitive product offerings, and drive category performance. The Product Line Manager – Independent Aftermarket (IAM) Parts is responsible for the day-to-day management, performance, and growth of assigned product lines within the automotive aftermarket portfolio.
Service Delivery Manager EntregaService Delivery ManagerTroy, MichiganThe Service Delivery Manager acts as the primary delivery partner to the client, ensuring delivery outcomes align with expectations while maintaining strong alignment with internal delivery teams. We operate using a structured service delivery model designed to balance client relationships, delivery accountability, project execution, and production capacity management.
Service Delivery Manager T-Mobile US IncService Delivery ManagerLivonia, MI$95,400–$172,000 / yearKnowledge, Skills and Abilities: Project Management Ability to plan, coordinate, and execute complex B2B service deliveries, ensuring disciplined deployment and activation of telecommunications products and services. 4-7 years Managing complex B2B service delivery projects for large enterprise customers, including deployment and activation of telecommunications products and services (Required).
ConvergeHEALTH - Commercial Life Sciences, Delivery Manager - Managed Platform as a Services (MPaaS) - Innovation_Delivery_Transformation Deloitte Touche Tohmatsu LtdConvergeHEALTH - Commercial Life Sciences, Delivery Manager - Managed Platform as a Services (MPaaS) - Innovation_Delivery_TransformationMI$134,500–$265,100 / yearWithin IDT, our Life Sciences Cloud (LSC) practice is launching a Managed Platform as a Service (MPaaS) offering - a comprehensive solution that bundles our proprietary QuickStarts platform with ongoing managed services to deploy, run, maintain, and continuously evolve client CRM environments. Working knowledge of the broader Life Sciences commercial technology ecosystem, including platforms such as Veeva Vault PromoMats, MuleSoft integration tooling, Cvent, Knipper, and other populate CRM integrations a plus.
Senior Manager, Digital Experience Delivery - Remote CSAA Insurance GroupSenior Manager, Digital Experience Delivery - RemoteMIRemote$160,155–$177,950 / yearAlabama - Home Teleworkers, Alabama - Home Teleworkers, Arkansas - Home Teleworkers, California - Home Teleworkers, Colorado - Home Teleworkers, Connecticut - Home Teleworkers, Delaware - Home Teleworker, District of Columbia - Home Teleworkers, Florida - Home Teleworkers, Georgia - Home Teleworkers, Idaho - Home Teleworkers, Illinois - Home Teleworkers, Indiana - Home Teleworkers, Iowa - Home Teleworkers, Kansas - Home Teleworker, Kentucky - Home Teleworkers, Louisiana - Home Teleworkers, Maine Home Teleworkers, Maryland - Home Teleworkers, Massachusetts - Home Teleworkers, Michigan - Home Teleworkers, Minnesota - Home Teleworkers, Mississippi - Home Teleworker, Missouri - Home Teleworker, Montana - Home Teleworkers {+ 21 more}. The Senior Manager is accountable for end-to-end execution of agent and member digital sales and service experiences within CSAA personal lines, ensuring consistent, high-quality delivery across distribution channels (AAA club agency, independent agency, direct, and alternative platforms).
IT Service Delivery Manager - Tech Ops & Finance WesBanco IncIT Service Delivery Manager - Tech Ops & FinanceAnn Arbor, MIThis role leads Service Desk operations and drives excellence across incident, request, problem, and knowledge management; governs vendor performance; ensures adherence to Service Level Agreements (SLAs) and Key Performance Indicators (KPIs); and partners with IT and business leaders to continuously improve user experience, reliability, and compliance. Analyzes ticket data to identify knowledge gaps; prioritize new/updated articles that reduce mean time to resolve (MTTR) and repeat incidents.
Sr. SAP Service Delivery Manager Stefanini International Holdings LtdSr. SAP Service Delivery ManagerDetroit, MIToday, the company has a broad portfolio of solutions that combine innovative consulting, marketing, mobility, personalized campaigns and artificial intelligence services for traditional solutions such as service desk, field service and outsourcing (BPO). Overview: We are seeking an experienced SAP Service Delivery Manager with a strong background in manufacturing, particularly in modules such as MM (Materials Management), WM (Warehouse Management), and PP (Production Planning).
Tax Delivery Manager, Global Employer Services - Individual Client Services Deloitte Touche Tohmatsu LtdTax Delivery Manager, Global Employer Services - Individual Client ServicesMI$105,375–$215,375 / yearAt Deloitte Tax LLP, our Global Employer Services tax professionals assist our international clients in managing employer and individual income tax obligations for their mobile employees working abroad and inbound which includes but not limited to reviewing and signing income tax returns and reviewing cost projections. Our purpose comes through in our work with clients that enables impact and value in their organizations, as well as through our own investments, commitments, and actions across areas that help drive positive outcomes for our communities.
Cloud Platform Delivery Lead - Azure: Manager PricewaterhouseCoopers LLPCloud Platform Delivery Lead - Azure: ManagerMI$99,000–$232,000 / yearp>• Bachelors Degree in Computer and Information Science, Management Information Systems, Computer Engineering, Mathematics, Analytics, Business Analytics preferred • Demonstrates extensive ability to provide end-to-end delivery leadership and technical direction for Azure-based platforms and cloud migration initiatives, including managing delivery across multiple parallel Azure workstreams (e.g., six to seven concurrent workstreams). • Demonstrates extensive knowledge of Azure architecture and hands-on technical execution across services such as virtual networking, identity and access management, Kubernetes services, application platforms, serverless functions, relational and NoSQL databases, and observability tooling.
Branch Transformation Delivery Manager Citizens Financial Group IncBranch Transformation Delivery ManagerMI$179,000–$244,000 / yearThe Branch Transformation Delivery Manager oversees the execution and operational delivery of the Retail Network Transformation program, ensuring the successful implementation of all physical branch actions-including openings, closures, relocations, and renovations-as well as full lifecycle management of branch hardware, ATM, branch quality/improvement initiatives, Mobile Unit deployment, and maintenance of the Branch Locator application. As the primary connection point across cross-functional teams and external partners, the role drives execution excellence, manages capital spend, ensures regulatory compliance, accelerates issue resolution, and fosters a culture of continuous improvement, transparency, and high performance.
Oracle Service Delivery Manager Centroid Systems, Inc.Oracle Service Delivery ManagerTroy, MIRemoteFull timeThis role also includes an account management component by providing the link among projects, programs, clients, and support resources with the intent to grow client relations and Centroid’s footprint. Establishing and maintaining strong client relationships is key in order to certify Centroid as a trusted advisor and proponent of our customers’ business goals.
Cloud Platform Delivery Lead - AWS: Senior Manager PricewaterhouseCoopers LLPCloud Platform Delivery Lead - AWS: Senior ManagerMI$124,000–$280,000 / yearDemonstrates extensive knowledge of AWS architecture and hands-on technical execution across services such as virtual networking, identity and access management, container orchestration, compute services, serverless functions, relational databases, load balancing, domain name services, and observability tooling. Demonstrates extensive ability to architect, operate, and evolve Kubernetes-based container platforms using Amazon EKS, including cluster design, networking, ingress and traffic management, autoscaling strategies, security controls, and multi-account or multi-environment isolation models.
Delivery Manager | Retail & Commerce Media Accenture PlcDelivery Manager | Retail & Commerce MediaDetroit, MIAs a Delivery Manager, Retail & Commerce Media, you will manage day-to-day execution across a set of client engagements - coordinating across Sales, Ad Operations, Data & Insights, Product, and Finance to ensure deliverables are on track, issues are surfaced and resolved quickly, and clients remain confident in the partnership. Rooted in strategy, powered by tech, enhanced with AI, and elevated by creativity, our Design & Digital Products, Marketing, Commerce, and Service practices deliver superb craftmanship at scale.
Content Automation and GenAI - Consulting and Delivery Manager Accenture PlcContent Automation and GenAI - Consulting and Delivery ManagerDetroit, MIWe partner with clients across industries, and we are able to bring capabilities that span consulting and transformations services (op model and technology road mapping and stand up), to film/video/photo capture/post production, and scaled globally delivered, tech powered, managed services around content capture, creation and production. This leader will play a key role in shaping how our clients leverage AI to modernize content operations, improve content workflows, and adopt next‑generation marketing and content technologies.
Manager of Project Delivery EntregaManager of Project DeliveryTroy, MichiganThis role sits within the Project Delivery function and is responsible for people leadership, capability development, and delivery execution consistency across Project Delivery resources. We operate using a structured service delivery model designed to balance client relationships, delivery accountability, project execution, and production capacity management.
Project Delivery Manager - Fund Reporting and Treasury Manager Deloitte Touche Tohmatsu LtdProject Delivery Manager - Fund Reporting and Treasury ManagerMI$102,000–$188,000 / yearOur purpose comes through in our work with clients that enables impact and value in their organizations, as well as through our own investments, commitments, and actions across areas that help drive positive outcomes for our communities. The wage range for this role takes into account the wide range of factors that are considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and other business and organizational needs.
Senior Manager, IT Global Technical Delivery Amcor PlcSenior Manager, IT Global Technical DeliveryMIRemotePerform resource and capacity planning, communicating constraints, alternative resource options, priorities, and expected delivery dates to Business and Demand Managers / Business Relationship Managers. Manage software release processes, including SAP kernel upgrades, enhancement packs, support packages, database patches, and related technical changes.
Senior Associate, Technical Delivery Project Manager PricewaterhouseCoopers LLPSenior Associate, Technical Delivery Project ManagerDetroit, MI$77,000–$202,000 / yearPwC does not intend to hire experienced or entry level job seekers who will need, now or in the future, PwC sponsorship through the H-1B lottery, except as set forth within the following policy: https://pwc.to/H-1B-Lottery-Policy. At PwC, our people in software and product innovation focus on developing cutting-edge software solutions and driving product innovation to meet the evolving needs of clients.
Substation Program Manager - Strategic Growth & Delivery Black & Veatch Holding CoSubstation Program Manager - Strategic Growth & DeliveryAnn Arbor, MIBlack & Veatch's Technology, Commercial & Industrial is a specialized group of capabilities focused on the latest needs for clients in a fast-growth technology-led arena of advanced manufacturing, and generative AI computing including gigafactories, bio/ag tech, data centers and distributed infrastructure. Typical office environment, typical construction environment, extreme weather conditions, high noise level, safety hazards (electric currents, working on scaffolding and high places, exposure to chemicals), atmospheric conditions (fumes, odors, dusts, mists, gases, poor ventilation).
NewAI Program Manager - Power Delivery & Grid Black & Veatch Holding CoAI Program Manager - Power Delivery & GridAnn Arbor, MIThis individual will operate at the intersection of engineering, technology, and business strategy-partnering with cross-functional teams to translate emerging capabilities into scalable, high-value solutions that improve engineering efficiency, quality, and competitiveness and execute complex EPC and services projects. Black & Veatch's TIG team is a specialized group of capabilities focused on the latest needs for clients in a fast-growth technology-led arena of advanced manufacturing, and generative AI computing including gigafactories, bio/ag tech, data centers and distributed infrastructure.
Technology Strategy Innovation and Delivery Transformation Manager Deloitte Touche Tohmatsu LtdTechnology Strategy Innovation and Delivery Transformation ManagerMI$155,600–$306,800 / yearThese strategic choices help inform the development of the appropriate business models, operating models, technology strategies, IT and AI roadmaps, platforms, ecosystems, and capability investments to support their strategic visions, as well as to maximize the ROI on technology investments and leverage technology and digital trends to architect future business strategies. This individual does not need to be a hands-on engineer, but should be comfortable partnering closely with product managers, developers, and other technical resources, and increasingly, leveraging AI tools to prototype concepts, sharpen requirements, and accelerate alignment before engineering resources are engaged.