NewSales Experience Manager (Sales Advisor) - Park Place Volvo Asbury Automotive GroupSales Experience Manager (Sales Advisor) - Park Place VolvoHighland Park, TXSales Experience Manager (Sales Advisor) - Park Place Volvo Dallas, TX, USA Requisition ID Req 12529 About Asbury Park Place Dealerships is part of Asbury Automotive Group (NYSE: ABG) is a Fortune 500 company and one of the largest franchised automotive retailers in the United States. Job Details Job Family Sales Pay Type Hourly Job Start Date Thursday, July 9, 2026 PI9682c4f9c230-25448-410260325c143e31-5e48-4549-b638-05792d185386
NewSales Experience Manager - Park Place Motorcars - Arlington, TX Asbury Automotive GroupSales Experience Manager - Park Place Motorcars - Arlington, TXArlington, TXSales Experience Manager - Park Place Motorcars - Arlington, TX Arlington, TX, USA Requisition ID Req 12561 About Asbury Park Place Dealerships is part of Asbury Automotive Group (NYSE: ABG) is a Fortune 500 company and one of the largest franchised automotive retailers in the United States. At Asbury, we work together to provide exceptional experiences for our guests while promoting a fun, supportive and inclusive environment where team members can thrive both personally and professionally.
NewTechnical Lead/Architect Vaco LLCTechnical Lead/ArchitectDallas, TXRemote$75–$90 / hourDetermining 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.
Senior Product Manager, Insurance Products Hippo Holdings IncSenior Product Manager, Insurance ProductsDallas, TX$124,000–$186,000 / yearThis is a strategic, high-impact role that combines platform ownership with direct P&L impact: you'll set the multi-year direction for our insurance product infrastructure while driving the day-to-day execution that keeps one of Hippo's most important business lines competitive, compliant, and profitable. 7+ years of experience in product management, including full ownership of the product backlog and leading the end-to-end software development lifecycle in collaboration with a team of at least four engineers, delivering impactful and user-focused solutions.
Senior Product Manager - Insurance Products Hippo InsuranceSenior Product Manager - Insurance ProductsDallas, TX$124,000–$186,000 / yearThis is a strategic, high-impact role that combines platform ownership with direct P&L impact: you'll set the multi-year direction for our insurance product infrastructure while driving the day-to-day execution that keeps one of Hippo's most important business lines competitive, compliant, and profitable. 5+ years of experience in product management, including full ownership of the product backlog and leading the end-to-end software development lifecycle in collaboration with a team of at least four engineers, delivering impactful and user-focused solutions.
Product Manager - Product Engineering Deloitte Touche Tohmatsu LtdProduct Manager - Product EngineeringDallas, TX$102,500–$210,600 / yearThe 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. 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.
Sr. Product Manager, Roofing products ICP GroupSr. Product Manager, Roofing productsDallas, TXFull timeFounded in 2015 and supported by a lean corporate team, ICP Group has scaled rapidly through organic and acquisition growth into one of the largest coatings, adhesives, and sealants companies in North America. Innovative Chemical Products Group (ICP Group) is a leading formulator and manufacturer of specialty coatings, adhesives, and sealants serving the construction and industrial end markets.
Senior Product Manager - Global Product Management Gartner IncSenior Product Manager - Global Product ManagementIrving, TXAbout this role: Gartner is looking for a Senior Product Manager, Global Product Management (GPM) to develop and manage Gartner's products and services that serve Chief Sales Officers (CSOs), Chief Marketing Officers (CMOs) and their respective teams. Create, launch, track and iterate on new sources of value that will enhance to meet the changing needs of CSOs, CMOs and their teams including digital experiences, data, tools, peer connections, expert interactions and new insights.
Technical Product Manager 2 - (Financial Services Products Stablecoin, Tokenization, Payments) US BankTechnical Product Manager 2 - (Financial Services Products Stablecoin, Tokenization, Payments)Irving, TX$98,175–$115,500 / yearStrong product and business analysis capabilities, and demonstrated knowledge of blockchain, stablecoins, tokenization platforms, digital custody, and payments and industry trends and practices in digital assets. In addition, certain positions may also be subject to the requirements of FINRA, NMLS registration, Reg Z, Reg G, OFAC, the NFA, the FCPA, the Bank Secrecy Act, the SAFE Act, and/or federal guidelines applicable to an agreement, such as those related to ethics, safety, or operational procedures.
NewSenior Product Manager - Automation Operations Product Owner Wells Fargo & CoSenior Product Manager - Automation Operations Product OwnerDallas, TX$87,000–$140,000 / yearThey are accountable for execution of all applicable risk programs (Credit, Market, Financial Crimes, Operational, Regulatory Compliance), which includes effectively following and adhering to applicable Wells Fargo policies and procedures, appropriately fulfilling risk and compliance obligations, timely and effective escalation and remediation of issues, and making sound risk decisions. This team will provide centralized ownership of maintenance and enhancements, production support, demand intake, operational governance, monitoring, and reporting across all Operations Excellence automations, regardless of technology or delivery team.
Robotic Product Owner - Product Manager Autonomous Solutions, IncRobotic Product Owner - Product ManagerFort Worth, TXASI is seeking a Product Manager / Product Owner to lead the development and commercialization of autonomous solutions within our grading and road construction verticals, with a primary focus on Dozer and Compactor robotic platforms. You will operate at the intersection of construction expertise, robotics technology, and product strategy, ensuring our solutions deliver measurable value in real-world job site conditions.
Product Manager - Retirement Products Ascensus LLCProduct Manager - Retirement ProductsDallas, TX$130,000–$150,000 / yearAscensus is the leading independent technology and service platform powering savings plans across America, providing products and expertise that help nearly 16 million people save for a better today and tomorrow. Under the direction of the Product Lead (for a specific business, segment, or capability set), the Product Manager will define and drive the product vision and roadmap for assigned products, features, and capabilities.
Senior Product Manager - Data Products Geico InsuranceSenior Product Manager - Data ProductsDallas, TX$146,575–$229,600 / yearYou will be responsible for leading product strategy, driving the development and execution of product roadmaps, and ensuring that our data product solutions meet the needs of our internal stakeholders while driving business outcomes. You will collaborate closely with cross-functional teams, including engineering, data science, analytics, operations, and business leaders to deliver high-impact data products that drive business growth and operational efficiency.
Network Automation Product Manager The Federal Reserve SystemNetwork Automation Product ManagerDallas, TX$113,000–$155,000 / yearQualifications: Senior level Product Manager candidates will have 6 to 9+ years of relevant experience and Advanced level Product Manager candidates will have 10+ years of relevant experience as follows: Required Technical Experience: Proven background in network engineering, including routing, switching, firewalls, segmentation, VPN services, and software-defined networking. Cross-Functional Leadership: Collaborate with architects, engineers, security partners, and risk stakeholders to ensure alignment on technical design, compliance expectations, and implementation priorities.
Senior Technical Product Manager CotalitySenior Technical Product ManagerDallas, TexasCotality is committed to cultivating a diverse and inclusive work culture that inspires innovation and bold thinking; it's a place where you can collaborate, feel valued, develop skills and directly impact the real estate economy. We work in an open, highly collaborative space and use test-driven development, pair programming, and continuous integration to deliver value fast.
Jr. Product Manager GEE Group, IncJr. Product ManagerDallas, TXYou'll work directly with product managers to improve workflows, reduce friction, and ensure what gets built actually works for our users. Job Description & Responsibilities : This role supports the delivery of mortgage software by turning regulatory requirements, customer needs, and product direction into clear, usable features.
Marketing Product Manager - Digital Growth & AI Innovation Citigroup IncMarketing Product Manager - Digital Growth & AI InnovationIrving, TX$114,720–$172,080 / yearTo deliver on our brand promise, we must operate as a truly client-centric organization, driving a high-tech, high-touch experience for the full Citi relationship, particularly in the U.S. To do so, we have aligned our structure with our strategy to ensure we win in the U.S., our largest market, and drive greater client-centricity across product, segment, and geography. This role requires a strategic product leader who can identify high-impact opportunities, drive cross-functional execution, and partner across Marketing, Product, Technology, Analytics, Data Science, Risk, and Operations to deliver scalable innovation and measurable business outcomes.
NewSenior Technical Product Manager - Data Governance Technology Platform Lead US BankSenior Technical Product Manager - Data Governance Technology Platform LeadIrving, TX$148,495–$174,700 / yearThis role focuses on automation, intelligent workflows, and user-centric experiences, enabling scalable governance, improved data usability, and reduced manual effort through AI. In addition, certain positions may also be subject to the requirements of FINRA, NMLS registration, Reg Z, Reg G, OFAC, the NFA, the FCPA, the Bank Secrecy Act, the SAFE Act, and/or federal guidelines applicable to an agreement, such as those related to ethics, safety, or operational procedures.
Senior FOIA Disclosure Product Manager Contact Government Services LLCSenior FOIA Disclosure Product ManagerDallas, TXbuy perspective • Assess current competitor offerings, seeking opportunities for differentiation • Analyze product requirements and develop appropriate programs to ensure they are successfully achieved • Develop, implement, and maintain production timelines across multiple departments • Drive the execution of the SecureRelease product, including product research, market research, competitive analysis, planning, positioning, roadmap development, requirements development, and product launch • Translate product strategy into detailed requirements for prototype construction and final product development by engineering teams • Create product strategy documents that describe business cases, high-level use cases, technical requirements, revenue, and ROI • Analyze market data to develop sales strategies and define product objectives for effective marketing communications plans • Collaborate closely with engineering, production, marketing, and sales teams on the development, QA, and release of products and balance of resources to ensure success for the entire organization • Develop product positioning and messaging that differentiates Deloitte and its features across primary market segments • Manage and deliver Release Notes • Schedule walkthroughs • Manage client notifications • Schedule product deployment • Manage the feature requests queue and priorities. • Bachelors degree in product design or engineering • Strong experience in a dynamic product management role • Proven experience overseeing all elements of the product development lifecycle • Highly effective cross-functional team management • Previous experience delivering finely-tuned product marketing strategies • Exceptional writing and editing skills combined with strong presentation and public speaking skills.
Sr. Product Manager (Generalist) JiffySr. Product Manager (Generalist)Dallas, TX$150,000–$200,000 / yearThis role is ideal for a strategic thinker with strong technical fluency, operational experience, and curiosity for emerging technologies like machine learning and large-scale systems. You’ll balance short-term delivery with long-term platform evolution, and work with cross-functional teams including engineering, operations, data science, and executive leadership.
Jr. Product Manager GEE Group SandboxJr. Product ManagerDallas, TXYou'll work directly with product managers to improve workflows, reduce friction, and ensure what gets built actually works for our users. Job Description & Responsibilities : This role supports the delivery of mortgage software by turning regulatory requirements, customer needs, and product direction into clear, usable features.
Technical Product Manager 2 - (Financial Services products Stablecoin, Tokenization, Payments) U.S. BancorpTechnical Product Manager 2 - (Financial Services products Stablecoin, Tokenization, Payments)Irving, TX$98,175–$115,500 / yearStrong product and business analysis capabilities, and demonstrated knowledge of blockchain, stablecoins, tokenization platforms, digital custody, and payments and industry trends and practices in digital assets. In addition, certain positions may also be subject to the requirements of FINRA, NMLS registration, Reg Z, Reg G, OFAC, the NFA, the FCPA, the Bank Secrecy Act, the SAFE Act, and/or federal guidelines applicable to an agreement, such as those related to ethics, safety, or operational procedures.
Product Manager Supply Chain One Network EnterprisesProduct Manager Supply ChainDallas, TexasJob requirements and skills : Proven experience working as Product Manager or Solution Consultant in a non-managerial role implementing large scale complex supply chain & logistics solutions across various industry verticals. The Product Manager will drive the product planning process across cross-functional teams of the company with the knowledge of customer needs, current market trends, current competitor offerings, seeking opportunities for differentiation.
Principal Product Manager, Search Scribd, IncPrincipal Product Manager, SearchDallas, TXSuccess here means defining a compelling vision, crafting metrics that truly matter, and experimenting your way to breakthrough features that redefine search relevance and discovery - all in close partnership with Engineering, Analytics, Data Science, Design, and Machine Learning teams who turn strategy into production reality. Familiarity with modern ML operations tooling - from vector databases to end-to-end model-ops workflows (MLOps / LLMOps) - and the ability to collaborate with engineering teams that rely on these systems.
Foia Disclosure Product Manager CONTACT GOVERNMENT SERVICESFoia Disclosure Product ManagerDallas, TX$116,480–$158,080 / yearDrive the execution of the SecureRelease product, including product research, market research, competitive analysis, planning, positioning, roadmap development, requirements development, and product launch. For the past seven years, we've been growing our government-contracting portfolio, and along the way, we've created valuable partnerships by demonstrating a commitment to honesty, professionalism, and quality work.
Senior Foia Disclosure Product Manager CONTACT GOVERNMENT SERVICESSenior Foia Disclosure Product ManagerDallas, TX$149,760–$216,320 / yearDrive the execution of the SecureRelease product, including product research, market research, competitive analysis, planning, positioning, roadmap development, requirements development, and product launch. For the past seven years, we've been growing our government-contracting portfolio, and along the way, we've created valuable partnerships by demonstrating a commitment to honesty, professionalism, and quality work.
Lead Product Manager - Hippo Plus Hippo InsuranceLead Product Manager - Hippo PlusDallas, TX$150,000–$230,000 / yearHippo treats its team members with the same level of dedication and care as we do our customers, which is why we're fortunate to provide all of our Hippos with: Healthy Hippos Benefits- Multiple medical plans to choose from and 100% employer covered dental & vision plans for our team members and their families. Exact compensation may vary based on several job-related factors that are unique to each candidate, including but not limited to: skill set, experience, education/training, location, business needs and market demands.
Lead Product Manager - Hippo Plus Hippo Holdings IncLead Product Manager - Hippo PlusDallas, TX$150,000–$230,000 / yearHippo treats its team members with the same level of dedication and care as we do our customers, which is why we're fortunate to provide all of our Hippos with: Healthy Hippos Benefits - Multiple medical plans to choose from and 100% employer covered dental & vision plans for our team members and their families. Exact compensation may vary based on several job-related factors that are unique to each candidate, including but not limited to: skill set, experience, education/training, location, business needs and market demands.
Senior Product Manager - Data Products GEICO GENERAL INSURANCE COMPANYSenior Product Manager - Data ProductsDallas, TX$146,575–$229,600 / yearYou will be responsible for leading product strategy, driving the development and execution of product roadmaps, and ensuring that our data product solutions meet the needs of our internal stakeholders while driving business outcomes. You will collaborate closely with cross-functional teams, including engineering, data science, analytics, operations, and business leaders to deliver high-impact data products that drive business growth and operational efficiency.
Principal Technical Product Manager CotalityPrincipal Technical Product ManagerDallas, TexasAs Principal Technical Product Manager you will serve as a principal expert in designing, developing, and managing activities for specific technical products or product groups from definition and planning through production, release, and end of life. Cotality is committed to cultivating a diverse and inclusive work culture that inspires innovation and bold thinking; it's a place where you can collaborate, feel valued, develop skills and directly impact the real estate economy.
Product Manager GartnerProduct ManagerIrving, TXIn this role within the Global Sales & Services Technology (GSST) team, you will be supporting Salesforce enhancements in the Customer 360 view across our core business partners. Our mission relies on expert analysis and bold ideas to deliver actionable, objective business and technology insights, helping enterprise leaders and their teams succeed with their mission-critical priorities.
Experienced E-Commerce Product Manager (57883) A-MAX Auto InsuranceExperienced E-Commerce Product Manager (57883)Dallas, TXYou will sit at the intersection of technology, marketing, and operations - coordinating a cross-functional team of developers, designers, data analysts, and carrier relations to build and optimize a best-in-class digital insurance buying experience. Own and maintain the digital product roadmap aligned to three core KPIs: Webquote Revenue Contribution, eCom Platform EBITDA ROI, and Customer Digital CX Index.
Enterprise Product Manager Director PricewaterhouseCoopers LLPEnterprise Product Manager DirectorFort Worth, TX$122,500–$423,780 / yearYou manage a commercially focused portfolio, develop product roadmaps, and collaborate with development leaders to align technology architecture with product objectives, making sure new services have a thoroughly developed support structure. Bachelor's degree or in lieu of a degree, demonstrating, in addition to the minimum years of experience required for the role, three years of specialized training and/or progressively responsible work experience in technology for each missing year of college.
Senior Product Manager Equinix IncSenior Product ManagerDallas, TXSOAR and automation governance: Scale automation safely by improving how ideas are submitted, reviewed, built, tested, approved, and adopted; clarify ownership, controls, approvals, adoption measures, success rates, analyst time savings, and failure patterns. Telemetry and log onboarding strategy: Prioritize log sources, parser improvements, and schema normalization based on risk, coverage gaps, investigative value, analyst needs, concrete use cases, dependencies, sequencing, and effort tradeoffs.
Lead Product Manager Wells Fargo & CoLead Product ManagerIrving, TXThey are accountable for execution of all applicable risk programs (Credit, Market, Financial Crimes, Operational, Regulatory Compliance), which includes effectively following and adhering to applicable Wells Fargo policies and procedures, appropriately fulfilling risk and compliance obligations, timely and effective escalation and remediation of issues, and making sound risk decisions. Required Qualifications: 5+ years of Product Management, product development, strategic planning, process management, change delivery experience, or equivalent demonstrated through one or a combination of the following: work experience, training, military experience, education.
Principal Product Manager CrunchyrollPrincipal Product ManagerDallas, TX$227,100–$275,000 / yearExceptional communication and stakeholder management skills, with a proven ability to operate across technical and non-technical stakeholders, align teams around new ways of working, and effectively present to executive leadership. You will partner closely with leaders across Product, Engineering, Design, Data, and Business stakeholders to run these experiments, evaluate emerging AI-enabled development tools, and establish early proof points for a scalable product operating system for Crunchyroll.
Product Manager Webster & Webster AssociatesProduct ManagerDallas, TexasYou will serve as the commercial and technical anchor for a diverse portfolio of modular computing solutions, collaborating with engineering and sales to ensure your products exceed the demands of the modern high-performance embedded market. Are you a technical strategist ready to transition from hand-on engineering to high-impact leadership role where you define the future of defense-grade hardware?
Energy Product Manager Sagemcom Broadband SASEnergy Product ManagerDallas, TXSagemcom - Energy Product Manager BR DE ES FR HU IT US ZH Suivez nous * Accueil Candidature spontanée 10 raisons de nous rejoindre Nos valeurs Nos engagements Ils témoignent Nos emplois en Tunisie Vous êtes ici : Accueil ' Liste des offres ' Détail de l'offre Ma sélection : 0 offre(s) Suivez nous * Menu Site carrière Sagemcom...
Product Manager (Applications) - U.S. Based Remote Opportunity The Common ApplicationProduct Manager (Applications) - U.S. Based Remote OpportunityArlington, TXRemote$95,000–$99,090 / yearMission-driven and passionate about addressing complex problems in college admissions, this person will lead cross-functional teams in identifying, defining, and prioritizing product features that meet the needs of our diverse user base using techniques grounded in an approach to product management. As a member of the Product Strategy team, and in coordination with the Senior Director of Product Management, the Product Manager will help shape enhancements to Common App's first-year and transfer applications to drive college and counselor satisfaction and improve students' experience.
NewSenior Technical Product Manager - Data Governance Technology Platform Lead U.S. BancorpSenior Technical Product Manager - Data Governance Technology Platform LeadIrving, TX$148,495–$174,700 / yearThis role focuses on automation, intelligent workflows, and user-centric experiences, enabling scalable governance, improved data usability, and reduced manual effort through AI. In addition, certain positions may also be subject to the requirements of FINRA, NMLS registration, Reg Z, Reg G, OFAC, the NFA, the FCPA, the Bank Secrecy Act, the SAFE Act, and/or federal guidelines applicable to an agreement, such as those related to ethics, safety, or operational procedures.
Digital Product Management Senior Manager The PNC Financial Services Group IncDigital Product Management Senior ManagerDallas, TXDrives/Develops partnership with key stakeholders including Product, Technology, MIS, Line of Business, Marketing and other internal service partners as well as external stakeholders including key vendors to ensure all digital experiences meet their strategic goals. PNC Employees take pride in our reputation and to continue building upon that we expect our employees to be: Customer Focused - Knowledgeable of the values and practices that align customer needs and satisfaction as primary considerations in all business decisions and able to leverage that information in creating customized customer solutions.
Senior Hardware Product Manager Perry WeatherSenior Hardware Product ManagerDallas, TexasOur platform brings software, connected hardware, and real-time weather data into one system trusted by thousands of customers and millions of people each year — from Fortune 500 companies and professional sports leagues to major commercial builders, schools, cities, and golf courses. 7+ years of experience building, launching, or scaling connected hardware products, ideally in hardware-enabled SaaS, IoT, enterprise platforms, industrial systems, rugged devices, environmental sensing, or similar environments.
NewSVP, Treasury Management Product Manager Bank OZKSVP, Treasury Management Product ManagerDallas, TXThis role provides leadership across multiple Treasury Management products and initiatives while ensuring solutions are scalable, compliant, client-centric, and aligned with the Bank's Treasury Management and payments strategy. Owns product requirements and client workflows for ACH origination, wire initiation, payables files, approval workflows, entitlements, limits, lockbox, RDC, ACH debit, posting, reconciliation, and cash application use cases.
Senior Product Manager – Fulfillment Value-Added Services (VAS) ShipMonkSenior Product Manager – Fulfillment Value-Added Services (VAS)Fort Worth, TXWorkflow Architecture: Design "Cart-to-Floor" flows that ensure a customer's request for a "blue ribbon, tagged, and engraved" item is instantly translated into a clear task for a warehouse associate. Complexity Breakdown: Take messy, complex kitting projects and deconstruct them into system-driven, step-by-step digital transactions to minimize human error and maximize speed.
Senior Product Manager, Industrial AI - Aerospace & Defense Industrial and Financial Systems ABSenior Product Manager, Industrial AI - Aerospace & DefenseFort Worth, TX$130,000–$180,000 / yearAs a Senior Product Manager, Industrial AI in Aerospace and Defense, you are responsible for: Developing and executing product strategies and roadmaps for MRO-related products, aligning with company objectives and market opportunities. Conducting comprehensive market and competitive analyses specific to the MRO industry, identifying trends, customer needs, and building business cases for potential opportunities.
Product Manager, Debtdomain OSTTRAProduct Manager, DebtdomainDallas, New YorkOur team of experts delivers unrivaled insights and leading data and technology solutions, partnering with customers to expand their perspective, operate with confidence, and make decisions with conviction. From finding new ways to measure sustainability to analyzing energy transition across the supply chain to building workflow solutions that make it easy to tap into insight and apply it.
Senior Product Operations Manager BestowSenior Product Operations ManagerDallas, TexasFirst , lead ongoing improvements to the Product Development Lifecycle (PDLC) — the processes, rituals, and tooling Product Managers rely on every day — in direct support of Product Management leadership and its goal of maximizing team output and product quality. Experience leading or actively contributing to a team's shift toward AI-native ways of working — identifying where AI genuinely changes the shape of a workflow versus where it's just noise, and helping a team adopt it with real discipline.
Product Manager Hilltop Holdings IncProduct ManagerDallas, TXThe ideal candidate understands that product management is cross-functional and involves business development, strategic thinking, data driven insights, market research, and awareness of goals versus constraints. With an extensive portfolio of products, we deliver a broad range of investment banking and related financial services that help our clients achieve their definition of success.
Product Manager II Kroll, LLCProduct Manager IIDallas, TXRemote$70,000–$200,000 / yearYou will work directly with REAG leadership, valuation practitioners, an India-based engineering team, and external stakeholders to deliver a production-grade benchmark that clients trust and practitioners use. The capability will ship as a new module within the existing KREV (Kroll Real Estate Valuation Solutions) platform, with both a dedicated benchmarking experience and an inline overlay on existing portfolio views.
Senior Technical Product Manager TrustibleSenior Technical Product ManagerArlington, TexasComfort operating at both ends of the spectrum: unglamorous but essential enterprise features (permissions, workflows, admin surfaces) and newer, more visible capabilities like AI agents. You should be able to reason through how we'd integrate with AI platforms and model providers, help scope out data pipelines for AI agent outputs, and write requirements detailed enough that engineering can build against them without a lot of back and forth.