Discover Financial ServicesDirector, Chief of Staff - Bank Tech Discover Financial ServicesDirector, Chief of Staff - Bank TechMcLean, VA$230,400–$263,000 / yearThe ideal candidate will have an exceptional track record of building strong business partnerships, demonstrated success in critical thinking and problem solving, experience with complex analysis, and ability to balance critical priorities across a wide range of responsibilities. This Director, Chief of Staff is a connector across the Bank Tech organization supporting an individual tower, operating as a strategic partner for the Managing Vice President/ Vice President and the Senior Leadership team.
Macpower Digital Assets Edge LLCCapital Forecasting & Analysis Director | Capital Forecasting Director Macpower Digital Assets Edge LLCCapital Forecasting & Analysis Director | Capital Forecasting DirectorMcLean, VA$200,000–$250,000 / yearYour Impact: As a key member of the Capital Planning and Management Reporting Team, you will: Lead a team responsible for capital forecasting, analysis and reporting processes for all monthly, quarterly, annual and multi-year business planning cycles across a range of scenarios including Annual Business Plan, regulatory stress testing (DFAST), Capital Planning and Risk Appetite setting partnering with the business finance teams and in coordination with Legal, Regulatory Affairs, Risk, etc. Our Impact: The Capital Planning and Management Reporting Team focuses on the consolidated capital forecasting, reporting and analytics, scenario design for business planning, capital planning, stress testing and risk appetite setting, rating agencies and investor relations, Corporate Scorecard development and reporting, industry and competitor benchmarking, and the development of the company's Resolution Planning and readiness capabilities.
Dentsply SironaNewSenior Director, Clinical Education and Events Dentsply SironaSenior Director, Clinical Education and EventsWashington DC, DCThis leader serves as the senior clinical authority for NAM education, ensuring programs meet the needs of practicing clinicians while supporting business priorities, product adoption, and long term customer trust. • Oversee planning and execution of clinical educational events (e.g., courses, workshops, symposia, webinars), ensuring end-to-end operational excellence (logistics, faculty coordination, attendee experience) and alignment to learning objectives.
JobotNewRegional Clinical Director BCBA JobotRegional Clinical Director BCBAFairfax, VA$100,000–$150,000 / yearThe Regional Clinical Director will partner closely with executive leadership to drive clinical excellence, improve operational outcomes, mentor Clinical Directors and Senior Clinical Directors, and support the continued expansion of services to families across assigned regions. We are a rapidly growing, BCBA-founded ABA organization committed to delivering compassionate, outcomes-driven autism services across center-based, home-based, school, and community settings.
TurnitinNewDirector, Solutions Engineering TurnitinDirector, Solutions EngineeringWashington, DC$150,225–$250,375 / yearThis leadership role directs the pre-sales and technical solutions function for the organization’s Education Technology (EdTech) products and services, aiming to support revenue growth, customer success, and product innovation across K–12, Higher Education, and Strategic/Professional Education markets. Technical leadership, Strategic thinking, Solution architecture, Pre-sales strategy, Customer-centric mindset, Executive communication, Team development and coaching, Cross-functional collaboration, and Problem solving.
HITT ContractingDirector, Business Development HITT ContractingDirector, Business DevelopmentFalls Church, VAThis person is recognized as a business professional who brings qualified sales experience within the AEC industry and possesses the ability to implement a Business Development strategy and execute goals set forth for the business unit. Every day, our team members do amazing things in pursuit of our shared purpose to build trust with our clients, partners, subcontractors, and teammates.
VAST DataNewDirector of Revenue - Finance VAST DataDirector of Revenue - FinanceWashington DC, DCThis role requires deep technical expertise, fluency in complex revenue models, and the ability to build scalable, high-performing teams and processes capable of supporting VAST’s trajectory toward a multi-billion-dollar business. Design, build, and scale end-to-end revenue processes, ensuring they support complex software licensing arrangements, hybrid and public cloud consumption-based revenue models, and rapidly expanding global operations.
VAST DataNewDirector, Developer Relations VAST DataDirector, Developer RelationsWashington DC, DCIn this role, youll champion our technologies through workshops, technical content, and evangelism, helping customers and prospects understand how VAST Data and our API-first storage platform can transform their data pipelines and AI initiatives. We are building the enterprise software infrastructure to capture, catalog, refine, enrich, and protect massive datasets and make them available for real-time data analysis and AI training and inference.
Fti ConsultingNewSenior Director, Data Governance & Privacy Operations (GRC) Fti ConsultingSenior Director, Data Governance & Privacy Operations (GRC)Washington, DCPartner with teams and data stewards to coordinate and perform various audits and assessments (PIA, DPIA, TIA, AI impact assessment, Data Inventories, etc.) as needed to support privacy by design and AI governance principles, drive operational accountability and ensure ongoing compliance and risk management; Maintain risk registers and risk matrices to support PIMS, etc. 2 years navigating, negotiating, and reviewing commercial agreements involving complex data protection, AI terms, information technology and security schedules, cross border data transfers and operational service levels, technical requirements within large-scale cloud ecosystems (Azure, AWS, Google Cloud, etc.).
Included HealthNewDivision Vice President, Consultant Relations - Remote Included HealthDivision Vice President, Consultant Relations - RemoteWashington DC, DCRemote$231,000–$311,000 / yearThe Division Vice President, Consultant Relations will serve as the strategic leader of a high-impact team responsible for building and deepening Included Health’s relationships with employer benefits consulting firms and driving preference for our products and services. Providing executive leadership to the Consultant Relations team by setting direction, establishing clear goals, and equipping the team to cultivate strong, influential relationships across the consulting ecosystem.
JouléNewVice President, Commercial Business Development JouléVice President, Commercial Business Development20817, MDRemoteJoulé is partnering with an innovative, high-growth technology company operating at the intersection of AI and scientific research to identify a Vice President of Commercial to lead U.S. market expansion. • Proven experience building or scaling a commercial function in the U.S. • Strong track record of closing enterprise deals ($50K–$250K+ ACV or higher).
Best Buddies InternationalNewState Director Best Buddies InternationalState DirectorMcLean, VA$90,000–$130,000 / yearPosition Overview: The State Director is responsible for developing an annual state plan and implementing the plan through overseeing day-to-day operations in all offices statewide, securing funding for programs and special projects, overseeing programs to ensure program consistency and success, managing local Advisory Boards and associated committees, and supervising state staff. Oversees (and delegates when appropriate) management of all day-to-day infrastructure needs such as supplies, postage, IT, equipment/ utility contracts, and office lease as needed to maintain an efficient and professional work environment – assumes ultimate responsibility for all logistics of moving an office if necessary.
HITT ContractingVice President of Marketing & Communications HITT ContractingVice President of Marketing & CommunicationsFalls Church, VAThis is a senior leadership role for a marketing executive with a builder's mindset: someone who understands that a strong brand is lived as much as it is seen — expressed through every client interaction, every employee moment, and every touchpoint in between. Demonstrated success leading, developing, and retaining a large, multi-disciplinary marketing team; experience managing director-level leaders and building a department culture of accountability and excellence.
MedStar HealthNewDirector of Nursing (RN) Operating Room, Abdominal Transplant, Robotics and General Surgery - Relocation Offered! MedStar HealthDirector of Nursing (RN) Operating Room, Abdominal Transplant, Robotics and General Surgery - Relocation Offered!Washington, DC$120,702–$238,222Maintains knowledge of current trends and developments in the fields of nursing and health care through a variety of professional activities including but not limited to reading the appropriate literature attending related seminars and conferences and maintaining membership in professional nursing associations. Engages in ongoing productivity monitoring adherence to prescribed annual budget and assurance of adequate availability of personnel and other necessary resources to support the delivery of safe patient care and realization of departmental goals.
Sparks GroupNewSr Director, Development Sparks GroupSr Director, DevelopmentArlington, VARemoteReporting directly to the COO, this position will oversee fundraising initiatives across corporate partnerships, major gifts, individual giving, and grants management, while collaborating closely with executive leadership and the Board. Job Summary/Company: Sparks Group has partnered with a leading nonprofit healthcare and professional membership organization to identify a strategic and relationship-driven Senior Director, Development.
HITT ContractingDirector, Finance HITT ContractingDirector, FinanceFalls Church, VAHITT Contracting is seeking an experienced, detail-oriented Director of Finance to provide strategic financial leadership and oversee key financial planning, treasury, and performance management activities of the organization. This individual must possess strong interpersonal, relationship-building, and communication skills and will work closely with company leadership to measure, analyze, and report on the financial health of the enterprise.
Bowhead / UIC Technical ServicesDirector of Operations Bowhead / UIC Technical ServicesDirector of OperationsDahlgren, VAJob duties include but are not limited to: Organizing projects and programs within the Program Management Organization (PMO), assigning direct and indirect tasking; managing the team(s) workloads, and selecting individuals most qualified for specific efforts. DIRECTOR OF OPERATIONS - DAHLGREN (DAHL-2026-24912): Bowhead is seeking a Director of Operations to join our team in Dahlgren, VA.
HITT ContractingBrand Director HITT ContractingBrand DirectorFalls Church, VAThis is a senior leadership role for a builder of brands and a developer of talent: someone who can both inspire a creative team and operate as a strategic peer and trusted advisor to the heads of Marketing and Communications. Every day, our team members do amazing things in pursuit of our shared purpose to build trust with our clients, partners, subcontractors, and teammates.
Unity SoftwareNewDirector, Executive Compensation Unity SoftwareDirector, Executive CompensationWashington DC, DCWhile specific benefits vary, here are some of the ways we strive to take care of our eligible team members globally: Comprehensive health, life, and disability insurance | Commute subsidy | Employee stock ownership | Competitive retirement/pension plans | Generous vacation and personal days | Support for new parents through leave and family-care programs | Office food snacks | Mental Health and Wellbeing programs and support | Employee Resource Groups | Global Employee Assistance Program | Training and development programs | Volunteering and donation matching program. We are looking for someone who leads with strong judgment, values clarity over complexity, and can translate highly technical compensation concepts into plain English for our business leaders and the Board.
Agios PharmaceuticalsSenior Director, Commercial Analytics - Remote Agios PharmaceuticalsSenior Director, Commercial Analytics - RemoteWashington DC, DCRemote$229,562–$344,342 / yearThe current base salary range for this position is expected to be between $229,562 and $344,342 annualized; final salary will be determined based on various factors including, but not limited to, years of relevant experience, job knowledge, skills and proficiency, degree/education, and internal comparators. Lead all forecasting efforts, including short-term operational forecasts, long-range planning models, and scenario analyses; ensure assumptions are grounded in robust market and customer data.
Sparks GroupNewDirector, IT Solutions Sparks GroupDirector, IT SolutionsWashington D.C., DC$120,000–$135,000 / yearThe Director, IT Solutions is a hands-on technical leadership role responsible for supporting and improving a modern hybrid IT environment while aligning technology solutions with business needs. Ideal candidates will come from smaller organizations or associations where they have worn multiple hats and owned end-to-end technical solutions.
Kastle SystemsNewVice President, Revenue Operations Kastle SystemsVice President, Revenue OperationsFalls Church, VAThe Vice President, Revenue Operations is responsible for increasing the productivity per head of each member of the sales team through comprehensive analysis of the entire sales organization - defining areas for improvement and implementing these new insights. In addition, the role oversees sales resource development, optimization, CRM administration, sales governance, sales budgeting, sales strategic planning, sales reporting, and sales data management -- all across the various sales channels.
Versa NetworksNewSr. Director of MSP/MSSP Channel Sales - Remote Versa NetworksSr. Director of MSP/MSSP Channel Sales - RemoteWashington DC, DCRemote$300,000–$360,000 / yearThis leader will bring an established network (“Rolodex”) of executive relationships across top MSPs/MSSPs and will build, mentor, and drive a team of Channel Account Executives to accelerate revenue growth through strategic partners. Team LeadershipLead, coach, and scale a team of Channel Account Executives across the U.S. Establish clear territory, partner coverage, and accountability models.
MotiveNewDirector, Product Design - Remote MotiveDirector, Product Design - RemoteWashington DC, DCRemote$187,000–$286,000 / yearA compelling online portfolio demonstrating a strong understanding of user-centered design principles, strategic thinking, leadership in driving design vision, problem-solving abilities, and the successful delivery of impactful user experiences and business outcomes. Motive serves more than 120,000 customers – from Fortune 500 enterprises to small businesses – across a wide range of industries, including transportation and logistics, construction, energy, field service, manufacturing, agriculture, food and beverage, retail, and the public sector.
Cox CommunicationsEnterprise Solutions Director - Strategic Pursuits (RapidScale) Cox CommunicationsEnterprise Solutions Director - Strategic Pursuits (RapidScale)Washington, DC$148,500–$247,500This role partners closely with strategic Account Executives / Dealmakers to shape, qualify, and win RapidScale's largest and most complex opportunities-typically involving multi-year managed services, hybrid cloud transformations, carve-outs, divestitures, and Walk-In Takeovers (WITO). Role Overview: The Solution Director - Strategic Enterprise Pursuits is the senior authority responsible for owning complex enterprise solutions as commercially viable, operationally executable, and outcome-driven business constructs.
HighLevelNewSenior Director, People Business Partner - Remote HighLevelSenior Director, People Business Partner - RemoteWashington DC, DCRemote$247,000–$315,000 / year15+ years of progressive HRBP or HR generalist experience, including significant experience partnering with senior GTM leaders in high-growth technology organizations, with exposure to globally distributed teams and hands-on experience supporting organizations across both India and the United States. You will work closely with senior leaders on organizational design, workforce planning, performance management, employee relations, change management, leadership coaching, and organizational effectiveness initiatives.
Vaco LLCNewDirector of AI Vaco LLCDirector of AIMcLean, VA$175,000–$200,000Determining 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. This leadership role will focus on developing scalable AI systems, overseeing AI engineering teams, and implementing Generative AI and automation capabilities that enhance operational efficiency and innovation.
HighLevelNewSenior Director, Internal Audit - Remote HighLevelSenior Director, Internal Audit - RemoteWashington DC, DCRemote$249,000–$316,000 / yearAct as a strategic advisor to the Audit Committee and Senior Leadership on emerging risks, major strategic initiatives (international expansion, new product launches) and the risk implications of significant business model changes. Director, Internal Audit plays a critical role in identifying, assessing and mitigating risks across the organization through creating an enterprise risk assessment and then conducting targeted internal audits based on those risks while also ensuring the company is in compliance with its policies.
PAR TechnologyNewDirector of Loyalty Strategy - Remote PAR TechnologyDirector of Loyalty Strategy - RemoteWashington DC, DCRemoteEmbracing our "Better Together" ethos, we offer Unified Customer Experience solutions, combining point-of-sale, digital ordering, loyalty and back-office software solutions as well as industry-leading hardware and drive-thru offerings. This leader will oversee a team of loyalty consultants and managed services professionals—owning the P&L, scaling operations, and evolving our model from executional support to strategic impact.
DoceboNewDirector, Enterprise Account Management - Remote DoceboDirector, Enterprise Account Management - RemoteWashington DC, DCRemoteThe Director of Enterprise Account Management at Docebo is responsible for driving the growth of existing customer accounts by leading a team of 5-8 enterprise account managers. This role focuses on increasing revenue through upselling, cross-selling, and renewals while ensuring high levels of customer satisfaction and retention.
HighLevelNewDirector, Strategic Finance (Product & Engineering) - Remote HighLevelDirector, Strategic Finance (Product & Engineering) - RemoteWashington DC, DCRemote$189,000–$277,500 / yearYou will partner directly with senior leaders across the business to help inform resource allocation, define operational and financial KPIs, own key inputs to revenue / margin modeling and most importantly, proactively identify opportunities to drive growth or improve profitability. Business Case Development: Build robust operational + financial models for major projects, including ROI, LTV/CAC and payback analysis, to help teams quantify trade-offs between driving growth + profitability / articulate compelling financial narratives.
SamsaraNewDirector, ABM & Field Marketing SamsaraDirector, ABM & Field MarketingWashington DC, DCRemoteYou want to impact the industries that run our world: Your efforts will result in real-world impact—helping to keep the lights on, get food into grocery stores, reduce emissions, and most importantly, ensure workers return home safely. Samsara (NYSE: IOT) is the pioneer of the Connected Operations™ Cloud, which is a platform that enables organizations that depend on physical operations to harness Internet of Things (IoT) data to develop actionable insights and improve their operations.
PAR TechnologyNewDirector of Software Development - Remote PAR TechnologyDirector of Software Development - RemoteWashington DC, DCRemoteEmbracing our "Better Together" ethos, we offer Unified Customer Experience solutions, combining point-of-sale, digital ordering, loyalty and back-office software solutions as well as industry-leading hardware and drive-thru offerings. Our innovative solutions and commitment to excellence provide comprehensive software and hardware that enable seamless experiences and drive growth for over 100,000 restaurants in more than 110 countries.
MotiveNewSenior Director, Mid-Market Sales & Account Management - Remote MotiveSenior Director, Mid-Market Sales & Account Management - RemoteWashington DC, DCRemoteMotive serves more than 120,000 customers – from Fortune 500 enterprises to small businesses – across a wide range of industries, including transportation and logistics, construction, energy, field service, manufacturing, agriculture, food and beverage, retail, and the public sector. Collaborate with Product, Sales, Onboarding, and Strategy leaders to identify customer needs, influence roadmap decisions, and design cohesive sales programs, incentive plans, and GTM strategies that connect across global functions for a seamless customer journey.
Pinnacle Technical ResourcesFull Stack Engineering Director Pinnacle Technical ResourcesFull Stack Engineering DirectorMcLean,, Virginia$100–$105 / hourContractorThis role uniquely combines hands-on technical leadership with strategic thinking, requiring someone who can design & deliver solutions for today while building capabilities for tomorrow’s AIdriven landscape. The specific compensation for this position will be determined by several factors, including the scope, complexity, and location of the role, as well as the cost of labor in the market; the skills, education, training, credentials, and experience of the candidate; and other conditions of employment.
SOCIETY OF INTERVENTIONAL RADIOLOGYNewDirector of Donor Engagement SOCIETY OF INTERVENTIONAL RADIOLOGYDirector of Donor EngagementFairfax, VARemote$108,000–$126,000 / yearConsult on design and production of donor communications and stewardship projects, including but not limited to email appeals, newsletter articles, stewardship reports, development-related webpages, holiday cards, birthday emails, leadership conference calls/webinars, and donor recognition at the Annual Scientific Meeting . · Strategically create and oversee budgets for individual giving programs, meticulously aligning financial plans with organizational goals to optimize fundraising outcomes.
DoceboNewEnterprise Global Account Director - Remote DoceboEnterprise Global Account Director - RemoteWashington DC, DCRemoteCollaborate Internally: Develop strong relationships with post-sales teams and coordinate internal resources, including Account Management, Marketing, Professional Services, Support, Product, and Client Success, to drive account strategy, deal closure, and customer satisfaction. Strategic Account Planning: Use extensive sales experience to provide territory and key account planning, steer prospecting efforts, and work with the Business Development team to drive net new opportunities.
Fti ConsultingNewDirector, Financial Communications - Healthcare & Life Sciences Fti ConsultingDirector, Financial Communications - Healthcare & Life SciencesWashington, DC5+ years of professional experience in investor relations, investment banking, sell-side research, capital markets, asset management, or Healthcare communications with a preference toward demonstrated experience managing multiple clients and accounts. In this role, you will build the necessary subject matter expertise and proper skillset to service and advise clients ranging from startups through Fortune 500 companies on a range of company events, milestones, and complex issues.
BlendNewDirector of Client Sales - Enterprise Accounts - Remote BlendDirector of Client Sales - Enterprise Accounts - RemoteWashington DC, DCRemoteThis leader will manage and develop a team of Client Sales Executives responsible for deepening relationships, driving cross-sell and upsell of additional Blend products, and ensuring successful renewals. This role is highly strategic and hands-on, partnering closely with Customer Success, Product, Marketing, and Executive Leadership to maximize customer lifetime value and long-term partnership.
HHSNewAssistant Director of EVS HHSAssistant Director of EVSWarrenton, VAFounded in 1975 as Hospital Housekeeping Systems, today HHS provides services including housekeeping, food, and facility management to nearly 1,000 customers across six industries. Our Diversity, Equity, and Inclusion (DEI) Team supports a work environment where individuals of all backgrounds are heard, respected, and encouraged to grow.
BlendNewDirector of Sales - New Logo - Remote BlendDirector of Sales - New Logo - RemoteWashington DC, DCRemoteOur cloud banking platform is used by Wells Fargo, U.S. Bank, and over 330 other financial services firms to acquire more customers, increase productivity, and deliver end-to-end digital experiences. The ideal candidate is a proven leader who can mentor and manage a team of Sales Executives focused on winning new logo customers.
VAST DataNewDirector of America's Partner Organization VAST DataDirector of America's Partner OrganizationWashington DC, DCWe are building the enterprise software infrastructure to capture, catalog, refine, enrich, and protect massive datasets and make them available for real-time data analysis and AI training and inference. Our success has been built through intense innovation, a customer-first mentality and a team of fearless VASTronauts who leverage their skills & experiences to make real market impact.
VAST DataNewCivilian Account Director VAST DataCivilian Account DirectorWashington DC, DCWe are building the enterprise software infrastructure to capture, catalog, refine, enrich, and protect massive datasets and make them available for real-time data analysis and AI training and inference. Designed from the ground up to make AI simple to deploy and manage, VAST takes the cost and complexity out of deploying enterprise and AI infrastructure across data center, edge, and cloud.
Discover Financial ServicesDirector, Chief of Staff - BC&P Product & Card Experience Discover Financial ServicesDirector, Chief of Staff - BC&P Product & Card ExperienceMcLean, VA$230,400–$263,000 / yearCandidates hired to work in other locations will be subject to the pay range associated with that location, and the actual annualized salary amount offered to any candidate at the time of hire will be reflected solely in the candidate’s offer letter. Demonstrated success in managing moderate-to-large horizontal projects, providing the strategic direction necessary to mature special projects before transitioning them to permanent leads, as needed.
MotiveNewRegional Director, Enterprise East - Remote MotiveRegional Director, Enterprise East - RemoteWashington DC, DCRemoteMotive serves more than 120,000 customers – from Fortune 500 enterprises to small businesses – across a wide range of industries, including transportation and logistics, construction, energy, field service, manufacturing, agriculture, food and beverage, retail, and the public sector. Motive is one of the fastest-growing software companies in the world, serving more than 120,000 businesses, across a wide range of industries including trucking and logistics, construction, oil and gas, food and beverage, field service, agriculture, passenger transit, and delivery.
VAST DataNewBusiness Development Director - AWS VAST DataBusiness Development Director - AWSWashington DC, DCPerformance & Partnership Management - Define and manage KPIs (pipeline, revenue, market expansion), oversee partnership agreements, and stay aligned with AWS’s evolving roadmap to identify new collaboration opportunities. We are building the enterprise software infrastructure to capture, catalog, refine, enrich, and protect massive datasets and make them available for real-time data analysis and AI training and inference.
VAST DataNewBusiness Development Director - Microsoft Azure VAST DataBusiness Development Director - Microsoft AzureWashington DC, DCPerformance & Partnership Management - Define and manage KPIs (pipeline, revenue, market expansion), oversee partnership agreements, and stay aligned with Azure’s evolving roadmap to identify new collaboration opportunities. We are building the enterprise software infrastructure to capture, catalog, refine, enrich, and protect massive datasets and make them available for real-time data analysis and AI training and inference.
VAST DataNewAlliances Director - AI VAST DataAlliances Director - AIWashington DC, DCThis key role will be responsible for identifying, building, and managing relationships with technology vendors, AI-focused partners, and other organizations that can help drive growth and innovation in the AI ecosystem. We are building the enterprise software infrastructure to capture, catalog, refine, enrich, and protect massive datasets and make them available for real-time data analysis and AI training and inference.
VAST DataNewDirector, GSI & OEM VAST DataDirector, GSI & OEMWashington DC, DCYou will be both a strategic visionary—crafting how VAST scales through GSIs globally—and a hands-on operator—driving programs, field alignment, and measurable revenue impact. We are building the enterprise software infrastructure to capture, catalog, refine, enrich, and protect massive datasets and make them available for real-time data analysis and AI training and inference.
VAST DataNewBusiness Development Director - Oracle Cloud Infrastructure VAST DataBusiness Development Director - Oracle Cloud InfrastructureWashington DC, DCPerformance & Partnership Management - Define and manage KPIs (pipeline, revenue, market expansion), oversee partnership agreements, and stay aligned with OCI’s evolving roadmap to identify new collaboration opportunities. We are building the enterprise software infrastructure to capture, catalog, refine, enrich, and protect massive datasets and make them available for real-time data analysis and AI training and inference.