AI Governance Lead Yantran LLCAI Governance LeadWarren, NJday to day driver of an enterprise AI governance implementation programme, co leading delivery with the client s Privacy and Security leadership. *** represents the connected world, offering innovative and customer-centric information technology experiences, enabling Enterprises, Associates, and Society to Rise.
Cloud Security Architect (AI) ApolisCloud Security Architect (AI)New York, NY$60 / hourThe AI Security Team is responsible for establishing secure-by-design principles for AI and Agentic AI systems, ensuring appropriate controls, governance, monitoring, and regulatory alignment across platforms such as ChatGPT Enterprise, AWS Bedrock, Databricks, and other enterprise AI services. The role will serve as a hands-on technical contributor responsible for defining, implementing, and validating security controls and solutions that protect AI and data development, deployment, and usage across the enterprise.
Machine Learning / AI Contractor: 10+ years (Expert) ApolisMachine Learning / AI Contractor: 10+ years (Expert)New York, NYRemote$72–$75 / hourTool & System Integration: Architect the "connective tissue" between our AI agents and live enterprise infrastructure (e.g., Oracle database Google Workspace, Jira, Salesforce, BigQuery) using Model Context Protocol (MCP) servers and custom APIs and Oracle Database MCP server. • Complex Workflow Automation: Develop long-running agents capable of managing multi-day, multi-step workflows, utilizing complex reasoning patterns (e.g., ReAct, hierarchical delegation, self-reflection).
Founding Enterprise AE | AI Procurement Platform | $200K-$300K OTE Bundoran GroupFounding Enterprise AE | AI Procurement Platform | $200K-$300K OTENew York, NY$100,000–$150,000 / yearYou'll work directly with CFOs, procurement leaders, finance executives, and operational stakeholders to help organizations modernize how they purchase and manage technology. Success comes from understanding executive priorities, building consensus across stakeholders, and helping organizations solve real operational challenges.
Enterprise Account Executive – High-Growth AI Platform for CX Automation Bundoran GroupEnterprise Account Executive – High-Growth AI Platform for CX AutomationNew York, NY$100,000–$160,000 / yearWe are hiring a small group of Enterprise Account Executives to lead high-impact deals, influence the sales playbook, and grow with a team that values speed, autonomy, and sharp execution. If you are someone who thrives in early-stage chaos, can speak the language of technical buyers, and wants to be in the room where the future of enterprise AI is being built — read on.
Founding Enterprise Account Executive | Frontier AI Category Creator | $400K OTE + Equity Bundoran GroupFounding Enterprise Account Executive | Frontier AI Category Creator | $400K OTE + EquityNew York, NY$150,000–$200,000 / yearFor the right enterprise seller, this is more than a quota-carrying role—it is an opportunity to help establish a category, work alongside exceptional operators, and participate in building a company at the forefront of one of the most important technological shifts of our generation. Using frontier AI, they have created a platform capable of simulating human populations, enabling some of the world's largest organizations to pressure-test critical business decisions before investing millions of dollars in execution.
Senior Mid-Market Account Executive | AI Platform Transforming How Companies Work | $300K OTE + Equity Bundoran GroupSenior Mid-Market Account Executive | AI Platform Transforming How Companies Work | $300K OTE + EquityNew York, NY$120,000–$150,000 / yearFor a high-performing Mid-Market seller who enjoys executive conversations, thrives in a high-velocity environment, and wants to build a career around one of the most important technology shifts of the next decade, this represents an exceptional opportunity to make an impact while accelerating your own growth. Their AI-native platform enables companies to deploy, manage, and scale AI-powered workflows across departments while integrating seamlessly with leading large language models and existing business systems.
Enterprise Account Executive, AI Bundoran GroupEnterprise Account Executive, AINew York, NY$150,000–$170,000 / yearTheir platform is already replacing parts of the traditional call center and live chat stack, with customers seeing measurable ROI in weeks, not years. Right now, a well-funded AI company is expanding its US team after proving early traction with large retailers and consumer brands.
SAP ABAP AI MSITEK LLCSAP ABAP AIPrinceton, NJAs a Technical Project Manager , you will drive the delivery and enablement of strategic ABAP AI initiatives while ensuring seamless coordination across engineering teams, partners, and external workforce. You will work closely with engineering, AI innovation teams, and cross-functional stakeholders to drive the successful delivery and adoption of ABAP AI initiatives.
Sr. Techno-Functional SME Pharmacovigilance, Data & AI PozentSr. Techno-Functional SME Pharmacovigilance, Data & AIRaritan, NJWe are seeking a highly experienced Senior Techno-Functional Subject Matter Expert (SME) with deep expertise in Pharmacovigilance (PV), Drug Safety, and Risk Management, combined with strong knowledge of Data, Analytics, Artificial Intelligence, and modern digital technologies. The ideal candidate will possess a unique blend of domain expertise, business process knowledge, data strategy, and technical leadership to help design and implement next-generation PV solutions for global life sciences organizations.
Distinguished AI Engineer Charlie HealthDistinguished AI EngineerNew York, NY$350,000–$600,000 / yearFull timeThe next generation of behavioral health will be built on agentic AI — systems that don't just predict or summarize, but act: scheduling, coordinating care, drafting clinical documentation, surfacing risk, and orchestrating the hundreds of micro-decisions that today consume clinician and operator time. We are investing in a multi-agent architecture grounded in a real-time clinical signal graph, governed by HIPAA-native infrastructure, and deployed against measurable patient outcomes in a national virtual IOP.
AI Process Architect The Custom Group of CompaniesAI Process ArchitectParsippany, NJPerformance Evaluation & Change Management: Define success metrics for newly implemented AI workflows, monitoring user adoption, mitigating workflow bottlenecks, and ensuring the AI solution actually solves the intended business problem. AI Solution Design: Architect the "future state "of automated workflows, mapping out conceptual AI agent interactions, human-in-the-loop touchpoints, and data flows to guide the engineering team.
NewPlatform Engineer - AI & Automation Acunor IncPlatform Engineer - AI & AutomationNULL, NJRemote$75–$80Job Title: Platform Engineer AI & Automation Platform Location: Remote (USA ) Duration: Long-Term Contract Job Summary We are looking for an experienced Platform Engineer with expertise in cloud platforms, DevOps, automation, Microsoft technologies, and AI-enabled engineering. This role focuses on building and supporting enterprise platform capabilities that improve developer productivity, automate deployments, strengthen security, and enable AI-powered development using Microsoft Copilot and Azure AI technologies.
Specialist Account Executive, AI & Data driven Agentic Transformation Salesforce IncSpecialist Account Executive, AI & Data driven Agentic TransformationNY$99,500–$247,800 / yearYou will operate as a trusted advisor, guiding customers through complex, multi-cloud solutions and demonstrating how Salesforce delivers measurable business value through AI-powered outcomes. We are seeking a driven, technically fluent sales professional with experience selling complex, multi-product SaaS solutions and a strong understanding of AI and data-driven technologies.
Lead Software Engineer - Core AI Zeta Global CorpLead Software Engineer - Core AINY$200,000–$215,000 / yearAs a Lead Software Engineer on our AI Platform Team, you will drive the design and development of the next generation of agentic, reliable, and scalable GenAI platforms supporting state-of-the-art large language models, evaluation systems, and secure developer tooling. Zeta Global (NYSE: ZETA) is the AI-Powered Marketing Cloud that leverages advanced artificial intelligence (AI) and trillions of consumer signals to make it easier for marketers to acquire, grow, and retain customers more efficiently.
Vice President, Product Management - Agentic AI Publicis Groupe SAVice President, Product Management - Agentic AINew York, NY$164,500–$351,000 / yearThis is a critical role at the intersection of AI and the future of marketing - an opportunity to shape how the world's largest brands harness AI to evolve planning, execution, measurement, and optimization of marketing campaigns spanning owned and paid advertising channels in an increasingly autonomous era. As VP of Product Management - Agentic AI, you will own the vision, strategy, roadmap, and commercialization of AI agents and agentic worfklows that deliver measureable outcomes for marketers, agencies, and publishers, ultimately translating to commercial value for Epsilon.
AI Engineering, Vice President (New York, New Jersey, Toronto) The Goldman Sachs Group IncAI Engineering, Vice President (New York, New Jersey, Toronto)New York, NY$115,000–$180,000 / yearJoin our engineering teams that build massively scalable software and systems, architect low latency infrastructure solutions, proactively guard against cyber threats, and leverage machine learning alongside financial engineering to continuously turn data into action. We''re committed to fostering and advancing diversity and inclusion in our own workplace and beyond by ensuring every individual within our firm has a number of opportunities to grow professionally and personally, from our training and development opportunities and firmwide networks to benefits, wellness and personal finance offerings and mindfulness programs.
Quantitative AI Strategist DRW Holdings LLCQuantitative AI StrategistNY$175,000–$250,000 / yearPrototype and validate quantitative workflows end-to-end - from data retrieval and signal construction through to strategy evaluation, PnL simulation, testing, and risk/scenario analysis - while defining how the AI should interact with data sources, analytics libraries, desk-specific tools, etc., and work with engineers to deliver them as production platform capabilities. Your job is to make it indispensable - by working directly with trading desks to understand their workflows, building the quantitative and AI capabilities they need to generate better ideas and make better decisions, and partnering with software engineers to deliver them at production quality.
Solution Engineer - Cloud & AI Infrastructure Microsoft CorpSolution Engineer - Cloud & AI InfrastructureNY$106,400–$203,600 / yearRequired Qualifications: 5+ years technical pre-sales or technical consulting experience OR equivalent experience OR Bachelors Degree in Computer Science, Information Technology, or related field AND 4+ years technical pre-sales or technical consulting experience OR Masters Degree in Computer Science, Information Technology, or related field AND 3+ years technical pre-sales or technical consulting experience. Build trusted advisor relationship with customers' technical decision makers and use proactive effort to find and understand customers' pain points and work together with customers to co-develop secure & resilient solution architecture for production scale delivery using Cloud Adoption Framework (CAF) best practices including Unified Support and Cloud Migration Factory (CMF) offer for every opportunity.
Digital Experience & AI Enablement Partner World Economic Forum SwitzerlandDigital Experience & AI Enablement PartnerNY$120,000–$140,000 / yearThis position will lead the adoption and effective use of the Forum's core digital and AI-enabled products across internal teams and external users, while continuously identifying opportunities to streamline workflows through practical automation. The Digital Experience & AI Enablement Partner will report to the Head of Digital Success & Support in Geneva and will work closely with the Intelligent Workplace Product Team and internal stakeholders across the New York and San Francisco offices.
Client Success Specialist- AI The Circana GroupClient Success Specialist- AINY$90,000–$100,000 / yearThis role bridges product support, user experience, and development by investigating issues, coordinating resolutions, coaching commercial teams, and managing communication between users, client service teams, and product development. An employee's position within the salary range will be based on several factors including, but not limited to, relevant education, qualifications, certifications, experience, skills, seniority, geographic location, performance, shift, travel requirements, sales or revenue-based metrics, any collective bargaining agreements, and business or organizational needs.
Staff AI Agent Engineer - Moveworks | Implementations & Partner Success ServiceNow IncStaff AI Agent Engineer - Moveworks | Implementations & Partner SuccessNew York, NY$137,700–$241,000 / yearAs a AI Agent Engineer (AIAE), specializing in strategic implementations and partnership initiatives at Moveworks, you'll be responsible for ensuring a successful technical delivery of the Moveworks platform for new customers and initiatives, working alongside Implementation Managers and the broader Partner ecosystem to understand customer requirements, perform discovery, and drive all technical aspects around our post-sales engagements. Experience designing, building, and launching full-stack workflows and automations leveraging REST APIs, iPaaS tools (Workato, Azure Functions, AWS Lambdas, ServiceNow Flow Designer), or scripting languages (Python, JavaScript, Golang).
Senior Software Engineer - AI Enablement Mercury Technologies IncSenior Software Engineer - AI EnablementNew York, NY$166,600–$218,700 / yearShape and maintain structured context artifacts-clean, reliable, agent-consumable-so LLMs working in Mercury''s systems can reason accurately about our domain. Has hands-on experience building LLM-powered systems-RAG pipelines, agents, eval frameworks-and has shipped at least one of these to production.
NewPrincipal Java Microservices Architect - AI & Agentic Platforms Publicis Groupe SAPrincipal Java Microservices Architect - AI & Agentic PlatformsNew York, NY$165,000–$205,000 / yearResponsibilities Hands-on and possesses deep expertise in: Enterprise Java microservices architecture, Agentic AI systems & tool-calling backend frameworks, AI orchestration frameworks, Cloud-native distributed architectures, Enterprise automation platforms, and High-throughput backend system engineering. This role requires strong experience with: Java 17+/21+ and Spring Boot Google GCP and AI ecosystem, Agent Development Kit (ADK) & Model Context Protocol (MCP), Modern AI application microservices architectures.
AI Automation & Engineering Intern VizorAI Automation & Engineering InternBrooklyn, NY$20Research practical automation technologies including robotic arms, sensors, machine vision systems, label applicators, and compact conveyor solutions. Help develop workflows connecting inventory management, shipping systems, barcode scanning, and robotic hardware.
NewVice President, Product - AI Center of Excellence Dynamic YieldVice President, Product - AI Center of ExcellenceNew York, NY$245,000–$391,000 / yearAll activities involving access to Mastercard assets, information, and networks comes with an inherent risk to the organization and, therefore, it is expected that every person working for, or on behalf of, Mastercard is responsible for information security and must: Abide by Mastercard's security policies and practices; Ensure the confidentiality and integrity of the information being accessed; Report any suspected information security violation or breach, and. We are seeking a Vice President, AI Product Management to lead product strategy and execution for the company's enterprise AI platform capabilities, including the Agent Factory control plane, agent development lifecycle, LLM enablement, evaluation frameworks, and governed AI build patterns.
NewAI Solutions Engineer CFC- Chatham Financial CorporationAI Solutions EngineerNew York, NY$200,000–$275,000 / yearSolution Design & Architecture – Architect custom AI solutions including workflow automation, data extraction, intelligent reporting, and AI agents; evaluate when to use LLMs versus traditional ML or rule‑based approaches; design systems that integrate with existing client infrastructure. This AI Solutions Engineer role focuses on designing, building, and deploying custom AI solutions that enhance high‑value business workflows across private equity, real estate, and capital markets.
Generative AI Engineer IPolarityGenerative AI EngineerWhippany, New JerseyIPolarity LLC integrates expert industry knowledge, process and technology frameworks, strong partnerships, and a reliable work force to provide strategic solutions that generate sustainable results. We provide our clients in key industry verticals with focused expertise in IT Solution, Application Development, Application Maintenance, Testing services and Systems Integration.
Applied AI Engineer RampApplied AI EngineerNew York City, New YorkYou will work on exciting projects such as AI Agents, Retrieval-Augmented Generation, Structured Extraction (we made https://github.com/1rgs/jsonformer ), internal tooling for customer-facing teams, fine-tuning models, and build infrastructure for LLM inference. We automate how over $200B in annualized spend flows in and out of 70,000+ companies: authorizing payments, flagging risk, categorizing spend, and closing books.
Software Engineer - AI BrelliumSoftware Engineer - AINew York City, New YorkWe’ve built AI-powered technology that helps healthcare providers deliver safer, higher-quality care - starting with the first real-time medical review platform built to fix clinical and compliance risks before they impact patients. Brellium is building the AI-powered platform that helps providers deliver safer, more consistent care by mitigating risk early and aligning patient visits with clinical best practices.
VP Applications Data & AI Services For The Underserved, Inc.VP Applications Data & AINew York, New YorkFull timeThis role is the organizational authority on the Microsoft Fabric, AI agents, Microsoft Power Platform, process automation, and the full analytics and reporting ecosystem that enables S:US leadership and program staff to make data-informed decisions at scale. Reporting to the CIO, the VP will lead a team of engineers, data professionals, and automation specialists, serving as both a hands-on architect and a strategic partner to Operations, Finance, HR, Clinical Services, and Housing program leadership.
AI Forward Deployed Engineer ArloAI Forward Deployed EngineerNew York City, New YorkPrototypes or demos do not measure success in this role; it’s measured by operational leverage: faster workflows, fewer manual processes, lower costs, and teams that can scale far more efficiently because of the systems you deployed. At most insurance companies, teams such as underwriting, claims, premium finance, member support, care navigation, and sales operations each rely on extensive ecosystems of external vendors and legacy SaaS tools.
Applied AI Designer Thread AIApplied AI DesignerNew York, New YorkHeadquartered in New York, our growing team is a group of AI, product, and engineering experts, who have a track record of creating and executing against complex workflows and infrastructure. You will be responsible for creating innovative, intuitive, and user-centered experiences that make complex and powerful AI workflows simple and accessible to profiles across the technical spectrum.
Applied AI Strategist Thread AIApplied AI StrategistNew York, New YorkThis role requires a curious and analytical approach, a sharp intuition for value-oriented agentic workflows, and a strong degree of user empathy to ultimately empower our customers to build better. Headquartered in New York, our growing team is a group of AI, product, and engineering experts, who have a track record of creating and executing against complex workflows and infrastructure.
Principal Privacy Product Manager, Health AI Microsoft CorpPrincipal Privacy Product Manager, Health AINew York, NY$142,800–$274,800 / yearThere is a different range applicable to specific work locations, within the San Francisco Bay area and New York City metropolitan area, and the base pay range for this role in those locations is USD $188,000 - $304,200 per year. Be the privacy partner to health engineering, product, and clinical stakeholders, guiding privacy decisions across the end-to-end product experience, including feature design, user flows, defaults, and sensitive data use.
Supply Chain AI Solutions Engineer 1 Teva Pharmaceutical Industries LtdSupply Chain AI Solutions Engineer 1Parsippany, NJAdditional benefits include, but are not limited to, Employee Assistance Program, Employee Stock Purchase Plan, Tuition Assistance, Flexible Spending Accounts, Health Savings Account, Life Style Spending Account, Volunteer Time Off, Paid Parental Leave, if eligible, Family Building Benefits, Virtual Physical Therapy, Accident, Critical Illness and Hospital Indemnity Insurances, Identity Theft Protection, Legal Plan, Voluntary Life Insurance and Long Term Disability and more. This role is expected to work very closely with Supply Chain Analytics, Planning teams, and IT to accelerate the operationalization of advanced analytical, AI-driven, and agent-based capabilities across end-to-end Supply Chain processes.
Principal Solution Architect, AI Agents Wolters Kluwer N.V.Principal Solution Architect, AI AgentsNJ$146,900–$262,400 / yearIn addition to creating proof-of-concepts to demonstrate best practices and accelerate adoption, you'll play a key role in driving the evolution of the GenAI platform by identifying gaps, proposing enhancements, and collaborating with platform engineering teams to deliver new capabilities. Help product engineering teams design and implement scalable AI solutions that leverage WKs GenAI platform to drive impact in healthcare, legal, tax, and compliance industries.
AI Governance Capgemini SEAI GovernanceBrooklyn, NY$103,330–$128,656 / yearThe disclosed range takes into account the wide range of factors that are considered in making compensation decisions including, but not limited to, geographic location, relevant education, qualifications, certifications, experience, skills, seniority, performance, sales or revenue-based metrics, and business or organizational needs. Important Notice: Compensation (including bonuses, commissions, or other forms of incentive pay) is not considered earned, vested, or payable until it becomes due under the terms of applicable plans or agreements and is subject to Capgemini's discretion, consistent with applicable laws.
AI Architect, Finance ZipHQ IncAI Architect, FinanceNew York City, NY$130,000–$150,000 / yearAs an AI Architect, Finance, you will work directly with enterprise customers to design, deploy, and optimize AI agents across the full AP cycle: invoice inbox, PO and invoice coding, three-way matching, approval workflows, invoice processing, disbursements, payments, and wallet management. Design and Build AP AI Agents: Collaborate with customers to understand their AP and P2P workflows and configure agents that handle invoice intake, GL coding, three-way matching, exception routing, and payment approvals.
Lead AI Engineer, Data Solutions Salesforce IncLead AI Engineer, Data SolutionsNY$172,500–$260,100 / yearThis role focuses on developing intelligent decisioning systems and building an agent flywheel-a system of feedback loops that continuously evaluate, optimize, and improve agent performance over time. The world of work as we know it is changing and we're looking for Trailblazers who are passionate about bettering business and the world through AI, driving innovation, and keeping Salesforce's core values at the heart of it all.
Principal or Senior Principal Anthropic AI Solutions East Region Slalom IncPrincipal or Senior Principal Anthropic AI Solutions East RegionNYRemote$157,000–$216,000 / yearLead the design and delivery of enterprise AI solutions using Anthropic technologies, including large language model integrations, agentic workflows, and retrieval-augmented generation pipelines, to drive measurable client outcomes. You spend roughly 40% of your time delivering: architecting Claude-based solutions, leading technical engagements, and acting as the SME on model usage, MCP integrations, agentic workflows, and enterprise deployment patterns.
Senior Manager, AI Solutions Architect Salesforce IncSenior Manager, AI Solutions ArchitectNY$172,500–$260,100 / yearOwn agent identity and session design - author and maintain agent context files (identity files, session startup protocols, memory structures, and skill definitions) that govern how agents behave consistently across sessions, users, and evolving workflows. LLM context file design as a craft - knows how to write durable agent context (identity, memory, startup protocols, skill definitions) that holds up across sessions - not one-off prompts, but role-level design.
AI Forward Deployed Engineer Railway Health IncAI Forward Deployed EngineerNew York City, NY$180,000–$225,000 / yearPrototypes or demos do not measure success in this role; it's measured by operational leverage: faster workflows, fewer manual processes, lower costs, and teams that can scale far more efficiently because of the systems you deployed. At most insurance companies, teams such as underwriting, claims, premium finance, member support, care navigation, and sales operations each rely on extensive ecosystems of external vendors and legacy SaaS tools.
Principal AI Engineer Salesforce IncPrincipal AI EngineerNY$172,500–$313,700 / yearYou'll build and maintain the core infrastructure, CI/CD pipelines, and platform services that underpin our machine learning initiatives and go further in designing the harnesses, sandboxes, and evaluation frameworks that let AI agents be developed, tested, and trusted in production. Implement evaluation frameworks for agent behavior using a combination of vendor, open source or in house built tools - covering task success, tool selection accuracy, trajectory evaluation, hallucination rates, latency, and cost.
Solution Engineer - AI Business Process Microsoft CorpSolution Engineer - AI Business ProcessNY$85,100–$169,800 / yearYoull collaborate closely with engineering leaders and platform teams to accelerate Dynamics 365, Power Platform, and AI through hands-on engagements like Proof of Concepts (PoC), hackathons, and architecture workshops. There is a different range applicable to specific work locations, within the San Francisco Bay area and New York City metropolitan area, and the base pay range for this role in those locations is USD $112,000 - $185,300 per year.
NewForward Deployment Engineer AI Agentic Engineer CT & TX IPolarityForward Deployment Engineer AI Agentic Engineer CT & TXWhippany, New JerseyIPolarity LLC integrates expert industry knowledge, process and technology frameworks, strong partnerships, and a reliable work force to provide strategic solutions that generate sustainable results. We are looking for a hands-on Forward Deployment Engineer who can build and ship production-grade AI agents and automation solutions using an AI-native development approach.
Software Engineer, AI Agents NxT LevelSoftware Engineer, AI AgentsNew York, NYRemote$180,000–$320,000 / yearYou’ll work on AI features that directly power customer workflows—especially around analytics and data questions—and you’ll partner closely with product to translate ambiguity into elegant systems. Their AI agents are reimagining marketing workflows—helping teams create content, plan campaigns, and execute strategies with significantly higher velocity and performance.
AI, Analytics & RPA Intake Lead Mizuho Americas Services LLCAI, Analytics & RPA Intake LeadNew York, NYFull timeRequired Experience: 8+ years of experience in demand intake management, project management, or stakeholder management within a financial services or technology-driven environment. The Demand Intake Manager will work closely with stakeholders across Mizuho to assess, prioritize, and align business needs with strategic AI, analytics, and RPA initiatives.
Director, AI Engineering and Enablement Bristol-Myers Squibb CoDirector, AI Engineering and EnablementPrinceton, NJ$193,040–$233,913 / yearBased on eligibility*, additional time off for employees may include unlimited paid sick time, up to 2 paid volunteer days per year, summer hours flexibility, leaves of absence for medical, personal, parental, caregiver, bereavement, and military needs and an annual Global Shutdown between Christmas and New Years Day. Each of us is empowered to apply our individual talents and unique perspectives in a supportive culture, promoting global participation in clinical trials, while our shared values of passion, innovation, urgency, accountability, inclusion and integrity bring out the highest potential of each of our colleagues.
Senior AI Engineer, Agentic Systems & Runtime Architecture Voya Financial IncSenior AI Engineer, Agentic Systems & Runtime ArchitectureNY$160,000–$174,000 / yearYou'll own "runtime architecture" decisions (orchestration/routing, retrieval strategy, model serving patterns, and runtime controls) and help evolve our capabilities toward more sophisticated agentic design: planner/supervisor orchestration, advanced retrieval + reranking, evaluation gates (AgentOps), agentic security, and end-to-end observability. Architect and build multi-agent workflows (planner/supervisor + specialist agents) with explicit state management and routing, and interoperability via emerging agent protocols (MCP for tool integration, A2A for agent-to-agent delegation) designed for non-deterministic behavior and real operational constraints.