Principal Product Acceleration Specialist Jobs

Secure Every Identity, from AI to Human Identity is the key to unlocking the potential of AI. Okta secures AI by building the trusted, neutral infrastructure that enables organizations to safely embrace this new era. This work requires a relentless drive to solve complex challenges with real-world stakes. We are looking for builders and owners who operate with speed and urgency and execute with excellence. This is an opportunity to do career-defining work. We're all in on this mission. If you are too, let's talk. Job Overview: We are looking for a Senior Engineer to join the FGA DevEx team and help evolve our end to end developer experience across both OSS and SaaS. This team owns the SDKs in Go, JavaScript, .NET, Python, Java and other languages, along with CLI workflows, IDE integrations, GitHub automation, developer documentation, and release strategy. All development is done in the open as open source, and we actively welcome and review community contributions. Our guiding principle is One developer experience, many deployment models. As a Senior Engineer, you will take ownership of significant portions of the SDK and tooling ecosystem, ensure high quality implementations across languages, and contribute to a consistent and reliable developer experience. Responsibilities: Maintain and enhance existing SDKs for FGA DevEx in Go, JavaScript, .NET, Python, and Java, leveraging our SDK generator framework. Customize and refine SDK templates and wrappers to ensure consistency across languages and support configuration overrides such as store ID, authorization model ID, headers, and parallelization limits. Implement and improve core SDK features including client credentials authentication flows, robust error mapping, retry logic with jitter, and rate limiting safeguards. Implement advanced capabilities such as BatchCheck, ListRelations, and non transactional write operations with appropriate parallelization and performance considerations. Contribute to the SDK generato

SOBRE A CAPCO: A Capco é uma consultoria global de tecnologia e negócios, focada no setor de serviços financeiros e energia, somos apaixonados por ajudar nossos clientes, temos 32 escritórios nas Américas, Europa e Ásia-Pacífico! Se criatividade e inovação são sua paixão, a Capco é ideal para você. Vamos te apoiar e ajudar a acelerar sua carreira! Estamos recrutando profissionais para vagas em Energia, direcionado ao ramo de óleo e gás. FORMAÇÃO: Engenharia ou Arquitetura com pós-graduação em Engenharia de Segurança do Trabalho com registro ativo no órgão de classe. EXPERIÊNCIA: Experiência significativa após formação em engenharia de segurança do trabalho, atuando na área de segurança do trabalho em empresas do setor de óleo e gás, com experiência comprovada em vigilância sanitária. (evidência em CTPS) PRINCIPAIS ATIVIDADES: Serviços especializados de segurança ocupacional e operacional; Serviços técnicos especializados de atendimentos a requisitos de SMS; Serviços técnicos especializados de gestão e execução de programas de treinamento de segurança do trabalho; Serviços especializados de assessorias técnicas, avaliações, auditorias, e inspeções de segurança em instalações terrestres e marítimas; Serviços especializados no apoio à Gestão de Contratação de Fornecedores; Serviços especializados na Gestão de anomalias de segurança; Serviços especializados de Gestão de indicadores de desempenho em SMS. *Serviços especializados de gestão de contingências; Serviços de Análise Críticas em acidentes e incidentes. Auditorias de Vigilância Sanitária. JORNADA DE TRABALHO Híbrido - Possibilidade de embarques eventuais (Auditoria em embarcações) 5 (cinco) x por semana 44 (quarenta e quatro) horas semanais Diurno POR QUE CAPCO: Juntar-se à Capco significa ingressar em uma organização comprometida com um ambiente de trabalho inclusivo onde você é incentivado a #BeYourselfAtWork (Ser Você Mesmo no Trabalho). Celebramos a

About Decagon Decagon is the leading conversational AI platform empowering every brand to deliver concierge customer experiences. Our technology enables industry-defining enterprises like Avis Budget Group, Block’s Cash App and Square, Chime, Oura Health, and Hunter Douglas to deploy AI agents that power personalized, deeply satisfying interactions across voice, chat, email, SMS, and every other channel. We’re building a future where customer experiences are being redefined from support tickets and hold music to faster resolutions, richer conversations, and deeper relationships. We’re proud to be backed by world-class investors who share that vision, including a16z, Accel, Bain Capital Ventures, Coatue, and Index Ventures, along with many others. We’re an in-office company, driven by a shared commitment to excellence and velocity. Our values — Just Get It Done, Invent What Customers Want, Winner’s Mindset, and The Polymath Principle — shape how we work and grow as a team. About the team Decagon’s Revenue Operations team is a multidisciplinary group of operators combining strategic thinking, analytical rigor, and high-velocity execution. Covering GTM-wide strategy, operations and analytics, we are proactive, data-driven partners to leadership – providing critical insights, driving operational efficiency and getting things done. In this role, you will Oversee the management and evolution of our marketing tech stack (Hubspot, Default, ZoomInfo, LinkedIn Sales Navigator, etc.) and ensure systems are effectively integrated and utilized to support GTM Manage and optimize HubSpot to identify, score, track, and attribute leads. Ensure accurate data capture and reporting across campaigns Analyze success of marketing channels and campaigns to determine Marketing ROI and inform future resource allocation decisions Own marketing performance reporting, building a clear and reliable view of funnel performance and pipeline Define and uphold data governance, segmentation, and datab

About Decagon Decagon is the leading conversational AI platform empowering every brand to deliver concierge customer experiences. Our technology enables industry-defining enterprises like Avis Budget Group, Block’s Cash App and Square, Chime, Oura Health, and Hunter Douglas to deploy AI agents that power personalized, deeply satisfying interactions across voice, chat, email, SMS, and every other channel. We’re building a future where customer experiences are being redefined from support tickets and hold music to faster resolutions, richer conversations, and deeper relationships. We’re proud to be backed by world-class investors who share that vision, including a16z, Accel, Bain Capital Ventures, Coatue, and Index Ventures, along with many others. We’re an in-office company, driven by a shared commitment to excellence and velocity. Our values — Just Get It Done, Invent What Customers Want, Winner’s Mindset, and The Polymath Principle — shape how we work and grow as a team. About the Team Decagon’s Revenue Operations team is a multidisciplinary group of operators combining strategic thinking, analytical rigor, and high-velocity execution. Covering GTM-wide strategy, operations and analytics, we are proactive, data-driven partners to leadership – providing critical insights, driving operational efficiency and getting things done. About the Role This is a dynamic, wide-ranging role to join our team shaping Decagon’s go-to-market strategy and driving execution. Owning a broad platform, you will lead strategic, GTM-wide initiatives and be a trusted day-to-day partner to senior business leaders. You will manage GTM forecasts & KPIs, optimize business performance & efficiency, stand up new processes and execute high-leverage operations with field teams. This is a high-impact, high-agency position to shape the trajectory of a category-defining AI company. In this role, you will Play a leading role in the design and execution of GTM objectives & strategies, includ

About Decagon Decagon is the leading conversational AI platform empowering every brand to deliver concierge customer experiences. Our technology enables industry-defining enterprises like Avis Budget Group, Block’s Cash App and Square, Chime, Oura Health, and Hunter Douglas to deploy AI agents that power personalized, deeply satisfying interactions across voice, chat, email, SMS, and every other channel. We’re building a future where customer experiences are being redefined from support tickets and hold music to faster resolutions, richer conversations, and deeper relationships. We’re proud to be backed by world-class investors who share that vision, including a16z, Accel, Bain Capital Ventures, Coatue, and Index Ventures, along with many others. We’re an in-office company, driven by a shared commitment to excellence and velocity. Our values — Just Get It Done, Invent What Customers Want, Winner’s Mindset, and The Polymath Principle — shape how we work and grow as a team. About The Team Decagon’s GTM Productivity team is laser-focused on building a truly elite, world-class revenue engine as a core differentiator for the business. At the individual level, we believe in unlocking the full potential of every seller and field team member — enabling them to do their best work and win at the highest level. At the organizational level, success means turning strategy into consistent, repeatable execution — driving faster ramp, higher productivity per rep, and exceeding global revenue targets with greater efficiency. About The Role Decagon is looking for a GTM Enablement Manager — a founding member of our GTM Productivity team — to help build and scale the programs that power our revenue engine. You’ll operate at the center of how we ramp talent, drive field productivity, and scale GTM execution — designing and operationalizing high-impact programs in close partnership with stakeholders across the business. This is a highly visible, high-ownership role with direct impact on

About Decagon Decagon is the leading conversational AI platform empowering every brand to deliver concierge customer experiences. Our technology enables industry-defining enterprises like Avis Budget Group, Block’s Cash App and Square, Chime, Oura Health, and Hunter Douglas to deploy AI agents that power personalized, deeply satisfying interactions across voice, chat, email, SMS, and every other channel. We’re building a future where customer experiences are being redefined from support tickets and hold music to faster resolutions, richer conversations, and deeper relationships. We’re proud to be backed by world-class investors who share that vision, including a16z, Accel, Bain Capital Ventures, Coatue, and Index Ventures, along with many others. We’re an in-office company, driven by a shared commitment to excellence and velocity. Our values — Just Get It Done, Invent What Customers Want, Winner’s Mindset, and The Polymath Principle — shape how we work and grow as a team. About the role Decagon is scaling fast, and we're building the finance function to match. As one of our first finance hires, you'll sit at the center of our most critical decisions — owning planning, stress-testing bets, and partnering directly with our co-founders and leadership team to allocate capital against our biggest opportunities. This isn't a reporting role. You'll shape how we think, not just track how we did. This is an in office role in our SF Headquarters. In this role, you will Own our quarterly and annual planning cycle end-to-end, guiding overall company strategy, resource allocation, and decision-making Build and own our financial model and unit economics framework Partner cross-functionally with executives across key functions to ideate, support, and drive strategic initiatives Drive accountability across the business by defining financial and operational KPIs, building dashboards, and identifying the right levers to accelerate growth and efficiency Monitor key performance indicat

About Decagon Decagon is the leading conversational AI platform empowering every brand to deliver concierge customer experiences. Our technology enables industry-defining enterprises like Avis Budget Group, Block’s Cash App and Square, Chime, Oura Health, and Hunter Douglas to deploy AI agents that power personalized, deeply satisfying interactions across voice, chat, email, SMS, and every other channel. We’re building a future where customer experiences are being redefined from support tickets and hold music to faster resolutions, richer conversations, and deeper relationships. We’re proud to be backed by world-class investors who share that vision, including a16z, Accel, Bain Capital Ventures, Coatue, and Index Ventures, along with many others. We’re an in-office company, driven by a shared commitment to excellence and velocity. Our values — Just Get It Done, Invent What Customers Want, Winner’s Mindset, and The Polymath Principle — shape how we work and grow as a team. About the Role Decagon is looking for someone to join the Business Operations & Strategy team to lead commercial and pricing strategy. The Business Operations & Strategy team sits within the Founder’s Office, a team of high-agency generalists and ex-founders with extremely high leverage and own things like partnerships, business development, pricing strategy, AI transformation, data/analytics, growth, etc. Your primary goal will be to accelerate and streamline our enterprise go-to-market motion - working closely with our GTM team to close deals. Initiatives will range from developing pricing & packaging strategy, to building internal deal and pricing processes, to proposal creation and negotiation across our enterprise customer base. This is an exciting role blending strategic thinking and high-caliber execution. We are looking for highly-motivated problem solvers who combine analytical rigor with world-class relationship building skills. In this role, you will Work to develop and refin

About Decagon Decagon is the leading conversational AI platform empowering every brand to deliver concierge customer experiences. Our technology enables industry-defining enterprises like Avis Budget Group, Block’s Cash App and Square, Chime, Oura Health, and Hunter Douglas to deploy AI agents that power personalized, deeply satisfying interactions across voice, chat, email, SMS, and every other channel. We’re building a future where customer experiences are being redefined from support tickets and hold music to faster resolutions, richer conversations, and deeper relationships. We’re proud to be backed by world-class investors who share that vision, including a16z, Accel, Bain Capital Ventures, Coatue, and Index Ventures, along with many others. We’re an in-office company, driven by a shared commitment to excellence and velocity. Our values — Just Get It Done, Invent What Customers Want, Winner’s Mindset, and The Polymath Principle — shape how we work and grow as a team. About the Team The Agent Orchestration team builds the runtime and model orchestration layer that powers Decagon’s agents in production. This is the orchestration layer that turns workflows, tools and guardrails into a reliable, low-latency, and delightful experience for end users. At the core of this work is the agent harness: the routing, execution logic, tool orchestration, and control-plane systems that determine how an agent behaves in a live conversation. The team owns the full execution lifecycle of each conversation—from selecting workflows and orchestrating multiple models (e.g., router/planner/supervisor patterns), to coordinating tool calls, enforcing safety constraints, and communicating back to the user. The team operates across both real-time systems (e.g., voice interactions with strict latency requirements) and longer-horizon execution (supporting more complex reasoning and workflows). Our research shows that an agent’s task execution reliability increasingly depends on the orchestr

About Decagon Decagon is the leading conversational AI platform empowering every brand to deliver concierge customer experiences. Our technology enables industry-defining enterprises like Avis Budget Group, Block’s Cash App and Square, Chime, Oura Health, and Hunter Douglas to deploy AI agents that power personalized, deeply satisfying interactions across voice, chat, email, SMS, and every other channel. We’re building a future where customer experiences are being redefined from support tickets and hold music to faster resolutions, richer conversations, and deeper relationships. We’re proud to be backed by world-class investors who share that vision, including a16z, Accel, Bain Capital Ventures, Coatue, and Index Ventures, along with many others. We’re an in-office company, driven by a shared commitment to excellence and velocity. Our values — Just Get It Done, Invent What Customers Want, Winner’s Mindset, and The Polymath Principle — shape how we work and grow as a team. About the Team Over the past few years, development of LLMs has evolved at a rapid pace. It’s not enough for our customers to just “set it and forget it” when it comes to AI software. Truly successful AI Agents require hands-on execution, rigorous iteration, and deep technical delivery to reach enterprise-grade performance. We’re creating an Agent Deployment Engineering Org : a specialized technical delivery team responsible for end-to-end execution of AI agent builds. Agent Deployment Engineers own the hands-on work required to deliver best-in-class agents—writing and configuring key components, validating integrations, and ensuring agents perform reliably at scale. This team brings greater specialization and focus to build quality. Agent Deployment Engineers are technical and customer-facing: interfacing with senior technical stakeholders while going deep on agent configuration and build execution. About the Role As Director of Agent Deployment Engineering , you will lead Decagon’s technical deli

WPP is the trusted growth partner for the world’s leading brands. We unite cutting-edge media intelligence and data solutions, world-class creativity, next-generation production, transformative enterprise solutions and expert strategic counsel in a single company – powered by exceptional talent and our agentic marketing platform, WPP Open, to help our clients navigate change, capture opportunity and deliver transformational growth. We work with the world's most valuable brands and have global reach across 100+ markets, with deep local expertise. Our people are the key to our success. We're committed to fostering a culture of creativity, belonging and continuous learning, attracting and developing the brightest talent, and providing exciting career opportunities that help our people grow. For more information, visit WPP.com. Grey Japan： 1963年の日本での創業以来、私たちは「効果的なアイデア」を生み出すことに情熱を注ぎ、消費者をユーザーやファンに変えブランドを成長させてきました。 2025年からは「The New Market Maker」という新たな価値提案を掲げ、新たな挑戦を始めます。 アートディレクター 職務概要 Greyが掲げるDRIVING PRINCIPLEである「Famously Effective」を、あなたの卓越したクリエイティブの力で具現化していただくポジションです。 国内外の多様なチームと密接に連携しながら、グローバルな視点を持つクライアントのビジネス課題に対し、従来の「広告」という枠組みにとらわれない、革新的なコミュニケーション戦略を立案・実行していただきます。企画立案からビジュアル開発までを一貫して担当し、多角的なアプローチで最適なソリューションを提供。多様な媒体を通じて生活者の心を動かし、ブランドの熱心なファンへと導くことがミッションです。 日本を代表する大手ブランドの主要プロジェクトに多数携わる機会があり、常に刺激的な環境で、大きな成長とやりがいを実感できるでしょう。 担当業務 クライアントの課題解決に繋がるクリエイティブ戦略・企画の立案から実行まで、幅広い業務をお任せします。 クライアントのマーケティング課題やブランド戦略に基づいた、コミュニケーション戦略およびクリエイティブ企画の立案 グラフィックデザイン制作およびアートディレクション業務（プレゼンテーション含む） クリエイティブアイディアの発想、カンプ・コンテ制作、プレゼンテーション準備・実施 社内外のデザイナーや外部の協力会社と連携し、クオリティの高いクリエイティブを実現するためのディレクション 案件や状況に応じて、自ら手を動かしクリエイティブのクオリティを追求する実制作業務 求める経験・スキル 必須経験 広告代理店、制作会社等でのアートディレクション実務経験3年以上、またはデザイナーとしての実務経験5年以上 大手クライアントの主要プロジェクトにおける、企画立案、プレゼンテーション、ディレクションのご経験 戦略的思考に基づいたクリエイティブ開発能力、およびブランドマネジメントスキル 企画から実行までを一貫して推進できる問題分析力・問題解決能力 Photoshop、Illustratorを用いたグラフィックデザインの実務経験 日本語：ビジネスレベル以上 歓迎される経験・スキル CMプランニング、デジタル、アクティベーション領域におけるクリエイティブ経験

About Decagon Decagon is the leading conversational AI platform empowering every brand to deliver concierge customer experiences. Our technology enables industry-defining enterprises like Avis Budget Group, Block’s Cash App and Square, Chime, Oura Health, and Hunter Douglas to deploy AI agents that power personalized, deeply satisfying interactions across voice, chat, email, SMS, and every other channel. We’re building a future where customer experiences are being redefined from support tickets and hold music to faster resolutions, richer conversations, and deeper relationships. We’re proud to be backed by world-class investors who share that vision, including a16z, Accel, Bain Capital Ventures, Coatue, and Index Ventures, along with many others. We’re an in-office company, driven by a shared commitment to excellence and velocity. Our values — Just Get It Done, Invent What Customers Want, Winner’s Mindset, and The Polymath Principle — shape how we work and grow as a team. About the Team Over the past few years, development of LLMs has evolved at a rapid pace. It’s not enough for our customers to just “set it and forget it” when it comes to AI software. Truly successful AI Agents require hands-on execution, rigorous iteration, and deep technical delivery to reach enterprise-grade performance. We’re creating an Agent Deployment Engineering Org : a specialized technical delivery team responsible for end-to-end execution of AI agent builds. Agent Deployment Engineers own the hands-on work required to deliver best-in-class agents—writing and configuring key components, validating integrations, and ensuring agents perform reliably at scale. This team brings greater specialization and focus to build quality. Agent Deployment Engineers are technical and customer-facing: you’ll interface with senior technical stakeholders on the customer side while also going deep on agent configuration and build execution. About the Role As an Agent Deployment Engineer, you will be responsi

** English Version to Follow Analyste KYC Lieu: Montréal, Québec La présence au bureau est requise au minimum 3 jours par semaine, dont au moins une journée le lundi et/ou le vendredi. À propos de mthree mthree s’associe à des institutions bancaires internationales afin d’aider de jeunes professionnels à lancer leur carrière. Notre client à Montréal est actuellement à la recherche d’un(e) Analyste KYC pour se joindre à une organisation dynamique et en pleine croissance. Description du poste Intervenant aux dernières étapes du processus de diligence raisonnable KYC et travaillant en étroite collaboration avec l’ensemble des parties prenantes du processus de diligence raisonnable KYC, notamment les responsables des données, les contrôleurs des données, les analystes de filtrage, les enquêteurs, les équipes de conformité et les gestionnaires de relations, l’Analyste KYC est responsable de s’assurer que les vérifications diligentes effectuées sur les nouveaux clients ou les clients existants sont conformes aux exigences réglementaires ainsi qu’aux politiques et directives internes. Responsabilités Dans le cadre d’une analyse fondée sur les faits, les principales responsabilités de l’Analyste KYC comprennent : S’assurer que l’ensemble des données, documents et renseignements recueillis dans le cadre du processus de diligence raisonnable sont conformes et fiables afin de déterminer le niveau de risque final associé à la relation client. S’assurer que le niveau de diligence raisonnable effectué correspond au niveau de risque final associé à la relation client. S’assurer que les exigences réglementaires locales applicables au dossier KYC ont été respectées. S’assurer que les éléments déclencheurs liés aux risques de criminalité financière sont soumis aux équipes de conformité pour avis, lorsque requis. Préparer une note de synthèse documentant et justifiant l’analyse KYC effectuée. S’assurer que le dossier est soumis au gestionnaire de relations pour approbation final

*English version will follow* Chez mtrois, nous jumelons des jeunes diplômés talentueux avec les plus grandes entreprises leader sur leurs marchés. Nous sommes toujours à la recherche de diplômés ambitieux pour rejoindre notre programme Alumni Graduate, en lançant votre carrière tech avec un poste de développeur Java Full-stack Junior. Vous travaillerez sur site pour l’un des leaders de la fintech à Montréal. Notre programme Alumni Graduate de 24 mois démarre avec une formation et un coaching de 6 semaines, ou vous apprendrez tout ce dont vous avez besoin pour démarrer du bon pied votre carrière en tant que développeur logiciel. Après avoir complété une formation, vous aurez l’opportunité de démarrer votre carrière dans les meilleures conditions dans une grande banque d’investissement ou chez un leader technologique. Vos missions: Si vous réussissez, vous travaillerez avec l’une des banques leader en investissement basée à Montréal, en tant que développeur logiciel. Vous créerez, développerez et assurerez le maintien d’applications complexes dans une équipe internationale. Nous sommes actuellement à la recherche de développeurs Java, qui, en relations avec les principales parties prenantes, testeront et améliorerons les applications jouant un rôle fondamental dans les opérations quotidienne de la compagnie. Vous travaillerez sur l’ensemble du cycle de développement logiciel, pour acquérir les bases essentielles et répondre aux exigences de support et maintenance, en adoptant une méthodologie Agile et en vous efforçant d’obtenir toujours les meilleurs résultats, pour devenir indispensable à votre équipe. Comment ça marche: Inscrivez-vous en ligne : Remplissez le formulaire en haut de cette page en incluant votre CV. Complétez le processus d’évaluation: Cela impliquera un appel d’introduction avec un membre de notre équipe de talents, un test de résolution de problèmes en ligne et une entrevue finale. Inscrivez-vous au cours de formation en ligne de 6 semaines

Tenstorrent is leading the industry on cutting-edge AI technology, revolutionizing performance expectations, ease of use, and cost efficiency. With AI redefining the computing paradigm, solutions must evolve to unify innovations in software models, compilers, platforms, networking, and semiconductors. Our diverse team of technologists have developed a high performance RISC-V CPU from scratch, and share a passion for AI and a deep desire to build the best AI platform possible. We value collaboration, curiosity, and a commitment to solving hard problems. We are growing our team and looking for contributors of all seniorities. At Tenstorrent, we build computers for AI, and the developers shaping its future. Our high-performance RISC-V CPUs, modular chiplets, and scalable compute systems give developers full control at every layer of the stack, at any scale from a single-node experimentation to data center-scale deployment. We believe in an open future. Our architecture and software are designed to be edited, forked, and owned. Our team of engineers, dreamers, and first-principle thinkers is redefining how hardware and software converge to accelerate innovation. Enterprises today are searching for sovereign solutions. Help these customers make the leap into next-generation compute. Sitting at the intersection of technical depth and business impact, you’ll guide leaders and architects as they evaluate and adopt new AI platforms. If you thrive in long cycles, complex decision paths, and high-stakes alignment, this is a chance to build an enterprise motion from the ground up and shape how large organizations deploy state-of-the-art compute. This role is remote, based out of New York, NY or Santa Clara, CA. We welcome candidates at various experience levels for this role. During the interview process, candidates will be assessed for the appropriate level, and offers will align with that level, which may differ from the one in this posting. Who You Are Skilled a

About Decagon Decagon is the leading conversational AI platform empowering every brand to deliver concierge customer experiences. Our technology enables industry-defining enterprises like Avis Budget Group, Block’s Cash App and Square, Chime, Oura Health, and Hunter Douglas to deploy AI agents that power personalized, deeply satisfying interactions across voice, chat, email, SMS, and every other channel. We’re building a future where customer experiences are being redefined from support tickets and hold music to faster resolutions, richer conversations, and deeper relationships. We’re proud to be backed by world-class investors who share that vision, including a16z, Accel, Bain Capital Ventures, Coatue, and Index Ventures, along with many others. We’re an in-office company, driven by a shared commitment to excellence and velocity. Our values — Just Get It Done, Invent What Customers Want, Winner’s Mindset, and The Polymath Principle — shape how we work and grow as a team. About the Team The Agent Platform team builds the runtime and model orchestration layer that powers Decagon’s agents in production. This is the orchestration layer that turns workflows, tools and guardrails into a reliable, low-latency, and delightful experience for end users. At the core of this work is the agent harness: the routing, execution logic, tool orchestration, and control-plane systems that determine how an agent behaves in a live conversation. The team owns the full execution lifecycle of each conversation—from selecting workflows and orchestrating multiple models (e.g., router/planner/supervisor patterns), to coordinating tool calls, enforcing safety constraints, and communicating back to the user. The team operates across both real-time systems (e.g., voice interactions with strict latency requirements) and longer-horizon execution (supporting more complex reasoning and workflows). Our research shows that an agent’s task execution reliability increasingly depends on the orchestration