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Top Boston, MA AI Companies With Best Leadership & Management (317)

PwC
Artificial Intelligence • Professional Services • Business Intelligence • Consulting • Cybersecurity • Generative AI
74 Offices
370,000 Employees
67 Benefits See Our Teams Hiring Now
Grow here. Go further.

Build what’s next — with tech that matters PwC provides professional services across Audit and Assurance, Advisory and Tax — powered by a global network of over 370,000 people in 149 countries. You may know us for our business expertise, but technology is core to how we help clients move faster, build trust and deliver meaningful outcomes. As a technologist, you’ll work...

PwC

PwC's Top Leadership & Management Strengths

Strategic Vision & Planning: Leadership anchors the network around The New Equation—trust and sustained outcomes—reiterated in global transparency and annual review materials and reinforced through recent leadership transitions. AI-enabled reinvention and sustainability are positioned as central pillars within this plan.

Adaptability & Agility: Communications describe an AI-first push supported by major alliances and large-scale internal deployment to accelerate client reinvention. Directional updates consistently frame transformation and reinvention as necessary responses to disruption.

Collaborative & Aligned Leadership: A Strategy Council of senior partners and a Global Board set and oversee the network’s direction to facilitate alignment of execution across major firms. Named transitions in global and U.S. leadership explicitly tie messages back to the same strategic umbrella.

Kensho Technologies
Artificial Intelligence • Fintech • Machine Learning • Natural Language Processing • Software • Generative AI
We make data discoverable, useful, and valuable in enabling fact-based decisions.

At Kensho, we leverage S&P Global’s world class data to research, develop and implement leading AI and machine learning capabilities that drive fact-based, objective decision making. Data is at the heart of Kensho, and it’s our technology. We build and deploy solutions that make that data accessible, insightful, relevant and transformative.

Kensho Technologies

Kensho Technologies's Top Leadership & Management Strengths

Strategic Vision & Planning: Leadership consistently frames Kensho as S&P Global’s AI/innovation hub with a mission to structure unstructured data and enable enterprise workflows across internal and client use cases. Concrete signals like agentic/LLM capabilities and integration with S&P platforms reflect a coherent direction aligned to the parent company’s strategy.

Open & Transparent Communication: Company materials describe values and rituals such as open communication, inclusive goal‑setting, weekly sprint updates, and skip‑level access that aim to keep priorities and blockers visible. Feedback suggests these practices support alignment and real‑time problem‑solving across teams.

Strong Execution: Shipped artifacts like the LLM‑ready API, Model Context Protocol server, S&P‑integrated plug‑ins/agent skills, and embedded assistants in Capital IQ Pro show movement from strategy to production. Ecosystem integrations with major AI providers indicate meeting customers within their AI environments while maintaining data security and provenance.

Datadog
Artificial Intelligence • Cloud • Security • Software • Cybersecurity
We are building the monitoring and security platform for developers, IT ops teams and business users in the cloud age.

Datadog (NASDAQ: DDOG) is a global SaaS business, delivering a rare combination of growth and profitability. We are on a mission to break down silos and solve complexity in the cloud age by enabling digital transformation, cloud migration, and infrastructure monitoring of our customers' entire technology stacks. Built by engineers, for engineers, Datadog is used by organizations of all sizes...

Datadog

Datadog's Top Leadership & Management Strengths

Strategic Vision & Planning: Leadership consistently articulates a platform-first strategy unifying observability and security, increasingly automated by AI agents. Investor communications, events, and product narratives repeat this north star over multiple years and tie it to concrete milestones.

Open & Transparent Communication: Leaders roadmap in public via earnings calls, Investor Day, and events like DASH, connecting product updates and outlooks to the stated strategy. CEO-led messaging and frequent updates provide clear signals on direction and priorities.

Strong Execution: Product launches and technical work (e.g., Bits AI agents and the Toto time-series model) align with the stated strategy. Shipping cadence and platform expansions demonstrate follow-through on the platform + AI narrative.

SOPHiA GENETICS
Artificial Intelligence • Big Data • Healthtech • Software • Biotech
SOPHiA GENETICS is a healthcare technology democratizing data-driven medicine.

SOPHiA GENETICS (Nasdaq: SOPH) is a healthcare technology company dedicated to establishing the practice of data-driven medicine as the standard of care and for life sciences research. It is the creator of the SOPHiA DDM™ Platform, a cloud-based SaaS platform capable of analyzing data and generating insights from complex multimodal data sets and different diagnostic modalities. The SOPHiA DDM™ Platform...

SOPHiA GENETICS

SOPHiA GENETICS's Top Leadership & Management Strengths

Strategic Vision & Planning: Leadership consistently articulates an AI-native, platform-first strategy with named growth levers in the U.S., liquid biopsy (MSK-ACCESS), and BioPharma. A planned CEO transition with defined dates signals continuity of the multi‑year plan.

Purposeful Goal Setting: Management provides measurable 2026 revenue guidance and a timeline toward adjusted EBITDA breakeven and profitability. These time‑bound markers offer clear checkpoints to assess progress.

Strong Execution: Signed U.S. health‑system collaborations and oncology partnerships (e.g., Mount Sinai, NYU Langone, and other large integrated systems) align with the stated priorities. Public announcements of customer ramps and ecosystem deals indicate momentum.

Dropbox
Artificial Intelligence • Cloud • Consumer Web • Productivity • Software • App development • Data Privacy
Dropbox isn’t just a workplace—it’s a living lab for more enlightened ways of working.

We're a global community of bold visionaries and resourceful doers who are shaping the future of Dropbox—and with it the future of work. Our Virtual First model combines the flexibility of a distributed workplace with the power of human connection, making space for both meaningful work and meaningful relationships. With our start-up mindset and enterprise-level opportunities, you can be who...

Dropbox

Dropbox's Top Leadership & Management Strengths

Strategic Vision & Planning: Leadership consistently frames an AI‑centric direction built around Dash as a universal search/answers layer while simplifying and strengthening the core FSS business, reiterated across earnings materials, the 10‑K, blogs, and investor communications. Product moves and portfolio focus (including embedding Dash into Teams and pruning non‑core efforts) align with the stated plan.

Open & Transparent Communication: Leaders employ All Hands, manager cascades, weekly updates, and visible OKRs/team narratives to articulate long‑term priorities and keep teams aligned. Corporate materials and prepared remarks reinforce Virtual First and the mission of an “enlightened way of working,” contributing to company‑wide clarity.

Collaborative & Aligned Leadership: Messaging remains consistent across venues—scale Dash, strengthen the core, and integrate the two—appearing in the 2025 10‑K and successive earnings narratives. Company‑wide framing around Virtual First and knowledge‑work AI suggests coordinated alignment between operating model and product direction.

LogicMonitor
Artificial Intelligence • Cloud • Information Technology • Machine Learning • Software
8 Offices
1,100 Employees
77 Benefits Hiring Now
Hybrid Observability powered by AI

LogicMonitor® is the AI-first hybrid observability platform powering the next generation of digital infrastructure. LogicMonitor delivers complete visibility and actionable intelligence across on-premises, cloud, and edge environments. By anticipating issues before they strike, optimizing resources in real time, and enabling faster, smarter decisions, LogicMonitor helps IT and business leaders protect margins, accelerate innovation, and deliver exceptional digital experiences without compromise....

LogicMonitor

LogicMonitor's Top Leadership & Management Strengths

Strategic Vision & Planning: Public executive messaging consistently frames an AI-first, unified observability platform moving toward Autonomous IT, anchored by a "see, reason, act" north star. Major moves like a targeted acquisition to extend visibility and capital deployment for platform expansion align tactics to the stated strategy.

Collaborative & Aligned Leadership: Leadership appointments consolidate sales, marketing, customer success, and channels under a unified go-to-market to translate strategy into execution. Platform unification and simplified packaging reinforce cross-functional alignment to reduce tool sprawl.

Open & Transparent Communication: Leaders sustain visible communication via town halls, leadership "lean-ins," roadmap briefings, and CEO articulations of the investment thesis. Consistent external storytelling across events and press underscores where the company is headed.

Movable Ink
Artificial Intelligence • Marketing Tech • Software
5 Offices
600 Employees
68 Benefits
The magic behind your marketing.

Movable Ink personalizes every customer engagement through automation and artificial intelligence. The world’s most innovative brands rely on Movable Ink to maximize revenue, simplify workflow and achieve the optimal customer experience. Headquartered in New York City with 600 employees, Movable Ink serves its global client base with operations throughout North America, Central America, Europe, and Australia.

Movable Ink

Movable Ink's Top Leadership & Management Strengths

Strategic Vision & Planning: Public leadership communications consistently center on an AI‑first direction—Studio + Da Vinci powering “Autonomous Marketing”—repeated across Think Summit content, website narratives, and roadmap highlights. Messaging has shown continuity since at least 2022, evolving without major pivots.

Strong Execution: Roadmap posts and recent releases emphasize removing manual work, consolidating brand assets, and advancing Da Vinci/Studio workflows, indicating tangible delivery aligned to the strategy. Event sessions and product updates make near‑term priorities visible and actionable.

Collaborative & Aligned Leadership: The March 2026 transition to a long‑tenured CEO with the founder as Executive Chairman underscores continuity and shared stewardship of the AI vision. Investor alignment around Autonomous Marketing further supports coherent execution.

HERE Technologies
Artificial Intelligence • Automotive • Computer Vision • Information Technology • Internet of Things • Logistics • Software
19 Offices
6,000 Employees
57 Benefits
We make a unified map designed for every moving vehicle

HERE Technologies is a location data and technology company that created the first digital map over 35 years ago. Today we are the world's leading location platform company with a global footprint across 52 countries. Although our strongest presence is in the automotive industry, we also work with leading companies across a wide range of industries, including transport and logistics,...

HERE Technologies

HERE Technologies's Top Leadership & Management Strengths

Strategic Vision & Planning: Leadership consistently articulates an AI-powered “live” map and software-defined vehicle focus, reinforced by CEO-led messaging, events, and aligned product/partner storylines. Public statements in automotive and logistics present a coherent, platform-centric roadmap.

Employee Empowerment & Support: Immediate managers are described as supportive and approachable, encouraging learning, skill development, and mentorship within teams. Flexible, hybrid-friendly practices and people-first norms are highlighted as enablers of day-to-day support.

Open & Transparent Communication: Management is at times characterized as transparent in providing timely updates on important developments. Executive communications at major events and on official channels regularly reiterate core priorities and direction.

Flatfile
Artificial Intelligence • Software • Database
6 Offices
55 Employees
38 Benefits
Flatfile helps developers to build the ideal file import user experience and turn “flat” files into API-ready data.

Flatfile, the pioneer of AI-assisted data exchange, provides companies and their software development teams with the easiest, fastest, and safest way to build the ideal data file import experience for their users. Hundreds of companies such as AstraZeneca, Square or Sage rely on Flatfile’s extensible, API-first platform to create enterprise-scale, intelligent, file-based data import solutions, increase developer productivity, reduce cost...

Flatfile

Flatfile's Top Leadership & Management Strengths

Strategic Vision & Planning: Leadership frames a coherent evolution from AI‑assisted data import to an agent‑powered workspace while keeping Flatfile focused on enterprise data migration. Feedback suggests the rebrand note and About page explicitly clarify what changed, why, and what remains stable for customers.

Strong Execution: Regular 'What’s new' posts and blog updates for the Obvious workspace, alongside continuity of features, APIs, contracts, and support, indicate execution beyond a name change. Feedback suggests product momentum before and after the rebrand aligns with the AI‑first direction.

Open & Transparent Communication: Public explanations of the rebrand and explicit platform guidance reduce ambiguity for existing customers. Feedback suggests leadership communicates updates proactively across official channels.

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Tempus AI
Artificial Intelligence • Big Data • Healthtech • Machine Learning • Analytics • Biotech • Generative AI
11 Offices
3,775 Employees
51 Benefits Hiring Now
Tempus is a technology company leading the adoption of AI to advance precision medicine and patient care.

We bring together one of the world’s largest libraries of multimodal clinical and molecular data with a robust suite of AI tools to help physicians personalize care in real time, connect patients with therapies and clinical trials, and enable partners to accelerate discovery and development of new treatments. With ~8 million de-identified research records and 350+ petabytes of data, Tempus partners...

Tempus AI

Tempus AI's Top Leadership & Management Strengths

Strategic Vision & Planning: Public filings, investor decks, and leadership communications consistently describe an operating‑system platform for precision medicine with three interdependent product lines and a data flywheel. This narrative remains uniform across IPO materials, prospectus supplements, and earnings messaging.

Strong Execution: Acquisitions and partnerships (e.g., Ambry Genetics and trial‑matching capabilities) are presented as directly reinforcing the genomics‑to‑data‑to‑AI flywheel. Company updates highlight growing genomics activity and expanding data/services aligned to the stated roadmap.

Collaborative & Aligned Leadership: Securities filings describe the platform architecture almost verbatim to public presentations, indicating alignment between internal plans and external messaging. Leadership continuity and visible operator roles reinforce a coordinated push to build an integrated data/AI platform.

Perk
Artificial Intelligence • Fintech • Greentech • Sales • Software • Travel • Hospitality
12 Offices
1,800 Employees
41 Benefits Hiring Now
Perk: the intelligent platform powering real work.

Perk (formerly TravelPerk) is the intelligent platform for travel and spend management. Built to tackle the time-consuming, manual work that gets in the way of real work, our tools automate everything from travel bookings to expenses, invoice processing, and more. By eliminating this shadow work that wastes hours, erodes morale, and saps innovation, we’re on a mission to power real...

Perk

Perk's Top Leadership & Management Strengths

Strategic Vision & Planning: Public materials consistently frame the mission as removing “shadow work” via an AI‑native, unified platform for travel, spend, invoices, and payments across site, press, and investor channels. Leadership maintains a coherent narrative that ties purpose directly to product scope.

Accountability & Follow-Through: Announced priorities like U.S. expansion and platform broadening are matched by concrete moves such as the AmTrav acquisition and a steady cadence of releases under the unified Perk brand. Help center and release notes show ongoing delivery that reinforces the integrated travel‑and‑spend direction.

Open & Transparent Communication: Messaging is repeated across the company site, press materials, investor summaries, and support content, presenting a consistent direction at multiple touchpoints. The executive team and global leaders are clearly presented, reinforcing visibility into who is driving the strategy.

Dynatrace
Artificial Intelligence • Big Data • Cloud • Information Technology • Software • Big Data Analytics • Automation
Dynatrace delivers answers and intelligent automation from data.

Dynatrace lets customers understand their business like never before, so they can see beyond the complexity, find and fix problems faster and automate manual tasks with Al — so they can focus on what truly matters: running their business.

Dynatrace

Dynatrace's Top Leadership & Management Strengths

Strategic Vision & Planning: Leadership repeatedly outlines a multi‑year, platform‑first direction centered on Grail as the unified data lakehouse and Dynatrace Intelligence/Davis for AI‑driven automation, coupled with a partner‑led go‑to‑market and DPS. This narrative is consistently reinforced across earnings materials, product launches, SEC filings, and the Perform 2026 conference.

Strong Execution: Product releases and acquisitions align tightly with the stated plan, including domain‑specific agents, next‑gen RUM integrated with Grail, and the Bindplane telemetry‑pipeline deal. Leaders also highlight concrete operating markers such as rapid momentum in logs consumption to evidence progress against the strategy.

Open & Transparent Communication: Executives pair vision statements with clear operational markers and public guidance, frequently communicating priorities and performance across investor channels and events. Communications also emphasize defined leadership ownership for product, transformation, and go‑to‑market to reinforce alignment.

Piaggio Fast Forward
Artificial Intelligence • Computer Vision • Hardware • Robotics • Transportation • Automation • Manufacturing
Boston
62 Employees
52 Benefits Hiring Now
We are on a mission to build technology products that move the way that people move.

Boston-based company Piaggio Fast Forward Inc. (PFF) was founded in 2015 by the Piaggio Group (the Italian manufacturer that created the iconic Vespa scooter). In order to bring products to market today, PFF is solving the problem of robotic interaction with people in dynamically changing environments. We’re innovators, neighbors and creators with a passion for local living and pushing the...

Piaggio Fast Forward

Piaggio Fast Forward's Top Leadership & Management Strengths

Strategic Vision & Planning: Leadership consistently articulates a human‑centric, two‑track strategy—consumer “smart‑following” robots and robotics‑derived sensing/ADAS for the Piaggio Group—with public statements and filings aligning to this message. Executives emphasize a stable mission to augment people and “build tech that moves the way people move,” reflected across team pages, interviews, and group materials.

Strong Execution: Product releases match the stated plan, with ongoing manufacturing/marketing of the gita family in Boston alongside integration of PFF’s 4D radar into production motorcycles. Recent launches (including special‑edition gitamini) and rider‑assistance deployments reinforce that messaging and output are in sync.

Adaptability & Agility: The evolution from consumer cargo robots to enterprise/material‑handling (kilo) and embedded sensing demonstrates responsiveness to market opportunities without abandoning the core following/sensing thesis. Leadership frames these moves as extensions of the same mission rather than a change in purpose.

ServiceNow
Artificial Intelligence • Cloud • HR Tech • Information Technology • Productivity • Software • Automation
We're putting AI to work for people.

As the AI platform for business transformation, we're putting AI to work across organizations — freeing people for work that matters. Making old tech work with new tech. Reaching across departments, from the front office to the back office and every office in between. Our ambition? To become the AI defining enterprise software company of the 21st century (or "AI...

ServiceNow

ServiceNow's Top Leadership & Management Strengths

Strategic Vision & Planning: Leadership consistently anchors the company around becoming the “AI control tower” for enterprise workflows, reinforced by defined hypergrowth areas and agentic AI on the Now Platform. Public roadmaps and Analyst Day materials outline priorities and targets, providing a durable view beyond a single quarter.

Open & Transparent Communication: The same direction is reiterated across earnings calls, Analyst Day materials, conference keynotes, and media interviews, including repeated phrasing by the CEO. Public forums detail product and GenAI plans, financial objectives, and partner integrations, clarifying how third‑party models are embedded.

Strong Execution: The AI narrative is explicitly tied to subscription growth and a raised outlook, indicating connection to adoption and pipeline rather than branding alone. Operational focus areas on recent earnings and visible ownership of strategy signal follow‑through on stated priorities.

Compa
Artificial Intelligence • HR Tech • Other • Software • Business Intelligence
3 Offices
75 Employees
31 Benefits
We are on a mission to make compensation fair and competitive for everyone

Compa is a venture-backed SaaS startup revolutionizing the future of compensation. In a dynamic job market with hiring challenges, accountability, and the rise of AI, companies need the best data to stay ahead of industry changes, competition, and costs. Compa has developed the premier real-time compensation data platform, delivering top-tier compensation intelligence to leading enterprise teams. Compa is a compensation intelligence company...

Compa

Compa's Top Leadership & Management Strengths

Strategic Vision & Planning: Public materials consistently outline a focused direction to replace backward-looking compensation surveys with AI agents on live market data for enterprise pay decisions, reiterated over time. Leadership ties this narrative to concrete product pillars (Analyst and Partner agents) and funding explicitly aimed at scaling agentic AI.

Strong Execution: Communications connect the strategy to shipped products and integrations, including Agents, Benchmarks, and Stock Intelligence used in enterprise workflows with named customer proof points. Announced funding is allocated to accelerate these agentic capabilities, indicating follow-through from vision to delivery.

Open & Transparent Communication: Messaging across the website, product pages, and announcements repeats the same thesis and maps it to concrete use cases and audiences. Founders publicly articulate the mission and origin story, aligning bios and statements with the stated direction.

mabl
Artificial Intelligence • Machine Learning • Software
Boston
80 Employees
54 Benefits Hiring Now
mabl makes it easy for testers to create and run automated UI tests at scale.

mabl is empowering software testers who are aiming to keep pace with today’s dev culture of high-paced software delivery. Making it easy for testers to create and run automated UI tests at scale, mabl buys back hours of time every week and finally brings functional UI testing to the modern era.

mabl

mabl's Top Leadership & Management Strengths

Strategic Vision & Planning: Public statements, site messaging, and founder narratives consistently anchor the company around an AI‑native, agentic testing platform for enterprise teams. Product launches and event themes repeatedly map to this north star across 2024–2026.

Strong Execution: Recent releases and help‑center notes show shipped capabilities that align with the articulated strategy. Stepwise expansion into mobile and a unified platform across web, API, and mobile demonstrates roadmap follow‑through.

Accountability & Follow-Through: Operational choices such as EOL notices and ecosystem-aligned updates indicate attention to maintaining coherence with partner platforms and the agentic integration push. Documentation and release notes trace ongoing improvements tied to the stated thesis.

Snyk
Artificial Intelligence • Cloud • Information Technology • Security • Software • Cybersecurity • Data Privacy
12 Offices
1,000 Employees
57 Benefits Hiring Now
Snyk helps organizations build fast and stay secure in the age of AI.

Snyk, the leader in secure AI software development, empowers organizations to build fast and stay secure by unleashing developer productivity and reducing business risk. The company’s AI Trust Platform seamlessly integrates into developer and security workflows to accelerate secure software delivery in the AI Era. Snyk delivers trusted, actionable insights and automated remediation, enabling modern organizations to innovate without limits....

Snyk

Snyk's Top Leadership & Management Strengths

Strategic Vision & Planning: Leadership consistently frames an AI‑first, developer‑centric platform direction with dated milestones and a published roadmap. Feedback suggests this north star is reinforced by named launches and an explicit channel‑first go‑to‑market.

Strong Execution: Concrete releases like Snyk 2.0, Agent Security, and AI‑SPM moving to general availability indicate steady delivery on stated priorities. Feedback suggests ongoing platform refinements and targeted acquisitions are used to expand coverage while improving day‑to‑day usability.

Collaborative & Aligned Leadership: Go‑to‑market messaging has been consistent and partner‑aligned, with a reiterated channel‑first vision rallying the ecosystem. Feedback suggests communications across launches and events have stayed coherent around developer‑first and AI‑centric pillars.

Hi Marley
Artificial Intelligence • Cloud • Insurance • Software • Database • Conversational AI • Generative AI
Boston
120 Employees
53 Benefits Hiring Now
Hi Marley is the intelligent conversational platform built for P&C insurance and powered by SMS.

Hi Marley is the first intelligent conversational platform built for P&C insurance and powered by SMS. Designed by insurance professionals, Hi Marley enables lovable, convenient conversations across the entire ecosystem, saving money and time for carriers while building customer loyalty through delightful interactions. Hi Marley's industry-leading collaboration, coaching and analytics capabilities deliver crucial insights that streamline carrier operations while enabling...

Hi Marley

Hi Marley's Top Leadership & Management Strengths

Strategic Vision & Planning: Public materials consistently position the company as a purpose‑built intelligent conversational platform for P&C insurance, reinforced by mission, purpose, and values across site and content. Customer forums feature leadership walking through short‑ and long‑term roadmaps and product vision, signaling a clear direction.

Open & Transparent Communication: Roadmap sessions and customer voting on initiative priorities indicate transparent engagement about near‑ and long‑term plans. Leadership frequently reiterates mission, scope, and values in owned channels and executive content, helping stakeholders understand priorities.

Adaptability & Agility: Leadership emphasizes responsible AI, elevating the CTO to also serve as Chief AI Officer and highlighting AI’s role in core workflows. Ecosystem integrations with Guidewire and Verisk show iterative moves aligned to market needs rather than a closed stack.

ZS
Artificial Intelligence • Healthtech • Professional Services • Analytics • Consulting
Where passion changes lives

ZS is a management consulting and technology firm that partners with companies to improve life and how we live it. We transform ideas into impact by bringing together data, science, technology and human ingenuity to deliver better outcomes for all. Founded in 1983, ZS has more than 15,000+ employees in over 40 offices worldwide.

ZS
Liberty Mutual Insurance
Artificial Intelligence • Fintech • Insurance • Marketing Tech • Software • Analytics
Join us, and pursue your tomorrow, today.

Liberty Mutual Insurance exists to help people embrace today and confidently pursue tomorrow. A Fortune 100 company and global leader in property and casualty insurance, we’ve spent over a century creating innovative products, services and technologies to meet the world’s ever-changing needs and make a difference for our customers and communities.

Liberty Mutual Insurance

Liberty Mutual Insurance's Top Leadership & Management Strengths

Strategic Vision & Planning: Leadership communications consistently articulate a profitability-first strategy with brand simplification and a model that links underwriting risk with investment capital. Public materials reinforce coherence across units and time horizons through a stated 2030 ambition.

Purposeful Goal Setting: Named targets such as a 95 combined ratio and dated milestones like the 2026 single-brand move provide concrete waypoints. Earnings commentary ties progress to rate actions, disciplined growth, and expense reductions aligned to these goals.

Collaborative & Aligned Leadership: The April 2, 2026 structure places Global Risk Solutions and Liberty Mutual Investments under shared strategic oversight to better connect risk and capital. Statements emphasize linking risk, capital, and technology to deliver faster, integrated outcomes.

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