Company

    We build AI for places where infrastructure is limited.

    Morphos AI is an applied research company founded in 2023 in Chandler, Arizona. We are changing how AI systems store and update information with the goal of helping capable systems operate with less memory, compute, power, and connectivity.

    Founded 2023Chandler, ArizonaApplied researchLanguage and autonomous systems

    Why Morphos exists

    AI should not become less useful as the infrastructure gets smaller.

    The most capable AI systems have been built around abundance: large data centers, fast networks, and infrastructure that can expand when the workload grows.

    Vehicles, autonomous platforms, portable hardware, and embedded systems have finite resources. The information they need can still grow and change.

    Morphos works on how AI systems store and update information. The goal is to keep the information that matters current without storing and searching every redundant representation along the way.

    Data centerPortable rackVehicleHandheld and embeddedOne information layer

    The goal is to use less infrastructure without reducing what the system can do.

    What we build

    One technical foundation across two fields.

    Green Vectors is the shared foundation. Language Intelligence and Autonomous Systems apply it to different conditions.

    Green Vectors

    • A new approach to reducing repeated meaning in the searchable knowledge layer and keeping that layer current as information changes.

    Language Intelligence

    • Language, knowledge, and retrieval work with measured results on a public text benchmark.

    Autonomous Systems

    • Perception, sensor, telemetry, and decision-support research under development and evaluation.
    Explore Autonomous Systems

    Team

    Leadership

    The team building Morphos from first principles—leading the research, engineering the technology, and turning breakthrough ideas into a company built to scale.

    Aram Chavez, CHAIRMAN AND CHIEF EXECUTIVE OFFICER - COFOUNDER, Morphos AI

    Aram Chavez

    CHAIRMAN AND CHIEF EXECUTIVE OFFICER - COFOUNDER

    Serial Entrepreneur, Former Investment Banker, and Financier. Sets the company's direction and makes its case to investors, partners, and the board. Two prior exits. Teaches entrepreneurship at Arizona State University's Thunderbird School of Global Management.

    Jerry Toscano, HEAD OF RESEARCH AND DEVELOPMENT - COFOUNDER + BOARD MEMBER, Morphos AI

    Jerry Toscano

    HEAD OF RESEARCH AND DEVELOPMENT - COFOUNDER + BOARD MEMBER

    Polyglot, Mathematician, and experienced software developer with 25+ years in AI. The primary inventor of the Green Vectors architecture. Sets the research direction for Green Vectors and leads the development of Morphos IP.

    Ankit Dheendsa, CHIEF TECHNOLOGY OFFICER - COFOUNDER, Morphos AI

    Ankit Dheendsa

    CHIEF TECHNOLOGY OFFICER - COFOUNDER

    Leads overall engineering strategy and execution and the Autonomous Systems research program. Experienced Machine learning engineer, in-demand international lecturer, speaker, and entrepreneur with a prior exit.

    Harvey Wilson, CHIEF OPERATING OFFICER - COFOUNDER, Morphos AI

    Harvey Wilson

    CHIEF OPERATING OFFICER - COFOUNDER

    Leads company operations, process, and delivery. Puts disciplined process behind the research and engineering programs so the company can ship on schedule and at quality. Six Sigma Black Belt with a manufacturing background at Ford, plus extensive Big 4 Consulting experience at Accenture, SNC-Lavlin, and more.

    Don Davignon, CHIEF FINANCIAL OFFICER - COFOUNDER + BOARD MEMBER, Morphos AI

    Don Davignon

    CHIEF FINANCIAL OFFICER - COFOUNDER + BOARD MEMBER

    Leads financial planning, controls, and investor reporting. Former Managing Director at American Express, with extensive experience in Fortune 500 execution, FinTech, and more.

    DeeDee Fisher, CHIEF COMMUNICATIONS OFFICER - COFOUNDER, Morphos AI

    DeeDee Fisher

    CHIEF COMMUNICATIONS OFFICER - COFOUNDER

    Leads external communications, public relations, and business development, including government relations. Extensive Fortune 500 consulting, speaking, and leadership experience.

    Ben Marx, CHIEF OF STAFF - COFOUNDER, Morphos AI

    Ben Marx

    CHIEF OF STAFF - COFOUNDER

    Holds the company's moving parts in one piece. Works across research, counsel, and commercial so that the CEO and Executive Team can execute and remain aligned at the highest levels.

    James Osborn, SENIOR AI ENGINEER - COFOUNDER, Morphos AI

    James Osborn

    SENIOR AI ENGINEER - COFOUNDER

    Designs the infrastructure that makes Green Vectors perform at scale. Leads the execution of the Green Vectors architecture into deployable and performant systems.

    Yenlin Liao, BUSINESS DEVELOPMENT, ASIA PACIFIC - COFOUNDER, Morphos AI

    Yenlin Liao

    BUSINESS DEVELOPMENT, ASIA PACIFIC - COFOUNDER

    Leads Business Development, partnerships, and growth across the Asia Pacific region. Extensive international bilingual experience in sales and marketing.

    BOARD + ADVISORS

    Board + Advisors

    Morphos AI is guided by a Board and Advisory group made up of leaders at the top of their fields—spanning technology, company building, design, capital, and market creation. Their experience helps shape how we scale, compete, and bring our work into the world.

    Dr. Jim Marx M.D, advisor to Morphos AI

    Dr. Jim Marx M.D

    Cofounder and Board Member. Mayo Clinic trained physician and entrepreneur with 40+ years scaling technology and healthcare ventures. Advises on governance, growth, and clinical applications of the work.

    Troy Swope, advisor to Morphos AI

    Troy Swope

    Board Member, 2x Unicorn Founder (Footprint and Terram Tech) and former Fortune 500 tech executive. Advises on company building and scale at billion-dollar levels.

    Bruce Mau, advisor to Morphos AI

    Bruce Mau

    Legendary Designer, Author, Systems Thinker, and Innovator. Advises on brand, design, and the public expression of the company's work.

    Aiyemobisi (Bisi) Williams, advisor to Morphos AI

    Aiyemobisi (Bisi) Williams

    World-renowned design thought leader. Advises on design strategy, positioning, and how the company communicates its work.

    Andy Cunningham, advisor to Morphos AI

    Andy Cunningham

    Silicon Valley positioning pioneer who worked personally with Steve Jobs to launch the Macintosh and renowned shaper of category-defining technology companies. Advises on positioning, narrative, and market strategy.

    René Torres, advisor to Morphos AI

    René Torres

    Former Intel Vice President and GM - longtime technology executive spanning AI, edge computing, and enterprise markets. Advises on semiconductor strategy, partnerships, and commercialization.

    Dr. Sami Mian Ph.D, advisor to Morphos AI

    Dr. Sami Mian Ph.D

    Chief AI Officer at Vensure Employer Solutions, the largest privately held HR technology and services organization, serving 161,000+ businesses worldwide. AI and robotics leader advising on intelligent systems, edge AI, and technical strategy.

    Dr. Russ Branaghan Ph.D, advisor to Morphos AI

    Dr. Russ Branaghan Ph.D

    Board Member. Human Factors and UX authority, former ASU Department Head, and President of Research Collective. Brings deep expertise in human-centered design, usability, and building technology people can trust and use.

    Ahmed Eid, advisor to Morphos AI

    Ahmed Eid

    Board Member. Global investment banking and private-capital executive with experience at Morgan Stanley, Bank of the West, and US Capital Global. Brings expertise in capital formation, cross-border finance, and strategic growth.

    How we work

    Research built for deployment.

    Three principles govern how research becomes a deployable result.

    Read the research
    1. 01

      Start at the foundation

      Morphos works on how information is stored and updated, a foundation shared by many applications.

    2. 02

      Test against reality

      Evaluations use the target data, hardware, baseline, and success criteria. A generic demonstration is not a deployment result.

    3. 03

      Build with partners

      Hardware companies, integrators, program teams, and research partners bring the conditions the system must operate within. Morphos brings the technology and the evaluation process.

    Newsroom

    What the company publishes.

    Company writing and outside coverage are kept separate from research evidence. Long-form perspective lives on the blog; independent coverage and appearances live in press.

    • Blog

      Perspective from the team

      Long-form writing on memory pressure, retrieval efficiency, and where AI infrastructure is heading.

      Read the blog
    • Press

      Coverage, podcasts, and appearances

      Independent coverage of Morphos AI, plus podcast conversations and conference appearances by the team.

      See press
    • Evidence

      Case studies and benchmarks

      Measured results from real collections and defined benchmark conditions, with the scope of each result stated.

      Read the case studies

    A research company built for partnership.

    Morphos works with program teams, hardware companies, integrators, research organizations, and strategic partners focused on making capable AI practical where infrastructure is limited.

    Get in touch