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    3. Fastino

    Fastino

    Fastino is an applied research lab building high-performance, task-optimized small language models (TLMs) that are faster and more secure than general LLMs, capable of running on CPUs and gaming GPUs.

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    At a Glance

    1Tool Listed
    4Products
    5Capabilities
    Discussions
    Palo Alto, CAHeadquarters
    2024Est.
    23Employees
    $25MRaised
    Focus Areas
    Model Management
    Local Inference
    LLM Orchestration
    Connect
    Latest News
    Fastino trains AI models on cheap gaming GPUs and just raised $17.5M led by KhoslaMay 7, 2025
    Microsoft-Backed Fastino Launches with $7M to Power GPU-Less AI ModelsNov 12, 2024
    Markets
    • Enterprise AI
    • Developers
    • Infrastructure

    AI Tools by Fastino

    (1)
    View Pioneer
    Pioneer tool icon

    Pioneer

    Fine-Tune and Deploy OSS LLMs

    Model ManagementLocal InferenceLLM Orchestration

    Discussions

    No discussions yet

    Be the first to start a discussion about Fastino

    Latest News

    05/07/2025

    Fastino trains AI models on cheap gaming GPUs and just raised $17.5M led by Khosla

    techcrunch.com
    11/12/2024

    Microsoft-Backed Fastino Launches with $7M to Power GPU-Less AI Models

    hpcwire.com
    03/01/2026

    Fastino Launches Pioneer, the First Agent for Fine-tuning and Inference of LLMs

    prnewswire.com
    12/01/2025

    Ash Lewis named to Forbes 30 Under 30 AI Class of 2026

    forbes.com

    Products & Services

    4
    TLMs (Task-Specific Language Models)
    Nov 2024

    High-performance, small language models optimized for specific enterprise tasks like extraction and reasoning.

    GLiNER
    2024

    A state-of-the-art open-source model for unified entity extraction and classification.

    Pioneer
    March 2026

    An autonomous agent that automates the fine-tuning and deployment of small language models.

    Fastino APIs
    Nov 2024

    Scalable APIs for accessing task-optimized models for production AI workflows.

    Market Position

    Fastino competes by offering faster, cheaper, and task-specific alternatives to frontier models like GPT-4, specifically targeting edge and low-compute environments.

    Leadership

    Founders

    AL

    Ash Lewis

    CEO and Co-founder. Previously founded DevGPT (a developer agent). Ash's experience with the high costs and latencies of using generalist LLMs at DevGPT inspired the launch of Fastino. Named to Forbes 30 Under 30 AI Class of 2026.

    GH

    George Hurn-Maloney

    COO and Co-founder. Previously a General Partner at EnvisionX Capital and a Silicon Valley venture investor.

    Executive Team

    AL

    Ash Lewis

    CEO

    Founder of DevGPT; Forbes 30 Under 30 Honoree.

    GH

    George Hurn-Maloney

    COO

    Former General Partner at EnvisionX Capital.

    Board of Directors

    GM
    George Mathew
    Board Member (Insight Partners)
    MV
    Michal Valko
    Advisor (Researcher at DeepMind/Inria)

    Founding Story

    Inspired by the limitations of general-purpose LLMs during his time at DevGPT, Ash Lewis co-founded Fastino with George Hurn-Maloney to provide specialized, cost-effective AI models for enterprise tasks.

    Business Model

    Revenue
    Not publicly disclosed (Seed stage).

    Revenue Model

    API usage fees (consumption-based) and enterprise subscription licenses for specialized model infrastructure.

    Pricing Tiers

    Open Source
    Free

    GLiNER models available for community use via Hugging Face.

    Enterprise API
    Custom

    Tiered usage pricing for high-performance TLMs and specialized enterprise agents.

    Private

    Target Markets

    Industries & Segments
    • Enterprise AI
    • Developers
    • Infrastructure
    Use Cases
    • Enterprise data extraction
    • Entity classification and structured parsing
    • Autonomous AI agents
    • Low-latency production workflows
    Notable Customers
    • Orion Technologies

    Quick Facts

    Headquarters
    Palo Alto, CA
    Founded
    2024
    Entity Type
    Inc.
    Employees
    23
    Total Funding
    Nearly $25 million
    Investors
    Khosla Ventures, Insight Partners
    Office Locations
    Palo Alto

    Funding History

    Seed$17.5 million
    May 7, 2025
    Khosla Ventures
    Pre-Seed$7 million
    Nov 12, 2024
    Insight Partners
    M12 (Microsoft's Venture Fund)

    History & Milestones

    Feb 2026

    Announcement of GLiNER-2, an advanced open-source model for entity extraction.

    March 2026

    Launch of Pioneer, an autonomous agent for automated model fine-tuning and inference.

    May 7, 2025

    Fastino announces $17.5 million seed round led by Khosla Ventures.

    Dec 2025

    CEO Ash Lewis named to Forbes 30 Under 30 AI (2026 List).

    Nov 12, 2024

    Fastino emerges from stealth with $7 million in pre-seed funding.

    Key Capabilities

    5
    1000x faster inference speed
    Runs on consumer-grade hardware (CPUs/GPUs)
    Automated model adaptation via Pioneer agent
    High-accuracy task optimization
    Low carbon footprint AI

    Integrations & Partnerships

    Platform Integrations

    • Hugging Face
    • REST API
    • GitHub

    Key Partnerships

    Microsoft (M12 investment)
    Open-source ecosystem

    Connect

    Website
    fastino.ai
    X / Twitter
    fastinoAI
    LinkedIn
    fastinoai
    YouTube
    @Pioneer-agent
    Discord
    fastino

    AI Topics

    3

    Fastino focuses on these topics:

    Model Management(1)
    Local Inference(1)
    LLM Orchestration(1)
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