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    3. Lightning Rod Labs

    Lightning Rod Labs

    Enable organizations to build domain-expert AI from messy, real-world historical data by automatically converting raw documents into verified, provenance-rich training sets.

    Visit Website

    At a Glance

    1Tool Listed
    3Products
    15Tool Views
    5Capabilities
    Discussions
    New York, NYHeadquarters
    2024Est.
    6Employees
    Focus Areas
    Human-in-the-Loop Training
    Data Processing
    LLM Evaluations
    Connect
    Latest News
    Research: Forecasting supply chain disruptions with foresight learningApr 1, 2026
    Foresight-v3 beats GPT-5 and Gemini 3 Pro on ProphetArena benchmarkMar 1, 2026
    Markets
    • Enterprise Finance
    • Healthcare
    • Logistics & Supply Chain
    • Government and Defense
    • +1 more

    AI Tools by Lightning Rod Labs

    (1)
    View Lightning Rod
    Lightning Rod tool icon

    Lightning Rod

    AI Training Data Platform

    HITL TrainingData ProcessingLLM Evaluations

    Discussions

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    Latest News

    04/01/2026

    Research: Forecasting supply chain disruptions with foresight learning

    arXiv 2604.01298
    03/01/2026

    Foresight-v3 beats GPT-5 and Gemini 3 Pro on ProphetArena benchmark

    ProphetArena / lightningrod.ai
    02/01/2026

    Ranked #1 on ProphetArena Sports leaderboard

    ProphetArena Sports
    01/27/2026

    Foresight-32B outstrips Claude Sonnet 4.5 on ForecastBench

    ForecastBench

    Products & Services

    3
    Lightning Rod Platform
    2025

    A web-based UI and agent orchestration platform for end-to-end dataset creation from raw documents.

    Lightning Rod API/SDK
    2025

    A Python SDK for generating verified Q&A pairs and training datasets with automatic citations.

    Foresight Models (32B, v3)
    2026

    High-accuracy forecasting models fine-tuned using the Future-as-Label methodology.

    Market Position

    Positions itself as a leader in 'forecasting-tuned' AI, outperforming frontier models like GPT-5 and Gemini 3 Pro on rigorous benchmarking leaderboards.

    Leadership

    Founders

    BT

    Ben Turtel

    Founder & CEO of Lightning Rod Labs. Previously Founder & CEO of Kazm, and Founder & CTO of Rivet (acquired by Google). Former Senior Software Engineer (L5) at Google and Data Scientist at Kinsa. Holds a Master's in Scientific Computing from NYU.

    DF

    Danny Franklin

    Co-founder of Lightning Rod Labs. Previously Founder and CTO of Kazm. Former Senior Software Engineer at Google and Software Engineer at Microsoft. Stanford Computer Science graduate.

    Executive Team

    BT

    Ben Turtel

    Founder & CEO

    Experienced ML/AI leader; former Google SWE and founder of Google-acquired Rivet.

    DF

    Danny Franklin

    Co-founder / CTO

    Former Google and Microsoft engineer with a background in Stanford CS.

    Board of Directors

    RH
    Richard Hua
    Advisor / Venture Architect

    Founding Story

    Transitioned from Kazm (founded 2021) to focus on AI orchestration and the 'Future-as-Label' methodology for training high-accuracy forecasting models.

    Business Model

    Revenue Model

    SaaS and Enterprise subscriptions; government contracts and defense procurement via DARPA ERIS and CDAO Tradewinds.

    Pricing Tiers

    Enterprise
    Contact Us

    Custom deployment and model training on organization data.

    Developer / SDK
    Free/Usage-based

    Access via Python SDK and Hugging Face for research and development.

    Private

    Target Markets

    Industries & Segments
    • Enterprise Finance
    • Healthcare
    • Logistics & Supply Chain
    • Government and Defense
    • Research Institutions
    Use Cases
    • Policy forecasting
    • Medical question answering
    • Supply-chain disruption forecasting
    • Portfolio and company risk assessment
    • Geopolitical tariff predictions
    Notable Customers
    • Synapse
    • OptX Trading
    • U.S. Department of Defense

    Quick Facts

    Headquarters
    New York, NY
    Founded
    2024
    Entity Type
    Inc.
    Employees
    6
    Investors
    Higher Ground Labs, Phaze Ventures
    Office Locations
    New York
    Seattle

    Funding History

    Seed
    2021-2022
    Phaze Ventures
    Higher Ground Labs

    History & Milestones

    2026-04-01

    Published research paper on forecasting supply chain disruptions with foresight learning (arXiv 2604.01298).

    2026-03

    Foresight-v3 ranked #1 overall on ProphetArena (UChicago) by Brier score, outperforming GPT-5 and Gemini 3 Pro.

    2026-02

    Foresight-v3 ranked #1 on ProphetArena Sports leaderboard with 105.9% market return.

    2026-01

    Foresight-32B placed in Top 5 on ForecastBench tournament.

    2025-07

    Vetted and approved for defense procurement via DARPA ERIS and CDAO Tradewinds marketplaces.

    Key Capabilities

    5
    Future-as-Label training methodology
    Automatic citation and full provenance
    Grounded datasets with real outcomes
    Agent-based reasoning and source gathering
    Support for binary, continuous, and free-response labels

    Integrations & Partnerships

    Platform Integrations

    • Python SDK
    • Hugging Face
    • Web Dashboard
    • Polymarket

    Key Partnerships

    DARPA ERIS
    CDAO Tradewinds
    UChicago ProphetArena

    Connect

    Website
    lightningrod.ai
    GitHub
    lightning-rod-labs
    X / Twitter
    lightningrodai
    LinkedIn
    lightningrod

    AI Topics

    3

    Lightning Rod Labs focuses on these topics:

    Human-in-the-Loop Training(1)
    Data Processing(1)
    LLM Evaluations(1)
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