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Turing Inc.

Category: Robotics / Embodied AI

A Japanese deep-tech startup developing fully autonomous electric vehicles (EVs) powered by End-to-End (E2E) multimodal generative AI. Turing Inc. was founded in 2021. The company is led by Issei Yamamoto. Based in Tokyo, Japan. Total funding raised: $174M. Latest round: Series A. Key investors include JIC Venture Growth Investments, Global Brain, Denso, GMO Internet Group, Yanmar Ventures, AMD Ventures, Mitsubishi Corporation, MUFG Bank, Super Micro Computer, BIPROGY Inc., DataDirect Networks, TOKYO ELECTRON DEVICE.

AMW Analysis

Turing Inc. is a Japanese deep-tech startup developing fully autonomous electric vehicles using an End-to-End multimodal generative AI approach that relies on camera inputs and large language models to handle complex road scenarios, replacing traditional rule-based and LiDAR-heavy systems. The company’s recent news flow centers on a significant Series A funding round. The firm closed a $79 million Series A and secured chip supply support from AMD for AI inference at the edge. A subsequent extension of ¥12.62 billion (~$87 million) brought the full Series A to ¥27.89 billion (~$192 million), with participants including AMD Ventures, Mitsubishi Corporation, Mitsubishi UFJ Bank, and Supermicro. This funding round combines financial investment with strategic hardware partnerships, reflecting a pattern common among self-driving startups. The company has raised a total of $174 million to date, with key investors spanning venture capital, automotive, and technology firms.

AMW analysis, generated from 3 tracked news signals.

Founded
2021
Headquarters
Tokyo, Japan
Total funding
$174M

Value proposition

Replacing traditional rule-based/LiDAR-heavy autonomous driving with a camera-first, End-to-End AI approach that uses Large Language Models (LLMs) to understand complex road situations and 'long-tail' scenarios like human drivers.

Products and solutions

Heron (Multimodal Generative AI Model for autonomous driving), Terra (Generative World Model for traffic simulation), Tokyo30 (Autonomous driving project/dataset aiming for 30 mins of intervention-free driving in Tokyo), Gaggle Cluster (Dedicated GPU computing infrastructure), THE FIRST (Original concept car/prototype)

Unique value

Unlike competitors (e.g., Waymo) that rely on HD maps and modular software stacks (perception -> prediction -> planning), Turing utilizes a pure 'End-to-End' deep learning approach where the AI directly maps camera inputs to steering/braking outputs, similar to Tesla but with a heavier emphasis on LLM-based reasoning.

Target customer

Future: Consumer automotive market (mass production EVs); Current: Automotive OEMs and Tier 1 suppliers (for AI technology/datasets)

Industries served

Automotive / Electric Vehicles, Artificial Intelligence (Generative AI), Mobility as a Service (MaaS), Semiconductors (AI Compute)

Technology advantage

Proprietary 'Heron' model allows the vehicle to understand context (e.g., reading road signs, understanding police gestures) via language processing, enabling navigation in unmapped or complex urban environments without expensive LiDAR sensors.

How they differentiate

Turing differentiates through a 'camera-first' End-to-End (E2E) deep learning approach that eliminates LiDAR and HD maps. Unlike competitors using rule-based stacks, Turing utilizes proprietary Multimodal Generative AI ('Heron') to understand complex road contexts (e.g., gestures, signs) and a Generative World Model ('Terra') for realistic simulation.

Main competitors

Tesla, Tier IV, Preferred Networks

Key partnerships

Denso (Strategic Investor & Tier 1 Automotive Partner), Subaru (Joint Research on In-Vehicle E2E Autonomous Driving System), GMO Internet Group (Cloud/GPU Infrastructure), NTT DATA / NTT Docomo Ventures (Data Infrastructure), Renesas Electronics (Semiconductor/Edge AI), Yanmar Ventures (Strategic Investment), AMD Ventures (Strategic Investor & GPU Infrastructure), Mitsubishi Corporation (Strategic Investor), MUFG Bank (Lender & Investor)

Notable customers

Denso (Strategic Partner), Subaru (Joint Research Partner), GMO Internet Group, NTT DATA

Major milestones

Released 'Heron', a multimodal generative AI model for autonomous driving, Unveiled 'Terra', a generative world model for driving simulation, Secured ¥15.3 Billion Series A funding led by JIC VGI and Global Brain (Nov 2025), Selected for METI/NEDO's 'GENIAC' AI development project, Achieved Japan's first real-time autonomous driving on public roads using a VLA model (Mar 2026), Released 'RACER' causal reasoning dataset and 'DriveTiTok' image tokenizer (Mar 2026), Began joint research with Subaru and DENSO on in-vehicle E2E system and physical foundation model (Jun 2026), Completed $174M Series A round including $79M extension with AMD Ventures, Mitsubishi Corp, MUFG Bank (Jul 2026)

Growth metrics

Valuation reached approx. ¥96 Billion ($600M) post-Series A extension; achieved Japan's first real-time autonomous driving on public roads using VLA model; conducting 'Tokyo30' project.

Market positioning

Deep-tech challenger aiming to be the 'Tesla of Japan' by achieving fully autonomous driving (Level 5) through generative AI rather than conventional sensor fusion.

Geographic focus

Japan (currently), with global expansion plans targeting North America

Patents and IP

Proprietary datasets (Japanese-Heron-Bench) and E2E driving architectures (Specific patent filings undisclosed in public search, but core IP lies in the 'Heron' and 'Terra' foundation models)

About Issei Yamamoto

Creator of 'Ponanza' (first Shogi AI to defeat a Meijin), former Lead Engineer at HEROZ, Inc. (supported IPO), Specially Appointed Professor at Aichi Gakuin University.

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