Imiron
Category: AI Developer Tools
Japanese startup developing SpecForge, an AI-powered formal specification and verification platform for mission-critical AI systems in autonomous driving, robotics, and medical devices. Imiron was founded in 2024. The company is led by Masakazu Adachi. Based in Tokyo, Japan. Team size: 1-10. Total funding raised: JPY200M (disclosed funding). Latest round: Pre-Series A. Key investors include DG Daiwa Ventures, Mitsubishi UFJ Capital, Gogin Capital, Abelia Capital.
- Founded
- 2024
- Headquarters
- Tokyo, Japan
- Team size
- 1-10
- Total funding
- JPY200M (disclosed funding)
Value proposition
SpecForge converts ambiguous natural-language requirements into mathematically rigorous formal specifications, enabling continuous verification and monitoring of AI systems throughout the development lifecycle.
Products and solutions
SpecForge (AI-powered formal specification & analysis platform; v0.5.10 introduced Community Edition for non-commercial use, Essential Edition for commercial evaluation, and unrestricted licensed Enterprise Edition in July 2026), Lilo (proprietary formal specification DSL), SpecForge for VS Code (IDE extension), Formal safety论证 framework for autonomous driving (GA-RSS based)
Unique value
Democratizing formal specification through AI (LLM + proprietary Lilo DSL) — making mathematically rigorous system verification accessible to non-specialist engineers, with specs that double as runtime monitoring rules.
Target customer
Enterprise engineering teams developing safety-critical AI systems (autonomous driving, robotics, medical devices)
Industries served
Autonomous driving, Robotics, Medical devices, Mission-critical AI systems
Technology advantage
World-class research in temporal logic and formal methods from NII/ERATO; proprietary Lilo DSL; LLM-assisted natural language to formal spec conversion; Signal Temporal Logic (STL)-based specification; GA-RSS (Goal-Aware Responsibility-Sensitive Safety) framework for autonomous driving safety proofs
How they differentiate
Combines world-class academic formal methods research (NII/ERATO) with practical industry deployment experience; SpecForge bridges the gap between formal verification experts and mainstream engineers via LLM-assisted spec generation; specs serve dual purpose as both design artifacts and runtime monitoring rules (SpecDevOps).
Main competitors
Ansys (SCADE/Medini Analyze), dSPACE, BTC Embedded Systems, Applied Intuition
Key partnerships
T2 (autonomous driving truck company) — joint project on formal safety论证 for Level 4 autonomous driving certification, National Institute of Informatics (NII), JST ERATO Hasuo Meta-Mathematical Systems Design Project, Plug and Play Japan — selected for Summer 2026 accelerator batch to accelerate enterprise PoCs (announced June 10, 2026)
Notable customers
T2 (autonomous driving truck company)
Major milestones
Founded August 2024, Seed round ¥60M from Abelia Capital (Dec 2024), SpecForge product launch (Jul 2025), EdgeTech+ AWARD 2025 AI Design Support Excellence Award (Nov 2025), Joint project with T2 for Level 4 autonomous driving safety论证 (Aug 2025), Pre-Series A ¥140M led by DG Daiwa Ventures (Jun 2026)
Market positioning
Early-stage Japanese deep-tech startup targeting the emerging market for AI system verification and safety assurance, positioned at the intersection of formal methods, AI safety, and mission-critical system development.
Geographic focus
Japan (primary), with global ambitions
About Masakazu Adachi
Ex-Toyota Central R&D Labs (2007-); Ex-Denso (2017-); Ex-Denso Germany (Head of European R&D, 2020-). Osaka University graduate; postdoc at Carnegie Mellon University.
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Official website: https://imiron.io/