What DIMAAG does

DIMAAG is a private deep-technology company founded in 2018 and headquartered in Fremont, California, with engineering operations in Bengaluru, India, and Japan. The company organizes its business around three product lines serving distinct enterprise segments. First, Data Center Power: an 800V DC battery-backed power architecture with battery energy storage systems (BESS) designed for hyperscale AI data centers, with grid-aware control logic that the company has actively positioned before ERCOT's Large Load Working Group. Second, EV Solutions: the ENCORE off-road electric powertrain ecosystem, complemented by the Mobile Megawatt Charging System (MWCS) for construction and mining equipment and the Zenius battery module built around Toshiba SCiB LTO cell chemistry. Third, Industrial AI: computer vision inspection and predictive maintenance platforms deployed at manufacturing customers, including generative AI techniques for synthetic defect data generation.

DIMAAG's commercial model centers on enterprise hardware sales to original equipment manufacturers — Hitachi, Komatsu, Kubota, and Toshiba are named partners — together with direct quote-based enterprise sales for Industrial AI integration services and data center power systems. Go-to-market is OEM-embedded for the off-highway business, leveraging design wins and platform integration (for example, a Hitachi 1.7-ton electric excavator targeted for European launch in 2027), while Industrial AI appears to be sold directly to manufacturing end users. Pricing is not publicly disclosed and contracts are structured as bespoke quotes rather than standardized SKUs, indicating high-ASP, low-volume enterprise deal flow.

The company's technology stack combines proprietary power electronics and battery architecture (including patented active battery cooling and an 800V DC architecture) with cell supply partnerships (Toshiba SCiB LTO) and AI software for both control loops and inspection workflows. The May 2026 acquisition of Akridata extends capability into Physical AI and multi-modal data infrastructure, opening verticals such as Med Tech, Food Tech, and supply chain. With 101–250 employees across three geographies, DIMAAG operates at a scale that supports multi-product execution but remains small relative to the enterprise OEMs it serves, making partnership velocity and capital efficiency the principal commercial constraints.

Name

DIMAAG

Legal name

DIMAAG-AI, Inc.

Website

https://dimaag.ai

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

101–250 employees

Short description

DIMAAG is a private deep-technology company building AI-controlled 800V DC power architectures for hyperscale AI data centers, an off-road EV powertrain ecosystem (ENCORE) and mobile megawatt charging system for construction and mining OEMs, plus Industrial AI vision inspection and predictive maintenance platforms serving global manufacturers.

Ownership category

akta.pro rank

Product category

Industrial Power and AI Infrastructure

NAICS

Engine, Turbine, and Power Transmission Equipment Manufacturing (3336), Electric Power Generation (22111)

SIC

Motors & Generators (3621), Industrial Instruments For Measurement, Display, And Control (3823)

akta.pro primary industry

EV Retrofit & Electrification Conversions (Fleet/Commercial) (TLAKAMAK)

akta.pro secondary industries

Industrial Material Handling & Warehouse Charging (forklift/AGV chargers, battery swapping) (IMAGAHAG), Managed EV Charging Software (Residential, Fleet, Workplace) (EUAFAMAA), Distribution Automation (DA) Field Integration (Reclosers, Switches, Capacitors, Regulators) (EUAEANAC)

Keywords

• Off-road electrification systems
• Megawatt charging infrastructure
• Data center power infrastructure
• Industrial AI software
• EV powertrain components

Headquarters

HQ city

Fremont

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Hardware or Manufacturing

Cost components

Technology or R&D, Personnel, Supply Chain, Marketing or Sales, Operations, Infrastructure

Revenue model

1. ENCORE EV component and platform sales: Sales of ENCORE ecosystem components — high-power battery modules, inverters, electric motors, vehicle control software, and powertrain designs — to heavy-equipment OEMs (Hitachi, Komatsu, Kubota) integrating electrification into construction, mining, and agricultural machines. Sold as part of co-development/OEM programs with planned commercial launches through 2027.
2. MWCS Megawatt Charging System sales and fleet evaluation programs: Sales of the Mobile Megawatt Charging System (MWCS) hardware — modular DC-DC fast chargers scalable from 200kW to 6MW — to construction, mining, and port operators. Fleet evaluation programs began in 2025 with broad commercial availability planned for 2026. Komatsu is the cornerstone launch partner.
3. Data center power infrastructure systems: Enterprise sales of the 800V DC battery-backed power architecture for hyperscale AI data centers — including load smoothing, demand response, low-voltage ride-through, and instantaneous backup power — to AI data center operators. Sold via "Request a Demo" enterprise motion with engineered system-level deployments.
4. Industrial AI software and integration services: Industrial AI deployments for predictive maintenance, AI vision inspection (circuit board QA), generative-AI synthetic defect data, and workspace safety monitoring — delivered to manufacturers (OMRON, Honda, Nitto, MKI) as integrated AI software with deployment and integration services.

Pricing tiers

Go-to-market motion1 record

Distribution channels4 records

Marketing channels5 records

Core offering

DIMAAG builds purpose-built electric powertrain ecosystems (ENCORE) and mobile megawatt charging systems (MWCS) for off-road construction, mining, and agricultural equipment; an 800V DC battery-backed power architecture for hyperscale AI data centers; and an Industrial AI platform for predictive maintenance and computer vision inspection in manufacturing. The company also operates acquired subsidiary Akridata, which adds computer vision and edge-to-core AI infrastructure for Physical AI deployments.

Product overview

DIMAAG operates a multi-product platform organized around three core business units: (1) DC Solutions — an AI-controlled 800V DC power architecture and BESS solution for hyperscale AI data centers, (2) EV Solutions — the ENCORE ecosystem and MWCS (Mobile Megawatt Charging System) plus Zenius battery modules for off-road electrification, and (3) Industrial AI — comprising Predictive Maintenance and Smart Factory (AI Vision Inspection) modules for manufacturing customers. The platform was extended in May 2026 through the acquisition of Akridata, adding computer vision, edge processing, and human-assisted inspection workflows for Physical AI deployments. All product lines are unified by shared core technology platforms spanning high-power electrification, battery systems, power electronics, controls, and industrial AI, with operations across the U.S. (Fremont, CA), India (Bengaluru), and Japan.

Differentiator

Problem solved

Functional benefit

Brands

• ENCORE: Electric No-Compromise Off-Road Ecosystem — Dimaag's proprietary ecosystem of EV components for off-road vehicles, including high-power swappable battery modules, motors, inverters, power electronics, and software.
• MWCS
• Zenius

Products and services

• ENCORE (Electric No-Compromise Off-Road Ecosystem) End-to-end electric powertrain ecosystem purpose-built for off-road machinery, comprising swappable battery modules, inverters, electric motors, ultra-fast charging systems, vehicle control software, thermal management, and chassis design. Sold to heavy-equipment OEMs integrating electrification into construction, mining, and agricultural machines.
• MWCS (Mobile Megawatt Charging System) Industry-first self-driving mobile 1MW DC fast charger for off-road construction, quarry, and mining equipment. Delivers 1MW charging to recharge electric off-highway equipment in 15 minutes. Features 295 kWh onboard ESS, MCS connector (1,500A/1,000V), modular DC-DC architecture scaling to 6MW, and 4-wheel steering with 40% grade capability.
• Data Center Power Solutions (800V DC Architecture) AI-controlled 800V DC power management platform for hyperscale AI data centers that smooths load swings, supports utility demand response, rides through voltage events, and provides instantaneous backup power. Supports both 800V DC and 50V architectures; designed to scale from rack-level to 100MW infrastructure with claimed 10X smaller footprint.
• Industrial AI Platform Industrial AI platform delivering actionable intelligence, predictive operations, and AI-powered vision systems for industrial manufacturers. Includes predictive maintenance and computer vision inspection (electronic circuit boards, manufactured components) at production line speed, with generative-AI synthetic defect data generation and root-cause analysis.

Quantifiable outcome

• 15-minute recharge cycles for connected heavy electric equipment via MWCS
• +9 more outcomes

Named customers4 records

Segments6 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability13 records

Feature6 records

Partnerships

Seven partnerships are on record, tiered flagship and core.

• AkridataflagshipStrategic or Co-development Partner · 28 May 2026DIMAAG acquired Akridata (announced May 28, 2026) to scale Physical AI and next-generation infrastructure. Akridata adds advanced computer vision, edge processing, intelligent data capture hardware, and human-assisted inspection workflows to DIMAAG's portfolio, expanding its presence into Med Tech, Food Tech, Supply Chain, Logistics, Automotive, Rail, Government, and Industrial inspection markets. Combined with DIMAAG's U.S., Japan, and India footprint, the companies will deliver enterprise-scale solutions bridging AI software, edge computing, hardware, energy infrastructure, and field operations.
• KomatsuflagshipStrategic or Co-development Partner · 7 April 2025Komatsu selected DIMAAG's Mobile Megawatt Charging System (MWCS) as the cornerstone of its heavy-duty electrification strategy and debuted it globally at BAUMA 2025 in Munich (April 7–13, 2025). The MWCS scales from 200kW to over 1MW and integrates with Komatsu's existing fleet management systems.
• ToshibaflagshipStrategic or Co-development Partner · 26 September 2024DIMAAG and Toshiba co-developed the Zenius High-Power Battery Module built on Toshiba's SCiB™ Lithium Titanium Oxide (LTO) cells. The module is rated for 10C continuous charge and 10C continuous discharge, enabling a full charge in ~6 minutes and cycle life exceeding 20,000 cycles. Zenius is a core component of DIMAAG's ENCORE platform.
• Hitachi Construction MachineryflagshipStrategic or Co-development Partner · 24 September 2024Hitachi Construction Machinery and DIMAAG are co-developing a fully electric 1.7-ton class compact excavator integrating DIMAAG's ENCORE electric powertrain ecosystem, targeting European urban construction and indoor demolition markets with a planned commercial launch in Europe in 2027. The program follows an earlier ENCORE deployment on a Hitachi compact excavator announced in December 2023. Unveiled at CES 2024.
• OMRON VenturescoreStrategic or Co-development Partner · 18 September 2024DIMAAG integrated its AI vision inspection technology into OMRON Ventures' visual inspection system for electronic circuit boards, achieving high accuracy in high-volume production. CEO Tomoko Inoue of OMRON Ventures publicly endorsed the collaboration. The partnership is referenced in TechBlitz coverage.
• KubotacoreStrategic or Co-development Partner · 4 January 2024Kubota enlisted Tesla co-founder and DIMAAG VP Engineering Ian Wright to develop farming robots controlled by AI, initially targeting wine grape vineyards in the United States. DIMAAG has also developed autonomous electric tractor technology for Kubota.
• Hitachi Construction Machinery (ENVISION program)coreOEM/ Whitelabel/ Licensing Partner · 4 January 2024DIMAAG's ENCORE ecosystem is embedded into Hitachi Construction Machinery compact excavators, beginning with the December 2023 deployment of ENCORE on a Hitachi compact excavator — the first complete electric powertrain ecosystem purpose-built for off-road machinery. Validated in field conditions ahead of the 2027 commercial launch.

Scale indicators8 records

Recent moves6 records

Expansion highlights7 records

Direct peers

• Volvo CE: Volvo Construction Equipment is electrifying compact excavators and wheel loaders in direct competition with Hitachi, Komatsu, and Kubota - the OEMs partnered with DIMAAG. Its zero-emission product roadmap directly shapes demand for the ENCORE ecosystem and MWCS hardware.
• Augury: Augury delivers AI-driven predictive maintenance and asset health monitoring for industrial manufacturers, directly overlapping with DIMAAG's predictive maintenance module and serving similar electronics, automotive, and heavy-machinery manufacturing customers.
• C3 AI: C3 AI provides enterprise AI applications for predictive maintenance, process optimization, and industrial use cases. It competes directly with DIMAAG's Industrial AI predictive maintenance and vision inspection platform, with a deeper enterprise sales bench and broader installed base.
• Komatsu: Komatsu is both a flagship DIMAAG partner (cornerstone MWCS launch at BAUMA 2025) and an aggressive developer of in-house electric and autonomous construction equipment. Its dual role makes it a critical comparator for how OEM-owned charging and powertrain roadmaps could compete with DIMAAG's ecosystem.
• Caterpillar: Caterpillar is investing heavily in electric and hybrid off-road machinery, mining trucks, and own charging solutions. As a potential competitor to DIMAAG's ENCORE and MWCS offerings, Caterpillar could become both an OEM partner target and a direct in-house alternative for fleet electrification.

Broad incumbents

• Vertiv: Vertiv is a leading provider of data center power, thermal, and IT infrastructure. Its UPS, switchgear, and DC power distribution products overlap directly with DIMAAG's 800V DC architecture for AI data centers and it operates at hyperscale enterprise scale globally.
• ABB: ABB supplies high-power EV charging infrastructure, industrial automation, and data center power systems. It competes with DIMAAG in both MW-scale EV charging (Terra HP family, emerging MCS offerings) and 800V DC power architectures, and is a deep-pocketed incumbent with overlapping enterprise sales motion.
• Schneider Electric: Schneider Electric's data center solutions (Galaxy UPS, EcoStruxure) and EV charging portfolio (EVlink) intersect with both of DIMAAG's power infrastructure businesses. It is a global incumbent serving hyperscalers and utilities with similar grid-aware power products.
• Tesla: Tesla's Megapack, Powerpack, and Supercharger programs address both hyperscale battery storage and megawatt charging. While Tesla focuses on on-road and grid storage, its scale and brand position it as a relevant adjacent incumbent for both of DIMAAG's power and charging businesses; Ian Wright's prior Tesla co-founder role creates a direct lineage connection.
• Eaton: Eaton delivers power management solutions across data centers, industrial facilities, and EV charging. Its xStorage and power conversion products compete with DIMAAG's 800V DC architecture and battery-backed AI data center offering.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Subsidiaries1 record

Funding overview

Funding rounds1 record

Investors2 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A1 record

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about DIMAAG