AI Dynamics
AI Dynamics builds the NeoPulse AI Platform, an end-to-end low-code ML system with automated model generation, serving Fortune 500 manufacturers and healthcare/biopharma firms across the US, Canada, and Japan via enterprise sales, cloud marketplaces, and the KDDI America partnership.
- Company typePrivate
- Founded2015
- HeadquartersBellevue, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What AI Dynamics does
AI Dynamics (legal name: DimensionalMechanics Inc.) is a Bellevue, Washington-based enterprise AI software company founded in 2015 by Rajeev Dutt, a former executive at Microsoft, Hewlett Packard, and Intel. The company develops the NeoPulse AI Platform, an end-to-end machine learning system positioned as an 'operating system for AI' that combines NeoPulse Studio (automated model generation via an 'oracle' selecting from 700,000+ algorithms), NeoPulse Manager (visual workflow orchestration and DevOps), and NeoPulse Runtime (auto-generated REST APIs for deployment across on-premise, cloud, edge, and hybrid environments). The platform supports a low-code/no-code interface, the proprietary NML modeling language, multimodal AI across image, audio, video, text, and structured data, and federated learning for HIPAA-constrained deployments.
The company's primary customer segments are Fortune 500 manufacturers (computer vision for defect detection, predictive maintenance, process optimization), pharmaceutical and biotechnology firms (drug discovery, siRNA design, biomarker identification, cancer diagnostics), and healthcare providers (medical imaging, automated medical coding via the mAIcode joint venture with PETTIGREW Medical). Reported customer outcomes include 20–50% reductions in defects, unplanned downtime, energy use, and inventory, ~25% lower conversion costs, and double-digit OEE gains at scale in manufacturing.
The business model is primarily enterprise sales (quote-based subscription licensing of NeoPulse, plus professional services) targeting large manufacturers and healthcare/biopharma, complemented by cloud marketplace self-serve listings on AWS Marketplace and Microsoft Azure Marketplace (with a 30-day free trial), channel/reseller partnerships (Nippon RAD in Japan), and a strategic distribution partnership with KDDI America for North American delivery announced in November 2025. The company operates three offices — Bellevue (US/Canada headquarters), Vancouver (engineering/R&D, where the CTO sits), and Tokyo (regional subsidiary AI Dynamics Japan K.K., opened 2021). Cumulative disclosed funding totals approximately $10.4M across six rounds ending in 2022.
AI Dynamics firmographics
Firmographics- Name
- AI Dynamics
- Legal name
- DimensionalMechanics Inc.
- Website
- https://aidynamics.com
- Company type
- Private
- Founded year
- 2015
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- AI Dynamics builds the NeoPulse AI Platform, an end-to-end low-code ML system with automated model generation, serving Fortune 500 manufacturers and healthcare/biopharma firms across the US, Canada, and Japan via enterprise sales, cloud marketplaces, and the KDDI America partnership.
- Ownership category
- akta.pro rank
AI Dynamics industry classification
Industry- Product category
- AI/ML Platform Software
- NAICS
- Software Publishers (5132), Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming Services (7371), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industry
- AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
Keywords
Where AI Dynamics is headquartered
LocationHeadquarters
- HQ city
- Bellevue
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
AI Dynamics business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- Platform Subscription Licenses: Subscription-based licensing of the NeoPulse platform (Studio, Manager, Runtime components). License fees for enterprise deployment across on-premise, cloud, or hybrid environments.
- Cloud Marketplace Sales: NeoPulse Studio available as a product listing on AWS Marketplace and Microsoft Azure Marketplace, enabling pay-as-you-go or subscription access through cloud vendor billing.
- White-label/ OEM Licensing: White labeling of the NeoPulse platform for enterprise customers such as Nitto BioPharma, enabling customers to deploy AI solutions under their own brand.
- Professional Services: Consulting and implementation services for enterprise customers, including model development, integration, and deployment support for AI projects.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | NeoPulse Studio available on AWS and Azure marketplaces with 30-day free trial. |
Go-to-market motion3 records
Distribution channels5 records
Marketing channels8 records
AI Dynamics product offering
Product offeringCore offering
AI Dynamics develops and sells the NeoPulse end-to-end AI platform, which provides automated model generation, training, deployment, and lifecycle management through a low-code/no-code interface. The platform includes NeoPulse Studio (automated AI model creation via 'oracle' selecting from 700,000+ algorithms), NeoPulse Manager (visual model builder and orchestration), and NeoPulse Runtime (auto-generated REST API deployment across edge, cloud, on-premise, and hybrid environments), with a Vision-as-a-Service module specializing in computer vision for manufacturing quality control and defect detection.
Product overview
AI Dynamics offers a unified platform-plus-modules architecture centered on the NeoPulse AI Platform, which includes three core integrated components: NeoPulse Studio (AI that builds AI through automated model generation), NeoPulse Manager (infrastructure orchestration and workflow automation), and NeoPulse Runtime (REST API deployment layer). The platform delivers Vision-as-a-Service computer vision capabilities alongside automated ML model development for structured data, text, audio, video, and medical imaging. A notable specialized offering is mAIcode, a joint venture product with PETTIGREW Medical for automated medical coding. Solutions can be deployed on-premise, in the cloud, or in hybrid environments, and integrate with edge devices and IoT systems.
Differentiator
Problem solved
Functional benefit
Brands
- NeoPulse: End-to-end AI platform product suite including NeoPulse Studio (AI model creation), NeoPulse Manager (AI infrastructure management), and NeoPulse Runtime (model execution and REST API deployment).
Products and services
- NeoPulse AI Platform
- NeoPulse Studio
- NeoPulse Manager
- NeoPulse Runtime
- mAIcode
Quantifiable outcome
- 20–50% reductions in defects, unplanned downtime, energy use, and inventory in manufacturing environments
- +8 more outcomes
Companies that use AI Dynamics
Customer profileNamed customers6 records
Segments4 records
Ideal customer profiles3 records
AI Dynamics technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability14 records
Feature9 records
AI Dynamics partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered core, notable and minor.
- KDDI AmericacoreStrategic partnership making AI Dynamics a proud Strategic Partner of KDDI America, offering advanced AI solutions across KDDI's expansive network and ecosystem. This collaboration empowers businesses across North America to leverage AI Dynamics' computer vision, AI-based forecasting, and AI-based knowledge extraction capabilities across manufacturing, transportation, healthcare, biotechnology, finance, and insurance industries.
- PETTIGREW MedicalcoreFormation of joint venture mAIcode to accelerate automation of medical record coding using advanced machine learning on the NeoPulse Platform. The solution is built on a SaaS model (cloud or on-premise) with federated learning ensuring HIPAA compliance and data residency. Targeting the $18 billion annual medical coding market growing at 8% CAGR. Multiple deep learning models continuously improve based on experience.
- Dell TechnologiesnotableFeatured in Dell Technologies white paper 'PowerScale Key Performance Prediction using AI for IT Operations (AIOps)' combining Dell PowerScale All-Flash Storage Platforms with AI Dynamics NeoPulse Platform. Joint solution enables forecasting of NFS latency and identification of >10ms latency spikes with >70% accuracy.
- Soracom, Inc.coreAI Dynamics joined the Soracom Partner Space IoT ecosystem, building on joint collaboration in Japan where AI Dynamics provides pre-built, fully trained AI/ML algorithm libraries for use with Soracom's reference edge computing camera ('S+ camera basic'). The partnership enables IoT developers to accelerate time-to-market by offering AI solutions and services for integration at every IoT stack level, accessible to over 800 Partner Space members globally.
- MBC BiolabsminorPartnership to solve high-impact healthcare problems using AI, combining MBC Biolabs' biotech incubator facilities and expertise with AI Dynamics' NeoPulse platform capabilities.
- P&E Directions (Naoki Shimada, Founder & CEO)notableNaoki Shimada, Founder and CEO of P&E Directions, appointed to the AI Dynamics Board of Directors to help navigate Japanese market expansion. P&E Directions provides strategic advisory and local market expertise for Japanese enterprise relationships.
- Nippon RADcoreReseller agreement signed in December 2018 for Nippon RAD to resell the NeoPulse Framework in Japan, providing local sales and support infrastructure for the Japanese market.
- Nitto BioPharma (subsidiary of Nitto Denko Corporation)coreWhite-labeling agreement where AI Dynamics provided a BLAST integration solution built on the NeoPulse enterprise AI platform for Nitto BioPharma to extract and rank siRNA sequences for gene silencing research. Solution achieved R=0.85 and AUC=0.93, outperforming all published benchmarks. Nitto BioPharma is based in San Diego; parent company Nitto Denko is based in Osaka, Japan.
- Stanford UniversitynotableOngoing collaborative AI research applying NeoPulse to medical imaging. Published research on brain PET/CT scan classification and prostate cancer detection using deep learning. Study achieved 89.24% accuracy in 2D-CNN PET image classification with processing time under 1 minute for 28 test images.
Scale indicators6 records
Recent moves8 records
Expansion highlights5 records
AI Dynamics competitors and assessment
Company assessmentMarket position
Competitive moat6 records
Key risks5 records
Key highlights7 records
Customer concentration
AI Dynamics social profiles
Digital presenceAI Dynamics financial estimates
Financial estimateRevenue estimate
Valuation estimate
AI Dynamics leadership team
Management profileNumber of profiles
Profiles5 records
AI Dynamics subsidiaries and ownership
Company hierarchySubsidiaries1 record
AI Dynamics funding detail
Funding detailFunding overview
Funding rounds6 records
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
AI Dynamics M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about AI Dynamics
What does AI Dynamics do?
AI Dynamics develops and sells the NeoPulse end-to-end AI platform, which provides automated model generation, training, deployment, and lifecycle management through a low-code/no-code interface. The platform includes NeoPulse Studio (automated AI model creation via 'oracle' selecting from 700,000+ algorithms), NeoPulse Manager (visual model builder and orchestration), and NeoPulse Runtime (auto-generated REST API deployment across edge, cloud, on-premise, and hybrid environments), with a Vision-as-a-Service module specializing in computer vision for manufacturing quality control and defect detection.
Is AI Dynamics a public or private company?
AI Dynamics is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was AI Dynamics founded?
AI Dynamics was founded in 2015. It employs 11 to 50 people.
Where is AI Dynamics based?
AI Dynamics is headquartered in Bellevue, United States, in the North America region.
How does AI Dynamics make money?
Four revenue lines are on record. Platform Subscription Licenses are the primary driver. The others are cloud Marketplace Sales, white-label/ OEM Licensing and professional Services.
Does AI Dynamics have an API?
Yes. NeoPulse Runtime automatically generates a RESTful API that allows applications to query AI models directly. Applications can call the model via REST API after importing the PIM (Pulse Inference Model) file. Once the model is exported as a PIM file and imported into Runtime, the system automatically generates a REST interface that can be queried without building custom APIs.
What industry is AI Dynamics in?
AI Dynamics's product category is AI/ML Platform Software. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAEANAJ, AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs). Its NAICS code is 5132 and its SIC code is 7372.