Akridata
Akridata is an AI-powered visual inspection platform serving manufacturers in medical devices, automotive, electronics, railway, and critical infrastructure with three products—Vision Assist, Vision Command, and Vision Copilot—delivered via cloud or on-premise deployment.
- Company typePrivate
- Founded2018
- HeadquartersLos Altos, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Akridata does
Akridata is an AI-powered visual inspection platform founded in 2018 and headquartered in Los Altos, California that serves manufacturers and quality-control operators across medical devices, automotive, electronics, railway, critical infrastructure, and agriculture. The platform addresses defects that escape manual and rule-based inspection by combining deep learning, computer vision, and multimodal input processing (image, video, text, voice) into three modular products: Vision Assist augments human inspectors with real-time AI defect detection on manufacturing lines, Vision Command acts as a centralized oversight and compliance dashboard for defect monitoring, audit logging, and root-cause analysis, and Vision Copilot provides a collaborative data-science workbench for curating datasets, generating synthetic defect imagery, training models, and exporting them via UI or API. Underpinning the suite is the company's Edge Data Platform for Data-Centric AI, an ML-powered auto-labeling capability, a Patch Search feature for fine-grained image retrieval, and a CLIP-based text-to-image search interface; the platform has processed multiple tens of petabytes of visual data since founding.
The company operates an enterprise SaaS model with both cloud and on-premise deployment options, quote-based pricing scaled to deployment type, number of inspection stations or production lines, and data processing volume, supplemented by professional services for integration (typically 1-6 weeks per product). Go-to-market combines direct enterprise field sales targeting manufacturers, medical device companies, automotive OEMs, and critical infrastructure operators with a self-serve cloud subscription for Vision Copilot and listings on the Microsoft Azure Marketplace. Target buyers include factory heads, plant managers, QA and compliance managers, data scientists, and ML engineers, with SOC 2 Type II certification, GDPR, and CCPA compliance positioning the company for regulated-industry sales.
Akridata was venture-backed before its May 2026 acquisition by DIMAAG, an industrial AI and deep technology company that extended the combined entity's geographic reach into Japan and India. Prior financing included a $15 million Series A in October 2021 led by TeleSoft Partners and Accel with participation from MFV Partners, a seed round in April 2018, and undisclosed follow-on capital in 2020 and 2022. The company was recognized as an IDC MarketScape Vendor to Watch for Worldwide Data Labeling Software in 2023 and appointed a Chief Revenue Officer to scale sales operations prior to the acquisition.
Akridata firmographics
Firmographics- Name
- Akridata
- Legal name
- Akridata, Inc.
- Website
- https://akridata.ai
- Company type
- Private
- Founded year
- 2018
- Operating status
- Acquired
- Headcount range
- 51–100 employees
- Short description
- Akridata is an AI-powered visual inspection platform serving manufacturers in medical devices, automotive, electronics, railway, and critical infrastructure with three products—Vision Assist, Vision Command, and Vision Copilot—delivered via cloud or on-premise deployment.
- Ownership category
- akta.pro rank
Akridata industry classification
Industry- Product category
- AI-Powered Visual Inspection Software
- NAICS
- Instruments and Related Products Manufacturing for Measuring, Displaying, and Controlling Industrial Process Variables (334513), Navigational, Measuring, Electromedical, and Control Instruments Manufacturing (33451), Other Measuring and Controlling Device Manufacturing (334519)
- SIC
- Industrial Instruments For Measurement, Display, And Control (3823), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Industrial Vision & Quality Inspection (HDAAAEAG)
- akta.pro secondary industries
- Industrial Automation Software (SCADA, HMI, MES, Historian) (IMAHAHAJ), iBPMS (Intelligent BPM Suites) & Process Automation Suites (HDAEAHAG), Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)
Keywords
Where Akridata is headquartered
LocationHeadquarters
- HQ city
- Los Altos
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
Akridata business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Subscription: Cloud-based software-as-a-service subscription model for Vision Assist, Vision Command, and Vision Copilot products. Flexible pricing based on deployment type (cloud or on-prem), number of inspection stations/production lines, and data processing volume.
- On-Premise Deployment: On-premise deployment options for enterprises requiring data sovereignty. Pricing based on deployment scope and number of production lines.
- Professional Services: Implementation services for Vision Assist (3-6 weeks) and Vision Command (1-2 weeks) including customization and integration support.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Vision Assist - AI-Assisted Human Inspection |
| Subscription | Annual | Vision Command - Real-Time AI Oversight |
| Subscription | Monthly | Vision Copilot - Model Development Platform |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels5 records
Akridata product offering
Product offeringCore offering
Akridata sells an AI-powered visual inspection software platform that uses computer vision and deep learning to detect defects in manufacturing, combining three modular products: Vision Assist (AI-assisted human inspection), Vision Command (real-time centralized monitoring and compliance), and Vision Copilot (data science workbench for building and deploying computer vision models). The platform is offered as cloud SaaS or on-premise deployment and integrates with MES, QMS, and PLC systems across industries including medical devices, automotive, electronics, railway, critical infrastructure, and agriculture.
Product overview
Akridata offers a modular three-product AI-powered visual inspection and data intelligence platform. Vision Assist provides AI-assisted human inspection with real-time defect detection for frontline quality teams. Vision Command serves as a centralized real-time AI monitoring and compliance command center for manufacturing oversight. Vision Copilot is a collaborative data science workbench for building, training, and deploying computer vision models through data curation, automated labeling, and synthetic data generation. The three products are sold separately and modularly — organizations can start with one and expand — and are designed to integrate with existing factory systems (MES, QMS, PLCs) and be deployed in cloud or on-premise environments. Founded in 2018 as a data-centric AI company, Akridata was acquired by DIMAAG in 2026 to strengthen Physical AI capabilities across manufacturing, medical, automotive, railway, agriculture, and critical infrastructure sectors.
Differentiator
Problem solved
Functional benefit
Brands
- Vision Assist: AI-assisted human inspection system that enhances manual quality control with automated defect detection and real-time analysis for manufacturing environments.
- Vision Command
- Vision Copilot
- Data Explorer
Products and services
- Vision Assist AI-powered inspection system that augments human inspection on manufacturing lines with real-time computer vision defect detection. Uses deep learning to identify surface defects, enhances quality control accuracy, and reduces reliance on manual inspection. Targeted at frontline inspectors and quality technicians in high-mix, low-volume environments. Offered via annual subscription with cloud or on-premise deployment.
- Vision Command Real-time AI-powered command center for manufacturing oversight, providing centralized defect detection monitoring, compliance tracking, and production optimization dashboards. Automates audit-ready logging, delivers real-time alerts, and enables root cause analysis across multiple production lines and facilities. Targeted at factory heads, plant managers, QA and compliance managers, and operations leaders. Sold as an annual subscription.
- Vision Copilot Collaborative data science platform for computer vision model development, providing data visualization, curation, automated labeling, and synthetic data generation capabilities. Enables data science and ML teams to curate high-quality training datasets, accelerate model accuracy, and deploy inspection models faster with cloud-based SaaS delivery and optional on-premise deployment. Sold as a monthly subscription.
- Data Explorer Developer-friendly workbench that curates complex image and video data to improve AI model building, with patch search and text-to-image (CLIP) search capabilities. Reduces time spent on data selection and curation by 15x. Listed and available in the Azure Marketplace for enterprise customers.
- Edge Data Platform for Data-Centric AI World's first Edge Data Platform tailored for Data-Centric AI to address the exponential data needs of AI deployment at the edge, enabling edge-to-core data processing across industries. Underpins the company's data infrastructure advantage and supports the processing of multiple tens of petabytes of visual data since 2018.
Quantifiable outcome
- 40% reduction in defect rates
- +8 more outcomes
Companies that use Akridata
Customer profileNamed customers6 records
Segments6 records
Ideal customer profiles5 records
Akridata technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability10 records
Feature7 records
Akridata partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- OpenAIcoreAnnounced integration of OpenAI's CLIP technology into Akridata's platform to deliver enhanced text-to-image search and data curation experience for data scientists and data curation teams.
- Microsoft AzurecoreLaunched Data Explorer in Azure Marketplace, enabling enterprise customers to access Akridata's visual data analysis capabilities through Azure cloud infrastructure. Customers can subscribe and deploy directly via Azure Marketplace.
Scale indicators4 records
Recent moves6 records
Expansion highlights6 records
Akridata competitors and assessment
Company assessmentDirect peers
- Cognex Corporation: Cognex is a global leader in machine vision systems and industrial barcode readers used for quality inspection and defect detection in manufacturing. Direct overlap with Akridata's Vision Assist and Vision Command offerings across automotive, electronics, and industrial customers.
- Keyence Corporation: Keyence provides industrial automation and inspection solutions including machine vision systems for defect detection, measurement, and quality control. Comparable product category and direct overlap with Akridata's AI-assisted inspection capabilities.
- Landing AI: Landing AI (founded by Andrew Ng) builds computer vision and AI platforms for manufacturing quality inspection, including its LandingLens product. Highly comparable in target market (manufacturers), AI-led defect detection, and enterprise go-to-market.
- Instrumental: Instrumental provides AI-powered visual inspection and defect detection software for electronics and discrete manufacturing. Directly comparable in product category (AI visual inspection for manufacturing quality) and customer profile (enterprise manufacturers).
- MVTec Software: MVTec develops machine vision software (HALCON, MERLIC) used by manufacturers for industrial inspection, defect detection, and quality control. Direct overlap with Akridata's computer vision platform for industrial quality inspection.
- Neurala: Neurala provides AI-powered visual inspection solutions for manufacturing quality control, with focus on defect detection and production line analytics. Comparable AI-vision-for-manufacturing positioning to Akridata.
Emerging players
- Roboflow: Roboflow provides a developer-focused computer vision platform for dataset curation, labeling, training, and deployment. Closely comparable to Akridata's Vision Copilot and Data Explorer products, though more general-purpose across use cases.
Broad incumbents
- Clarifai: Clarifai offers an AI platform for computer vision, natural language, and data labeling used across enterprise use cases including manufacturing. Broadly comparable AI platform positioning, with overlap in visual data labeling and curation.
- Scale AI: Scale AI provides data labeling, dataset curation, and AI evaluation services used to build computer vision and multimodal models. Comparable to Akridata's data labeling and curation capabilities in Vision Copilot and Data Explorer.
- Teledyne FLIR: Teledyne FLIR provides industrial thermal imaging, machine vision cameras, and inspection solutions used across manufacturing, infrastructure, and rail. Overlaps with Akridata on the hardware/imaging side of automated visual inspection.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights7 records
Customer concentration
Akridata social profiles
Digital presenceAkridata compliance and trust
Trust signalCompliance4 records
Akridata financial estimates
Financial estimateRevenue estimate
Valuation estimate
Akridata leadership team
Management profileNumber of profiles
Profiles7 records
Akridata funding detail
Funding detailFunding overview
Funding rounds5 records
Investors8 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Akridata 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 Akridata
What does Akridata do?
Akridata sells an AI-powered visual inspection software platform that uses computer vision and deep learning to detect defects in manufacturing, combining three modular products: Vision Assist (AI-assisted human inspection), Vision Command (real-time centralized monitoring and compliance), and Vision Copilot (data science workbench for building and deploying computer vision models). The platform is offered as cloud SaaS or on-premise deployment and integrates with MES, QMS, and PLC systems across industries including medical devices, automotive, electronics, railway, critical infrastructure, and agriculture.
Is Akridata a public or private company?
Akridata is a private company. It is classified as corporate owned and is currently acquired.
When was Akridata founded?
Akridata was founded in 2018. It employs 51 to 100 people.
Where is Akridata based?
Akridata is headquartered in Los Altos, United States, in the North America region.
How does Akridata make money?
Three revenue lines are on record. SaaS Subscription is the primary driver. The others are on-Premise Deployment and professional Services.
Who are Akridata's main competitors?
Direct peers on record are Cognex Corporation, Keyence Corporation, Landing AI, Instrumental, MVTec Software and Neurala. Roboflow is listed as an emerging player. Broad incumbents are Clarifai, Scale AI and Teledyne FLIR.
Does Akridata have an API?
Yes. Vision Copilot offers API-based access for integration, allowing teams to programmatically connect to the platform for training and exporting models. No coding is required for the standard UI-based offering, but API access is available for developers seeking programmatic control.
What industry is Akridata in?
Akridata's product category is AI-Powered Visual Inspection Software. Its primary akta.pro industry code is HDAAAEAG, Industrial Vision & Quality Inspection, with a secondary code of IMAHAHAJ, Industrial Automation Software (SCADA, HMI, MES, Historian). Its NAICS code is 334513 and its SIC code is 3823.