Asymptotic AI
- Company typePrivate
- Founded2019
- HeadquartersGöteborg, Sweden
- Headcount—
- GTM typeB2B
- OfferingSoftware
Asymptotic AI firmographics
Firmographics- Name
- Asymptotic AI
- Legal name
- Asymptotic AB
- Website
- https://asymptotic.ai
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Ownership category
- akta.pro rank
Asymptotic AI industry classification
Industry- Product category
- AI & Machine Learning Platforms
- NAICS
- Software Publishers (513210), Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industries
- Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH), AI/ML Engineering & Model Development Services (BPAEAHAF), AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
Keywords
Where Asymptotic AI is headquartered
LocationHeadquarters
- HQ city
- Göteborg
- HQ country
- Sweden
- HQ region
- Europe
Offices1 record
Markets served
Asymptotic AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure
Revenue model
- AI Services and Solutions: Providing AI services as either stand-alone solutions or integrated packages, customized to specific customer requirements. Services include data collection, annotation, AI deployment, consultancy, and research support.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Customized enterprise solutions |
Go-to-market motion1 record
Distribution channels1 record
Marketing channels5 records
Asymptotic AI product offering
Product offeringCore offering
Asymptotic AI builds AI software platforms and provides AI services focused on big data analytics, computer vision, deep learning, and natural language processing. Its primary software offerings are SnapXS (a petabyte-scale data management suite) and AiQu (an AI workload scheduler), sold together as an MLOps stack through the AIXIA joint venture with CGIT. The company also publishes the PREPER dataset for safety evaluation of AI perception systems in autonomous vehicles, and delivers tailored data collection, annotation, deployment, consultancy, and research services via direct enterprise sales.
Product overview
Asymptotic AI offers a portfolio of AI products and services focused on autonomous driving and big data analytics. The core product offerings include SnapXS (data management software suite) and AiQu (AI workload scheduler), both offered through the AIXIA joint venture as a complete MLOps platform available as service or on-premise. The company also provides the PREPER dataset for safety evaluation of AI perception systems. Supporting services include data collection with innovative sensor design, AI deployment, consultancy, and research services. The company emphasizes adaptability, offering solutions as stand-alone products or integrated packages customized to specific requirements.
Differentiator
Problem solved
Functional benefit
Brands
- SnapXS: Data management software suite that enables efficient use of big data in AI ecosystems. Provides easy access to petabytes of data and annotations, with search, filtering, and data sharing capabilities.
- AiQu
- PREPER
Products and services
- SnapXS Data management software suite that enables efficient use of big data in AI ecosystems, providing easy access to petabytes of data and annotations with search, filtering, and data sharing capabilities; sold through the AIXIA joint venture for enterprise AI teams.
- AiQu Advanced scheduler built for AI workloads that reduces the complexity of planning and using compute resources for deep learning teams and IT organizations; sold through the AIXIA joint venture, available as a service or on-premise.
- PREPER Dataset Pre-crash perception dataset providing 160 pre-crash sequences of two passenger cars in rural and city scenarios, including camera data, lidar data, and target poses with KPIs, for safety evaluation and benchmarking of object detection in AI-driven visual perception systems for road vehicles.
- Data Collection Services
- AI Deployment Services End-to-end AI deployment services for implementing and operationalizing AI solutions in production environments, delivered as stand-alone engagements or as part of integrated packages.
- Consultancy Services Expert AI consulting services that help enterprise and research customers design, implement, and optimize AI solutions tailored to their specific industry and use-case requirements.
- Research Services AI research services supporting academic and industry research projects, including collaborations with institutions such as Chalmers, RISE, and SAFER for safety-driven data labelling and AD/ADAS perception research.
Companies that use Asymptotic AI
Customer profileNamed customers5 records
Segments2 records
Ideal customer profiles2 records
Asymptotic AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability9 records
Feature8 records
Asymptotic AI partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered core and major.
- CGITcoreJoint venture partner in AIXIA, offering machine learning operation solutions including AiQu scheduler and SnapXS data management platform to companies and organizations working with AI.
- REVERE (Resource for Vehicle Research at Chalmers)coreREVERE is a research facility focusing on automotive-related research including self-driving vehicles, active safety and vehicle dynamics. Provided main data collection car (ego vehicle) for PREPER dataset testing at AstaZero track.
- AstaZerocoreSwedish national research arena for future road safety. Hosted PREPER dataset testing at rural and city areas of the AstaZero test track in December 2020 and January 2021.
- IGLAD (Initiative for Global harmonisation of Accident Data)coreIGLAD was initiated in 2010 by European car manufacturers as an initiative for harmonisation of global in-depth traffic accident data. Asymptotic AI joined as member to strengthen automotive safety development using real-world accident data.
- SAFER – Vehicle and Traffic Safety Centre at ChalmerscoreAsymptotic AI joined SAFER to contribute to sustainable and safe transport system. Company provides tools for data quality checking, robustness control, edge case analysis and anomaly detection in collaborative research projects towards vision of zero accidents.
- Chalmers University of TechnologycoreAcademic research partner through OpenResearch Programme collaboration. Supports research on safety-driven data labelling platform for safe and responsible AI in AD and ADAS.
- RISE Research Institutes of SwedenmajorResearch partner through OpenResearch Programme collaboration supporting safety dataset development for AI perception functions in autonomous driving.
Scale indicators2 records
Recent moves6 records
Expansion highlights5 records
Asymptotic AI competitors and assessment
Company assessmentDirect peers
- Hopsworks: Stockholm-based MLOps platform specializing in feature stores for production AI, closely comparable to Asymptotic's SnapXS data management platform and Nordic AI infrastructure positioning.
- Valohai: Nordic MLOps platform providing an AI workload scheduler and pipeline orchestration for deep learning teams — directly comparable to AIXIA's AiQu scheduler and SnapXS offering.
- Scale AI: Provides data labeling, dataset curation, and AV evaluation datasets — comparable to Asymptotic's PREPER dataset, active learning labeling, and perception benchmarking capabilities.
- Encord: Data labeling and curation platform with strong focus on computer vision and autonomous driving — comparable in active learning labeling and AV dataset productization.
- Labelbox: Enterprise data labeling platform for AI training data with multimodal support — comparable to Asymptotic's data collection, annotation, and big-data search capabilities.
- Weights & Biases: Leading MLOps platform for experiment tracking, model management, and dataset versioning — comparable in targeting deep learning teams with end-to-end platform tooling.
- Neptune.ai: Experiment management and MLOps metadata store for ML teams — comparable to AIXIA's MLOps positioning around model lifecycle and AI workload management.
Broad incumbents
- Applied Intuition: Large, well-funded provider of simulation and validation tools for autonomous driving — addresses the same OEM/Tier-1 safety and perception validation market as Asymptotic, but with broader scope and deeper commercial scale.
- DataRobot: Enterprise AI/ML platform offering end-to-end MLOps, model deployment, and AI services — comparable broad incumbent in the enterprise AI platform space that competes for similar B2B AI platform budgets.
- Motional (nuScenes): Operator of the widely-used nuScenes autonomous driving dataset — comparable dataset-side productization for AV perception benchmarking, though backed by a much larger commercial entity.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
Asymptotic AI social profiles
Digital presenceAsymptotic AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Asymptotic AI leadership team
Management profileNumber of profiles
Profiles3 records
Asymptotic AI subsidiaries and ownership
Company hierarchySubsidiaries1 record
Asymptotic AI funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Asymptotic AI 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 Asymptotic AI
What does Asymptotic AI do?
Asymptotic AI builds AI software platforms and provides AI services focused on big data analytics, computer vision, deep learning, and natural language processing. Its primary software offerings are SnapXS (a petabyte-scale data management suite) and AiQu (an AI workload scheduler), sold together as an MLOps stack through the AIXIA joint venture with CGIT. The company also publishes the PREPER dataset for safety evaluation of AI perception systems in autonomous vehicles, and delivers tailored data collection, annotation, deployment, consultancy, and research services via direct enterprise sales.
Is Asymptotic AI a public or private company?
Asymptotic AI is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Asymptotic AI founded?
Asymptotic AI was founded in 2019.
Where is Asymptotic AI based?
Asymptotic AI is headquartered in Göteborg, Sweden, in the Europe region.
How does Asymptotic AI make money?
One revenue line is on record: AI Services and Solutions.
Who are Asymptotic AI's main competitors?
Direct peers on record are Hopsworks, Valohai, Scale AI, Encord, Labelbox, Weights & Biases and Neptune.ai. Broad incumbents are Applied Intuition, DataRobot and Motional (nuScenes).
Does Asymptotic AI have an API?
No public API is recorded for Asymptotic AI.
What industry is Asymptotic AI in?
Asymptotic AI's product category is AI & Machine Learning Platforms. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAEANAH, Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs). Its NAICS code is 513210 and its SIC code is 7372.