Molar Intelligence
Molar Intelligence (整数智能/MolarData) is a Hangzhou-based AI data annotation platform serving automotive, autonomous driving, and academic customers with multi-modal tools spanning image, point cloud, 4D, text, RLHF, audio, and video.
- Company typePrivate
- Founded2021
- HeadquartersHangzhou, China
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
Molar Intelligence firmographics
Firmographics- Name
- Molar Intelligence
- Legal name
- 整数智能
- Website
- https://molardata.com
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Molar Intelligence (整数智能/MolarData) is a Hangzhou-based AI data annotation platform serving automotive, autonomous driving, and academic customers with multi-modal tools spanning image, point cloud, 4D, text, RLHF, audio, and video.
- Ownership category
- akta.pro rank
Molar Intelligence industry classification
Industry- Product category
- AI Data Annotation Platform
- NAICS
- Software Publishers (5132), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Processing & Data Preparation (7374)
- akta.pro primary industry
- Privacy-Preserving Data (De-identification, Anonymization, PII Redaction) (HDAAALAG)
- akta.pro secondary industries
- Generative AI & LLM Solutions Services (RAG, Agents, Copilots) (BPAEAHAG), Fine-Tuning, Adaptation & Custom Model Training (PEFT/LoRA/RLHF) (HDAAACAC)
Keywords
Where Molar Intelligence is headquartered
LocationHeadquarters
- HQ city
- Hangzhou
- HQ country
- China
- HQ region
- Asia
Offices1 record
Markets served
Molar Intelligence business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- Data Annotation Services: AI-powered data annotation platform providing annotation tools and services for AI enterprises. The platform enables cost-effective, high-precision, and fast data production through intelligent automation.
- Enterprise Data Solutions: Custom data engineering solutions for enterprise AI projects requiring specialized annotation, quality assurance, and professional services.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Free trial available for initial evaluation |
Go-to-market motion2 records
Distribution channels2 records
Marketing channels2 records
Molar Intelligence product offering
Product offeringCore offering
Molar Intelligence (整数智能/MolarData) provides an intelligent data engineering platform for AI enterprises that integrates frontier large language models to enable low-cost, high-precision, and fast data production. The platform offers a suite of AI-powered annotation tools spanning image, point cloud, 4D, text, RLHF (Reinforcement Learning from Human Feedback), audio phoneme, and video multimodal modalities, with a smart review system for automated quality assurance. It serves organizations needing training datasets for computer vision, NLP, autonomous driving, and other AI applications.
Differentiator
Problem solved
Functional benefit
Products and services
- MolarData Intelligent Data Engineering Platform
Quantifiable outcome
- 6.8x faster data engineering completion
- +4 more outcomes
Companies that use Molar Intelligence
Customer profileNamed customers13 records
Segments1 record
Ideal customer profiles3 records
Molar Intelligence 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
Molar Intelligence partnerships and signals
Strategic signalScale indicators6 records
Molar Intelligence competitors and assessment
Company assessmentDirect peers
- SuperAnnotate: SuperAnnotate offers an AI annotation platform with multimodal tools, workforce management, and model-assisted labeling for computer vision and NLP. It is a direct functional competitor to MolarData's intelligent annotation toolset across image, video, and text.
- Labelbox: Labelbox provides an AI data platform with annotation tools, model-assisted labeling, and workflow orchestration for ML teams. It competes head-to-head with MolarData's platform positioning, particularly around image, video, and 3D workflows for AI enterprises.
- Surge AI: Surge AI focuses on high-quality RLHF and NLP data labeling for foundation-model developers, with strong emphasis on expert human feedback. It directly overlaps with MolarData's RLHF and text annotation tools targeting AI labs.
- iMerit: iMerit is a data annotation and AI services company serving automotive, medical, and agricultural AI customers with skilled annotation workforces. It competes with MolarData in the same enterprise AI data services space, especially on autonomous driving and computer vision.
- Scale AI: Scale AI is a leading AI data annotation and evaluation platform serving foundation-model labs and enterprises with RLHF and multimodal labeling at scale. It is the most direct global comparison to MolarData's AI-powered annotation platform across image, text, 3D, and RLHF modalities.
- V7 (V7 Labs): V7 provides an AI-assisted image and document annotation platform targeted at computer-vision teams, with strong emphasis on model-in-the-loop labeling. It is a direct peer to MolarData's image annotation and smart annotation capabilities.
Broad incumbents
- CloudFactory: CloudFactory delivers managed workforce solutions for AI data labeling across computer vision and NLP, combining human teams with tooling. It overlaps with MolarData's enterprise data solutions motion but with a stronger services-led delivery model.
- Appen: Appen is a long-standing public data annotation and dataset supplier spanning image, text, speech, and video. It overlaps with MolarData's core data annotation offering but operates as a much larger incumbent with a more BPO-style delivery model rather than MolarData's AI-tool-led approach.
Emerging players
- BasicAI: BasicAI offers an annotation platform and workforce for multi-sensor data including LiDAR, image, and audio, targeted at autonomous driving and robotics. It is an emerging competitor relevant to MolarData's 3D point cloud and autonomous driving use cases.
- Datasaur: Datasaur provides an NLP data labeling platform with LLM-assisted labeling features, targeting ML teams and LLM developers. It overlaps with MolarData's text annotation and RLHF capabilities, although with a narrower NLP focus.
Market position
Customer concentration
Molar Intelligence financial estimates
Financial estimateRevenue estimate
Valuation estimate
Molar Intelligence leadership team
Management profileNumber of profiles
Molar Intelligence funding detail
Funding detailFunding overview
Funding rounds2 records
Investors3 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Molar Intelligence 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 Molar Intelligence
What does Molar Intelligence do?
Molar Intelligence (整数智能/MolarData) provides an intelligent data engineering platform for AI enterprises that integrates frontier large language models to enable low-cost, high-precision, and fast data production. The platform offers a suite of AI-powered annotation tools spanning image, point cloud, 4D, text, RLHF (Reinforcement Learning from Human Feedback), audio phoneme, and video multimodal modalities, with a smart review system for automated quality assurance. It serves organizations needing training datasets for computer vision, NLP, autonomous driving, and other AI applications.
Is Molar Intelligence a public or private company?
Molar Intelligence is a private company. It is classified as venture growth investor backed and is currently operating.
When was Molar Intelligence founded?
Molar Intelligence was founded in 2021. It employs 51 to 100 people.
Where is Molar Intelligence based?
Molar Intelligence is headquartered in Hangzhou, China, in the Asia region.
How does Molar Intelligence make money?
Two revenue lines are on record. Data Annotation Services are the primary driver. The others are enterprise Data Solutions.
Who are Molar Intelligence's main competitors?
Direct peers on record are SuperAnnotate, Labelbox, Surge AI, iMerit, Scale AI and V7 (V7 Labs). Broad incumbents are CloudFactory and Appen. Emerging players are BasicAI and Datasaur.
Does Molar Intelligence have an API?
No public API is recorded for Molar Intelligence.
What industry is Molar Intelligence in?
Molar Intelligence's product category is AI Data Annotation Platform. Its primary akta.pro industry code is HDAAALAG, Privacy-Preserving Data (De-identification, Anonymization, PII Redaction), with a secondary code of BPAEAHAG, Generative AI & LLM Solutions Services (RAG, Agents, Copilots). Its NAICS code is 5132 and its SIC code is 7372.