Thoth

What Thoth does

Thoth AI operates as a global AI data solutions company headquartered in San Mateo, California, with R&D operations in Silicon Valley and additional offices in Kuala Lumpur, Malaysia and Singapore. The company provides a portfolio of expert-driven services that span the AI lifecycle, including data collection and annotation across text, image, audio, and video modalities; Reinforcement Learning with Human Feedback (RLHF) for generative AI alignment; model evaluation and red-teaming; and trust & safety content moderation. These services are positioned to support AI teams building LLMs, VLMs, multimodal systems, and applied AI in domains such as robotics. The company also operates a parallel CX Management business line covering multilingual customer service, product testing, and global system implementation support.

The company's underlying capability combines automated annotation pipelines with certified subject matter experts, and the company states it operates across 185 countries in 231 languages and dialects with what it describes as a global workforce of 150,000+ supporting worldwide operations. Documented performance metrics include 99% accuracy in gaming content moderation with under 3% monthly attrition, 99.56% accuracy in an e-commerce platform governance project, onboarding of qualified workforce in under three weeks, and a 50-reviewer 24/7 operation processing over 1 million weekly content items in a gaming case study. Note that third-party firmographic data lists 51-100 employees with a Singapore domicile, creating a material inconsistency with the company's self-reported scale.

Thoth AI runs a B2B professional services model with quote-based enterprise pricing, multi-year contracts, and direct field sales targeting AI/ML teams and technology companies. The company exhibits at industry events such as NexTech Week Tokyo and supports go-to-market via a content-driven approach including vertical case studies, a blog, and LinkedIn thought leadership. The firm does not disclose revenue, funding history, ownership structure, leadership team, patents, or certifications in available sources, and no M&A, partnership, or leadership-change activity is documented.

Name

Thoth

Website

https://aithoth.com

Company type

Private

Operating status

Operating

Headcount range

51–100 employees

Short description

Thoth AI is a global AI data solutions company providing data collection, annotation, RLHF, model evaluation, and trust & safety services to enterprise AI teams across 185 countries and 231 languages.

Ownership category

akta.pro rank

Product category

AI Data Solutions and Content Moderation Services

NAICS

Custom Computer Programming Services (541511)

SIC

Services-Computer Programming Services (7371)

akta.pro primary industry

AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)

akta.pro secondary industries

Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Safety, Alignment & Content Moderation (Guardrails, Red Teaming) (HDAAACAI), Safety & Alignment Evaluation (red-teaming, harmful capability testing) (HDAAAMAL), AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

Keywords

• AI data annotation
• Content moderation services
• Generative AI services
• Model evaluation services
• RLHF training data

Headquarters

HQ city

Singapore

HQ country

Singapore

HQ region

Asia

Offices3 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. AI Data Solutions Services: Professional services revenue from providing data collection, annotation, Generative AI, RLHF, and model evaluation services to enterprise AI teams. Services are tailored to support foundation model training and domain-specific applications.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels4 records

Core offering

Thoth AI provides AI data solutions and content moderation services for enterprise AI teams. The company delivers data collection and annotation across text, image, audio, and video; Generative AI and RLHF services; model evaluation frameworks; and Trust & Safety content moderation for gaming, e-commerce, and social media platforms. It also offers CX Management services including multilingual customer support, product testing, and global system implementation.

Product overview

Thoth AI is a global AI data solutions company with R&D operations in Silicon Valley, offering a portfolio of expert-driven solutions that support every stage of AI model development from data preparation to deployment. The portfolio consists of AI Data Solutions (Data Collection & Annotation, Generative AI & RLHF, Model Evaluation, Trust & Safety) and CX Management solutions (Multilingual Customer Service, Product Testing, Global System Implementation & Operation Support). The core offering transforms experimental AI models into reliable, scalable, and safe systems by providing high-quality datasets, evaluation frameworks, and operational support for advanced models including LLMs, VLMs, multimodal systems, and applied AI used in real-world products such as robotics. The company operates across 185 countries in 231 languages and dialects with over 150,000 employees globally.

Differentiator

Problem solved

Functional benefit

Products and services

• Data Collection & Annotation

Quantifiable outcome

• 99% overall accuracy in gaming content moderation with <3% monthly attrition
• +3 more outcomes

Named customers1 record

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability10 records

Feature5 records

Scale indicators8 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Scale AI: Scale AI is the leading AI data labeling and evaluation platform, offering annotation, RLHF, and model evaluation services to foundation-model labs — directly overlapping with Thoth's core AI data solutions portfolio.
• Appen: Appen is a global data annotation and crowdsourcing company serving enterprise AI teams across text, image, audio, and video — closely mirroring Thoth's multilingual, multi-modal data services and global delivery model.
• Surge AI: Surge AI provides expert-labeled data and RLHF services for frontier-model training, with a strong focus on quality and human preference data — a direct competitor for Thoth's RLHF and model evaluation offerings.
• iMerit: iMerit delivers managed AI data annotation and content moderation services with a global workforce, competing directly with Thoth in data labeling, RLHF, and trust & safety engagements.
• Sama: Sama provides AI data annotation and model validation services with ethical-workforce positioning — overlapping with Thoth's data collection, annotation, and quality-focused positioning in foundation-model training pipelines.
• Defined.ai: Defined.ai offers pre-built and custom AI training datasets with a marketplace for ethical, licensed data — competing with Thoth in data collection, annotation, and multilingual dataset supply.
• CloudFactory: CloudFactory provides managed AI data annotation teams for computer vision and NLP applications — overlapping with Thoth in data labeling, workforce-as-a-service, and AI data operations.

Broad incumbents

• TELUS International (Lionbridge AI): TELUS International (which acquired Lionbridge AI) is a large incumbent digital and AI data services provider with multilingual global delivery — a broad competitor to Thoth across annotation, CX, and AI evaluation.
• Cognizant: Cognizant is a global IT services incumbent that has expanded into AI data, model engineering, and trust & safety work — competing for the same enterprise AI services wallet as Thoth from a much broader portfolio.

Emerging players

• TaskUs: TaskUs provides digital outsourcing including trust & safety and content moderation services for digital platforms — a partial overlap with Thoth's Trust & Safety and content moderation offerings.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat3 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xx.com/AiThoth
• Facebookfacebook.com/aiTHOTH
• LinkedInlinkedin.com/company/aithoth
• Instagraminstagram.com/aitho.th

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

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

M&A

Investments

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

Frequently asked questions about Thoth