What Centific Inc does

Centific Inc is a Redmond, Washington-based AI data foundry company founded in 2020 that supplies data, analytics, and AI infrastructure to enterprises and frontier AI model labs. The company operates as a critical development and deployment partner for OpenAI, Microsoft, Google, Nvidia, Anthropic, and AWS, providing the data substrate on which foundation models and enterprise AI systems are trained, aligned, and evaluated.

The company's product portfolio centers on the AI Data Foundry — an end-to-end orchestration platform spanning automated labeling, RLHF pipelines, multimodal data generation (vision, speech, text, sensor, and interaction data), and internationalization across 200+ languages. Adjacent platforms include the Data Marketplace (enterprise dataset access), Data Canvas (operations command center), OneForma (human intelligence API), Multilingual AI (translation/localization), and RL Environments-as-a-Service (industry-authentic RL environments for agent training). Supporting these platforms is a curated expert network of robotics engineers, medical fellows, radiologists, financial analysts, mathematicians, and software engineers that produces domain-authentic training data unavailable from commodity labeling vendors.

Centific monetizes through enterprise B2B platform subscriptions, professional services for RLHF and model alignment, and dataset licensing — all delivered via custom quote-based contracts. Go-to-market is enterprise field sales with "Book a Demo" as the primary conversion action, complemented by self-service access through the Data Marketplace and a content-led demand generation strategy built on arXiv research publications, technical blog content, and industry events. Customer segments include AI model labs and hyperscalers (primary), and domain-specific verticals in physical AI/robotics, healthcare AI, and vision AI/autonomous systems. The company employs 1,001–5,000 staff and closed a $60 million Series A led by Granite Asia in June 2025.

Name

Centific Inc

Legal name

Centific Inc

Website

https://centific.com

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

1,001–5,000 employees

Short description

Centific is an AI data foundry providing end-to-end data orchestration, RLHF, multimodal dataset generation, and human-in-the-loop evaluation services for AI model labs and enterprises including OpenAI, Microsoft, Google, Nvidia, Anthropic, and AWS.

Ownership category

akta.pro rank

Product category

AI Data Infrastructure

NAICS

Software Publishers (5132), Computer Systems Design and Related Services (54151), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210), Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Privacy-Preserving Data (De-identification, Anonymization, PII Redaction) (HDAAALAG)

akta.pro secondary industries

Model Development & Training Platforms (AutoML, Notebooks, Feature Stores) (HDAEANAB), AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)

Keywords

• AI data platform
• RLHF services
• Enterprise data annotation
• Multilingual AI data
• AI training data

Headquarters

HQ city

Redmond

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. AI Data Platform Services: B2B platform services providing data orchestration, marketplace access, and AI infrastructure to model labs and enterprises
2. Human Intelligence Services: RLHF, preference optimization, human evaluation, and expert domain services - professional services for model alignment and safety
3. Data Products & Licensing: Enterprise-grade datasets and data licensing through the Data Marketplace

Pricing tiers

Go-to-market motion1 record

Distribution channels3 records

Marketing channels5 records

Core offering

Centific is an AI data foundry that provides end-to-end AI data orchestration platforms and human-intelligence services for training, aligning, and deploying production-grade AI systems. Its offerings include enterprise-grade datasets (Data Marketplace), a unified data operations command center (Data Canvas), an end-to-end orchestration platform (AI Data Foundry), an API for human intelligence (OneForma), multilingual localization (Multilingual AI), and RL Environments-as-a-Service for training enterprise AI agents. The company primarily serves AI model labs, hyperscalers, and enterprises building AI applications across physical AI, healthcare, and vision domains.

Product overview

Centific is an AI data foundry company offering a portfolio of platforms designed to build, train, fine-tune, and deploy production-grade AI systems. The core offering includes four interconnected platforms: Data Marketplace (enterprise dataset access), Data Canvas (unified operations command center), AI Data Foundry (end-to-end data orchestration), and OneForma (human intelligence API). Supporting these are specialized verticals for Physical AI, Healthcare AI, and Vision AI, along with RL Environments-as-a-Service for agent training and Multilingual AI for global localization. The company also provides expert network services and research capabilities including benchmarks for internationalization, audio, vision, agentic RL, physical AI, healthcare, and AI safety.

Differentiator

Problem solved

Functional benefit

Brands

• Multilingual AI: Translation and localization platform providing multilingual AI services across 200+ languages and regional variants.

Products and services

• Data Marketplace Enterprise-grade dataset marketplace providing access to curated AI training data for model development and deployment, for enterprise AI developers and data teams.
• Data Canvas Unified command center for AI data operations providing orchestration and management of data workflows across the AI pipeline, for enterprise AI engineering and operations teams.
• AI Data Foundry End-to-end AI data orchestration platform for frontier models, powering the complete data lifecycle from collection to deployment, for AI model labs and enterprise AI teams.
• OneForma API platform for human intelligence providing programmatic access to Centific's expert network and annotation capabilities, for developers integrating human-in-the-loop AI workflows.
• Multilingual AI Translation and localization platform enabling AI systems to operate across 200+ languages with cultural awareness, covering culture, context, tone, and compliance, for global AI product teams.
• RL Environments-as-a-Service (RLEaaS) Industry-authentic training infrastructure for enterprise AI agents providing high-fidelity reinforcement learning environments with human-in-the-loop agents, for organizations building physical AI, robotics, workflow automation, and decision systems.

Quantifiable outcome

• Over 40% reduction in annotation time for underrepresented languages using AI-assisted framework
• +3 more outcomes

Named customers4 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability12 records

Feature9 records

Partnerships

Seven partnerships are on record, tiered core and regional.

• OpenAIcoreStrategic or Co-development PartnerCritical development and deployment partner for AI labs and hyperscalers including OpenAI, Microsoft, Google, Nvidia, Anthropic, and AWS since founding in 2020.
• MicrosoftcoreStrategic or Co-development PartnerMajor hyperscaler customer and partner; Centific enabled systematic measurement of harm within foundational models while tracking model iterations.
• GooglecoreStrategic or Co-development PartnerCritical AI lab partner for which Centific provides data infrastructure services.
• NvidiacoreStrategic or Co-development PartnerKey hyperscaler and AI lab partner receiving data services from Centific.
• AnthropiccoreStrategic or Co-development PartnerAI safety-focused lab partner receiving data infrastructure services from Centific.
• Amazon Web ServicescoreStrategic or Co-development PartnerMajor hyperscaler partner for which Centific provides AI data services.
• Centific Global TechnologiesregionalStrategic or Co-development PartnerJharkhand's government institutions partnering with Centific Global Technologies for AI education and cybersecurity training initiatives.

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• CloudFactory: CloudFactory provides managed data labeling and human-in-the-loop teams for ML pipelines. It competes with Centific on enterprise data annotation services, particularly for computer vision and NLP use cases.
• Samasource (Sama): Sama provides high-quality data annotation and validation for computer vision and foundation model use cases, with a focus on complex domains like autonomous driving. It competes with Centific in Vision AI and multimodal data services.
• iMerit: iMerit provides data labeling, content services, and annotation for AI/ML pipelines across healthcare, autonomous systems, and geospatial. It overlaps with Centific's domain-expert data services for complex enterprise verticals.
• Scale AI: Scale AI is the most direct competitor to Centific, providing data labeling, RLHF, and evaluation services for foundation model developers. Both companies serve OpenAI, Microsoft, and other frontier AI labs with data infrastructure for training and alignment.
• Surge AI: Surge AI specializes in RLHF, human evaluation, and preference data for frontier AI labs. It competes head-to-head with Centific on expert rater networks and high-quality alignment datasets used by foundation model developers.
• Appen Limited: Appen provides training data, data annotation, and human-in-the-loop services across 200+ languages, directly overlapping Centific's multilingual data and labeling offerings for global enterprise AI deployments.
• Labelbox: Labelbox provides a data-centric AI platform for labeling, evaluation, and orchestration of training data. It overlaps with Centific's Data Canvas and AI Data Foundry for enterprise teams building production ML pipelines.
• Toloka AI: Toloka AI offers crowdsourced data labeling, RLHF, and human evaluation at scale, with a strong multilingual crowd. It competes with Centific on cost-efficient labeling for foundation models and enterprise AI.
• Snorkel AI: Snorkel AI provides a data-centric AI platform using programmatic labeling and weak supervision. It competes with Centific in helping enterprises build training datasets for foundation-model fine-tuning and domain adaptation.

Emerging players

• Defined.ai: Defined.ai offers a data marketplace and ethically sourced training datasets for AI, including RLHF and multilingual content. It competes partially with Centific's Data Marketplace on pretrained data products.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/CentificGlobal
• LinkedInlinkedin.com/company/centificglobal

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Subsidiaries1 record

Funding overview

Funding rounds1 record

Investors1 record

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 Centific Inc