Powering Model Labs & Enterprise AI

AI Data Marketplace

Build smarter AI

Translation & Localization

Multilingual AI

Platforms

Data Marketplace

Data Canvas

AI Data Foundry

OneForma

AI Localization

Expert Network

Join our Expert Network

Build & Train AI

Data Collection & Creation

RLHF & Preference Optimization

Supervised Fine Tuning

Model Safety & Evaluation

Internationalization

Vertical AI

Robotics

Healthcare

Vision AI

Explore our full suite of AI platforms, data marketplaces, and expert services designed to build, train, fine-tune, and deploy reliable, production-grade AI systems at scale.

Platforms

Data Marketplace

Data Canvas

AI Data Foundry

OneForma

AI Localization

Expert Network

Join our Expert Network

Build & Train AI

Data Collection & Creation

RLHF & Preference Optimization

Supervised Fine Tuning

Model Safety & Evaluation

Internationalization

Vertical AI

Robotics

Healthcare

Vision AI

Explore our full suite of AI platforms, data marketplaces, and expert services designed to build, train, fine-tune, and deploy reliable, production-grade AI systems at scale.

Platforms

Data Marketplace

Data Canvas

AI Data Foundry

OneForma

AI Localization

Expert Network

Join our Expert Network

Build & Train AI

Data Collection & Creation

RLHF & Preference Optimization

Supervised Fine Tuning

Model Safety & Evaluation

Internationalization

Vertical AI

Robotics

Healthcare

Vision AI

Explore our full suite of AI platforms, data marketplaces, and expert services designed to build, train, fine-tune, and deploy reliable, production-grade AI systems at scale.

Platforms

Data Marketplace

Data Canvas

AI Data Foundry

OneForma

AI Localization

Expert Network

Join our Expert Network

Build & Train AI

Data Collection & Creation

RLHF & Preference Optimization

Supervised Fine Tuning

Model Safety & Evaluation

Internationalization

Vertical AI

Robotics

Healthcare

Vision AI

Explore our full suite of AI platforms, data marketplaces, and expert services designed to build, train, fine-tune, and deploy reliable, production-grade AI systems at scale.

Book a Demo

Benchmarking built for the

Powering AI with

Benchmarking built for the

the next era of AI.

Move beyond generic leaderboards. Centific's custom GenAI benchmarks diagnose real model weaknesses, prescribe targeted data strategies, and accelerate measurable AI improvement.

View Benchmarks

Methodology

46,701

QA Pairs

25+

Models Tested

900+

Clinical tasks

13.73

Avg Turns / Sim

Approach

Commercial Flywheel

A continuous improvement cycle that transforms evaluation into actionable intelligence

Diagnose

Run frontier models against proprietary benchmarks to expose precise capability gaps.

Prescribe

Translate failure patterns into targeted training data specifications.

Deliver

Execute data collection and annotation at scale with global expertise.

Validate

Re-run benchmarks to quantify improvement and prove measurable ROI.

Continuous Loop

Methodology

Why Custom Benchmarks?

Addressing what evaluation needs to become in the age of frontier models

Contamination-Proof

Proprietary datasets never exposed to training pipelines — scores reflect true generalization.

Vertically Deep

Evaluation built around real industry workflows spanning healthcare, finance, legal, and retail.

Expert-Evaluated

Judged by domain specialists whose assessment captures nuance automated metrics miss.

Diagnostically Rich

Granular failure taxonomies that map directly to training data interventions.

Reasoning-Focused

Multi-step inference separating models that understand from those that memorize.

Commercial Flywheel

Diagnose, prescribe, deliver, validate. A self-reinforcing cycle that proves ROI.

100%

Proprietary test sets

72.4%

SME agreement rate

25+

Models evaluated

Benchmarks

Featured leaderboards

Addressing what evaluation needs to become in the age of frontier models

FLINT Benchmark

AI safety red-teaming: Can frontier models withstand sophisticated, multi-step adversarial attacks while maintaining robust guardrails?

Top Model

Updated Feb 2026

Gemini-2.5-Pro

68.1%

Models

46,701 QA Pairs

Tasks

Audio

Type

Medical Audio

Multi-Turn QA

7 QA Categories

View leaderboard

Clinical Audio Reasoning Benchmark

Evaluating frontier models on medical audio reasoning across heart sounds, lung auscultations, cough patterns, and clinical conversations.

Top Model

Updated Feb 2026

Gemini-2.5-Pro

68.1%

Models

46,701 QA Pairs

Tasks

Audio

Type

Medical Audio

Multi-Turn QA

7 QA Categories

View leaderboard

Diagnose Prescribe Validate

Benchmarking real-world medical AI agents, not just models.MedART evaluates how AI systems reason, act, and make decisions inside live EHR environments, exposing the capability gaps that matter before deployment.

Top Model

Updated Feb 2026

Gemini-2.5-Pro

68.1%

Models

46,701 QA Pairs

Tasks

Audio

Type

Medical Audio

Multi-Turn QA

7 QA Categories

View leaderboard

Security

Robust data security and confidentiality

across enterprise, regulated, and mission-critical AI systems.

Disciplined security and privacy practices aligned with global standards to protect sensitive data, intellectual property, and model assets throughout the AI lifecycle.

Centific applies rigorous security, access control, and auditability standards to safeguard enterprise data, human workflows, and AI systems at scale.

ISO 27001

Enterprise-grade information security governance. Enterprise-grade information security governance. Enterprise-grade information security governance

SOC2

HIPAA

GDPR

ISO 27001

Enterprise-grade information security governance. Enterprise-grade information security governance. Enterprise-grade information security governance

SOC2

HIPAA

GDPR

FAQ

We help you find answers

to your questions.

Any more questions?

What is Centific and who is it built for?

Centific is an enterprise-grade AI data and human-in-the-loop platform used by global organizations to build, train, and evaluate high-performance AI systems. We provide multimodal data sourcing, annotation, evaluation, and RLHF at scale—supported by a global workforce, advanced tooling, and rigorous governance.

How does Centific ensure my AI data is accurate and secure?

Centific combines strict data governance, secure infrastructure, access-controlled workflows, and multi-layered quality assurance. All data operations follow enterprise-grade standards, including compliance with global regulations, human-review protocols, and continuous QA cycles. Every dataset and task is tracked, validated, and auditable to guarantee accuracy, privacy, and security.

What types of data and AI workflows does Centific support?

Centific supports multimodal data needs across text, image, video, audio, sensor data, and synthetic data. We power annotation, enrichment, classification, evaluation, RLHF, red-teaming, model alignment, and domain-specific workflows. Our platform integrates into existing pipelines, connects with your internal tools, and adapts to custom ontologies, taxonomies, and quality frameworks.

Can we build our own workflows or integrate Centific into our AI development stack?

Yes. Centific is built to be fully flexible. You can create custom workflows, define instructions, integrate internal systems, automate evaluation cycles, and connect to enterprise tools. Our platform supports API integrations, flexible data schemas, and fully customizable task logic so you can adapt operations to any model, domain, or QA requirement.

What makes Centific different from other AI data providers?

Centific combines global workforce scale, deep domain expertise, enterprise-grade compliance, and a proven track record of high-integrity data delivery. Unlike generic labeling vendors, we offer end-to-end data operations: sourcing, annotation, evaluation, RLHF, safety alignment, governance, and continuous improvement. The result: higher accuracy, safer AI, and dramatically faster deployment cycles.

Blog

Research, insights, and updates

from the front lines of AI.

From applied research to real-world deployments, explore how Centific advances AI through data, evaluation, and expert-led execution.

Explore more

Article

Building domain-specific LLM code Generation: a complete fine-tuning workflow for enterprise code-generating LLMs

Mar 3, 2026

Industry Takes

OpenClaw draws attention and scrutiny to agentic AI

Feb 24, 2026

Article

The localization model for video is breaking. Multilingual AI comes next

Feb 20, 2026

Research, insights, and updates

from the front lines of AI.

From applied research to real-world deployments, explore how Centific advances AI through data, evaluation, and expert-led execution.

Explore more

Article

Building domain-specific LLM code Generation: a complete fine-tuning workflow for enterprise code-generating LLMs

Mar 3, 2026

Industry Takes

OpenClaw draws attention and scrutiny to agentic AI

Feb 24, 2026

Article

The localization model for video is breaking. Multilingual AI comes next

Feb 20, 2026

Research, insights, and updates

from the front lines of AI.

From applied research to real-world deployments, explore how Centific advances AI through data, evaluation, and expert-led execution.

Explore more

Article

Building domain-specific LLM code Generation: a complete fine-tuning workflow for enterprise code-generating LLMs

Mar 3, 2026

Industry Takes

OpenClaw draws attention and scrutiny to agentic AI

Feb 24, 2026

Article

The localization model for video is breaking. Multilingual AI comes next

Feb 20, 2026

Customer Stories

Proven results

with leading AI teams.

See how organizations use Centific’s data and expert services to build, deploy, and scale production-ready AI.

Explore more

Global technology leader shaping digital innovation

Centific’s platform enabled the systematic measurement and ranking of harm within multiple versions of the client’s foundational models while tracking model iterations and parameters.

woman with mobile phone smiling with colorufl flowers at the background

World’s largest software maker

Centific Flow helped the client deploy compliant, AI-ready data solutions that enabled secure, global large-scale healthcare projects.

Multi colored ribbons moving up to the opening door which multi colored balls falling from

Leading multinational technology company

Centific rapidly onboarded more than 1,200 multilingual resources for a global client, overcoming onboarding delays to ensure SME certification success.

World’s largest ecommerce company

Centific helped build an AI-powered ecommerce chatbot capable of helping customers save time and make more-informed decisions through natural language queries.

Global technology leader shaping digital innovation

Centific’s platform enabled the systematic measurement and ranking of harm within multiple versions of the client’s foundational models while tracking model iterations and parameters.

World’s largest software maker

Centific Flow helped the client deploy compliant, AI-ready data solutions that enabled secure, global large-scale healthcare projects.

Leading multinational technology company

Centific rapidly onboarded more than 1,200 multilingual resources for a global client, overcoming onboarding delays to ensure SME certification success.

World’s largest ecommerce company

Centific helped build an AI-powered ecommerce chatbot capable of helping customers save time and make more-informed decisions through natural language queries.

Global technology leader shaping digital innovation

Centific’s platform enabled the systematic measurement and ranking of harm within multiple versions of the client’s foundational models while tracking model iterations and parameters.

World’s largest software maker

Centific Flow helped the client deploy compliant, AI-ready data solutions that enabled secure, global large-scale healthcare projects.

Leading multinational technology company

Centific rapidly onboarded more than 1,200 multilingual resources for a global client, overcoming onboarding delays to ensure SME certification success.

World’s largest ecommerce company

Centific helped build an AI-powered ecommerce chatbot capable of helping customers save time and make more-informed decisions through natural language queries.

Connect with Centific

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Data

Infrastructure

engineered for Trust.

Confidently scale every part of your AI development lifecycle with secure, compliant, production-ready operations.

Connect data, models, and people — in one enterprise-ready platform.

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Seamlessly connect your existing systems, infrastructure, and workflows — all in one unified platform.

Data

Infrastructure

engineered for Trust.

Confidently scale every part of your AI development lifecycle with secure, compliant, production-ready operations.

Connect data, models, and people — in one enterprise-ready platform.

Book a Demo

Seamlessly connect your existing systems, infrastructure, and workflows — all in one unified platform.

Data

Infrastructure

engineered for Trust.

Confidently scale every part of your AI development lifecycle with secure, compliant, production-ready operations.

Book a Demo

Seamlessly connect your existing systems, infrastructure, and workflows — all in one unified platform.

Connect data, models, and people — in one enterprise-ready platform.

Turn data into AI that works

Book a demo