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PRISM Evaluation Suite · v2.0 · May 2026

Benchmarking AI

across seven domains

The PRISM suite provides rigorous assessments of frontier models across Internationalization, Audio, Vision, Agentic & RL, Physical AI, Healthcare, and AI Safety.

7

Domains

12

Benchmarks

10K+

Eval Tasks

30+

Models Evaluated

Internationalisation

1

Audio

3

Vision

2

Agentic & RL

2

Physical AI

1

Healthcare

2

AI Safety

1

PRISM Evaluation Suite · v2.0 · May 2026

Benchmarking AI

across seven domains

The PRISM suite provides rigorous assessments of frontier models across Internationalization, Audio, Vision, Agentic & RL, Physical AI, Healthcare, and AI Safety.

7

Domains

12

Benchmarks

10K+

Eval Tasks

30+

Models Evaluated

Internationalisation

1

Audio

3

Vision

2

Agentic & RL

2

Physical AI

1

Healthcare

2

AI Safety

1

PRISM Evaluation Suite · v2.0 · May 2026

Benchmarking AI

across seven domains

The PRISM suite provides rigorous assessments of frontier models across Internationalization, Audio, Vision, Agentic & RL, Physical AI, Healthcare, and AI Safety.

7

Domains

12

Benchmarks

10K+

Eval Tasks

30+

Models Evaluated

Internationalisation

1

Audio

3

Vision

2

Agentic & RL

2

Physical AI

1

Healthcare

2

AI Safety

1

PRISM Evaluation Suite · v2.0 · May 2026

Benchmarking AI

across seven domains

The PRISM suite provides rigorous assessments of frontier models across Internationalization, Audio, Vision, Agentic & RL, Physical AI, Healthcare, and AI Safety.

7

Domains

12

Benchmarks

10K+

Eval Tasks

30+

Models Evaluated

Internationalisation

1

Audio

3

Vision

2

Agentic & RL

2

Physical AI

1

Healthcare

2

AI Safety

1

PRISM-Physical

1 Benchmark

Physical & Embodied AI

Evaluation of teleoperation, simulation, and policy-transfer for dexterous manipulation on real robot platforms — including the Unitree G1 with BrainCo Revo 2 and Inspire hands across pick-place, fold, pour, and assembly workflows.

ROBOTIC DEXTERITY · B4 ASSEMBLY

Robotic Dexterity Assembly · B4 Dexterous Benchmark

Teleoperation-vs-simulation comparison on the Unitree G1 — 29 dexterous-manipulation datasets · 1,413 episodes · 4 metrics (DMS, GQS, TSR, GAR ratios) and 4 quality gates. 26 / 29 datasets pass all gates. Teleoperation outperforms simulation by up to 80× on Grasp Adaptation Rate (GAR), the decisive metric for real-world policy transfer.

29

Datasets

1,413

Episodes

26 / 29

Pass All Gates

80×

Peak GAR vs Sim

Top Datasets

DMS Ratio · top 12 of 29

1
G1_WBT_Brainco_Collect_Plates_Into_Dishwasher
11.97
2
G1_WBT_Brainco_Make_The_Bed
11.97
3
G1_WBT_Inspire_Put_Clothes_into_Washing_Machine
11.97
4
G1_WBT_Inspire_Collect_Clothes_MainCamOnly
11.97
5
G1_WBT_Inspire_Put_Clothes_Into_Basket
11.97
6
G1_Dex3_ObjectPlacement
7.48
7
Z1_Dual_Dex1_StackBox
7.47
8
G1_Dex1_Stack_Block
7.23
9
G1_Dex1_Erase_Board
7.19
10
G1_Dex1_Wipe_Table
7.06
11
G1_Dex3_BlockStacking
7.00
12
G1_Dex3_GraspSquare
7.00

Scatter Plot

3456789101112132468101214DMS RatioGQS Ratio

Full Model Comparison

DATASETDMS RATIOGQS RATIOTSR RATIOGAR RATIODMS GATEGQS GATETSR GATEGAR GATEALL GATES
G1_WBT_Brainco_Collect_Plates_Into_Dishwasher11.9710.945.6755.05PassPassPassPassPass
G1_WBT_Brainco_Make_The_Bed11.9710.785.6740.43PassPassPassPassPass
G1_WBT_Inspire_Put_Clothes_into_Washing_Machine11.9713.635.6744.78PassPassPassPassPass
G1_WBT_Inspire_Collect_Clothes_MainCamOnly11.974.985.6780.75PassPassPassPassPass
G1_WBT_Inspire_Put_Clothes_Into_Basket11.9713.635.6758.48PassPassPassPassPass
G1_Dex3_ObjectPlacement7.4813.645.782.86PassPassPassPassPass
Z1_Dual_Dex1_StackBox7.4713.635.670PassPassPassFailFail
G1_Dex1_Stack_Block7.239.795.678.23PassPassPassPassPass
G1_Dex1_Erase_Board7.195.315.679.87PassPassPassPassPass
G1_Dex1_Wipe_Table7.066.025.679PassPassPassPassPass
G1_Dex3_BlockStacking75.955.6755.4PassPassPassPassPass
G1_Dex3_GraspSquare75.955.6755.4PassPassPassPassPass
G1_Dex1_Organize_Tools6.9313.635.674.41PassPassPassPassPass
G1_Dex1_DualRobot_Clean_Table6.9213.635.674.3PassPassPassPassPass
G1_Dex1_MountCamera6.9111.335.673.46PassPassPassPassPass
G1_Dex3_Pouring6.96.185.6754.3PassPassPassPassPass
G1_Dex3_CameraPackaging6.879.125.6730.86PassPassPassPassPass
G1_Dex1_MountCameraRedGripper6.8612.925.673.61PassPassPassPassPass
G1_Dex1_Bag_Insert6.8313.635.674.08PassPassPassPassPass
G1_Dex1_Clean_Table6.8113.635.674.25PassPassPassPassPass
Z1_Dual_Dex1_FoldClothes6.7313.635.670PassPassPassFailFail
G1_Dex1_Dex1_Fold_Towel6.6613.635.674.1PassPassPassPassPass
G1_Dex1_Pack_PencilBox6.5913.635.674.37PassPassPassPassPass
G1_Dex1_Prepare_Fruit6.549.385.676.93PassPassPassPassPass
G1_Dex1_Pour_Medicine6.496.755.679.66PassPassPassPassPass
Z1_Dual_Dex1_PourCoffee6.3413.635.670PassPassPassFailFail
G1_Dex3_ToastedBread3.312.722.8320.56PassPassPassPassPass
G1_Brainco_GraspOreo3.33.272.8319.7PassPassPassPassPass
G1_Brainco_GraspRubiksCube3.263.62.8318.47PassPassPassPassPass

Security

Robust data security and confidentiality

Robust data security and confidentiality

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

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

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What is Centific and who is it built for?
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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?
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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.

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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?
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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?
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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.

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

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How global agency teams scale without voice drift

May 6, 2026

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Closing the sim-to-real gap with neural retargeting

May 6, 2026

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Localization is a financial services compliance requirement

May 4, 2026

Research, insights, and updates

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

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Abstract image

Article

How global agency teams scale without voice drift

May 6, 2026

Abstract image

Article

Closing the sim-to-real gap with neural retargeting

May 6, 2026

Abstract image

Article

Localization is a financial services compliance requirement

May 4, 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

Abstract image

Article

How global agency teams scale without voice drift

May 6, 2026

Abstract image

Article

Closing the sim-to-real gap with neural retargeting

May 6, 2026

Abstract image

Article

Localization is a financial services compliance requirement

May 4, 2026

Customer Stories

Proven results

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

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Microsoft logo on abstract background

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.

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World’s largest software maker

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

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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.

Drone Delivering Box

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.

Microsoft logo on abstract background

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.

Drone Delivering Box

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.

Microsoft logo on abstract background

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.

Drone Delivering Box

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.

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

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