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TD SmartDP · Intelligent Data Platform

TD SmartDP
Intelligent Data Platform

An end-to-end data intelligence infrastructure — from multimodal collection and smart governance to precise labeling and synthesis — delivering a trusted data foundation for foundation-model training.

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2.4P+Daily processing
72TB+Daily new data
200万+Daily tokens
500亿+Daily events
TD SmartDP · Live
2.4P+Daily processing
72TB+Daily new
200万+Daily tokens
500亿+Daily events
Modality mix
Text
85%
Image
65%
Video
45%
Speech
40%
Expert-grade quality Deep expert labeling

Core capabilities

Three engines powering the full data chain

From collection to labeling and synthesis, TD SmartDP rebuilds every step with AI.

Multimodal collection

Text, image, video, speech and structured data across channels with compliant authorization.

Multimodal Omnichannel Compliant access

Intelligent governance

Dedup, denoise, compliance grading and full lineage for auditable AI-ready data.

Dedup Compliance Lineage

Labeling & synthesis

Human + AI labeling with 98%+ accuracy and multi-path synthesis for copyright-safe AI-native data.

98%+ accuracy LLM synthesis IP-safe
Multimodal collection

Multimodal, omnichannel, compliant intake

Collect text, image, video, speech and structured data from Web, App and offline sources with distributed crawlers, authorization and real-time sync.

Multimodal Web/App/Offline Distributed crawl Authorization Real-time sync
Source intake
Modalities
Text Image Video Speech Structured
Channels
WebAppOfflineAll-domain
  • Authorization
  • Real-time sync
  • Distributed crawl
Intelligent governance

Human-AI governance, quality closed loop

MinHash/SimHash dedup, rule+model denoise, compliance grading and lineage/versioning for AI-ready, auditable data.

MinHash/SimHash Dual-track denoise Compliance grading Data lineage Versioning
Governance pipeline
Dedup MinHash · SimHash
Denoise Rules + model dual-track
Compliance Content safety · copyright clean
Lineage Versioning · full-link lineage
Labeling & synthesis

Precise labeling, compliant synthesis

Expert + AI labeling with multi-round QA at 99%+ accuracy, plus LLM, simulation and augmentation synthesis paths.

Human+AI labeling 99%+ accuracy LLM synthesis Simulation Compliant synth
Label & synth engine
98%+
Labeling accuracy Human + AI · QA loop
LLM generation
Diffusion
Simulation
Augmentation

Architecture

End-to-end data intelligence stack

AI-ready output
Training sets SFT RLHF Eval benchmarks
Labeling & synthesis
Human labeling AI assist LLM synthesis Augmentation
Smart governance
Dedup/denoise Compliance Lineage Versioning
Multimodal collection
Multimodal Omni-channel Compliance auth Real-time sync
Sources
Text Image Video Speech Structured Web/App

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