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On-Demand AI Data Check-up

See Inside Your Dataset
Pinpoint gaps, noise & bias—fast

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FAIRY PENGUIN

Recommended

Data Bulk-Up

Bulk up Data

Recommended

Data Repelica

Data replica

Data Diet

Data diet

Introducing the Diagnostic Procedure

Customer Communication

Customer Discovery & Alignment — We start by clarifying your business objectives, data constraints, and domain specifics. These inputs define the diagnostic checklist and timeline.

Customer Communication

Comprehensive Evaluation

Synthesizing Multi-Level Insights — Findings from Levels I, II, and III are merged into one scorecard, highlighting gaps, risks, and recommended next steps.

Summary of diagnosis
Write a quality improvement proposal

Level I Diagnosis

Data Integrity & Basic EDA — Checks schema consistency, missing values, class balance, and summary statistics—laying the groundwork for deeper analysis.

Measuring Data Integrity, Missing Value Measurement,
Class Balance Measurement,
Statistical Measurement

Level II Diagnosis

General-Purpose DataLens Analysis — Uses our pre-trained “DataLens” to embed your dataset, then examines manifold shape, cluster geometry, and overall distribution to uncover hidden structure and outliers.

Data Lens
Pre-trained
Imaging neural network
Imaging
Observation dimension
Feature Extraction

Level III Diagnosis

Custom DataLens & Synthetic-Ready Assessment — Builds a domain-tuned measurement lens paired with a generative lens. Repeats Level II analyses while preparing the foundation for future synthetic-data generation.

Data Lens
Data Specific
Imaging neural network
Imaging
Intrinsic dimension
Feature Extraction
Data Lens
Data Specific
Generative neural networks

Want to Know More?

What Is Data Clinic?

Think of it as a full-service hospital for your data: we diagnose quality issues and prescribe targeted fixes so your AI trains on healthy, reliable datasets.

How Does Data Clinic Work?

Our engine blends DataLens embeddings, visual diagnostics, quality scoring, and Data Bulk-Up & Data Diet routines to analyze and optimize your dataset from every angle.

Simple Diagnostic Report

You’ll receive a clear, easy-to-read summary that: (1) Scores problems like missing data, bias, and noise, (2) Lists the best fixes first—based on biggest payoff and least work needed.

See a Sample Report

Preview the depth of our analysis with public-dataset reports from AI Hub (Korea), Kaggle, and Hugging Face.

Customer Data Diagnosis — available from Pro plan

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Choose the plan that fits your dataset size and depth of analysis.

View Plan Details

How to pay for your plan

Discounted price!

Free

Free to use!

Try core features on Pebblous demo datasets.

Basic

10,000 won/m

Run basic quality checks on public datasets you select.

Recommend

Pro

500,000 won/m

10,000 diagnostic credits

Full Data Clinic analysis on your own data

Enterprise

5 million won/m

100,000 diagnostic credits

Large-scale diagnostics plus Data Diet & Bulk-Up services