AI DataDiagnostics
AI-Powered Dataset Preparation Platform

Build production-ready
AI training datasets

Upload, diagnose, transform, and generate synthetic data for your AI models — all in one elegant platform designed for data scientists and ML engineers.

10+

Features

3

Export Formats

7

Recipe Types

Everything you need

A complete toolkit for preparing, validating, and exporting high-quality AI training data.

01

Smart Data Ingestion

Upload CSV, JSON, or Excel files with automatic schema detection, field mapping, and questionnaire-based context.

02

Data Diagnostics

Automatic quality profiling with missing value detection, outlier analysis, class imbalance reports, and data health scores.

03

AI Synthetic Generation

Generate realistic synthetic rows using LLMs trained on your dataset's schema and statistical patterns.

04

Preparation Recipes

Apply predefined or custom transformation pipelines: normalize, encode, impute, deduplicate, and balance.

05

Fine-Tune Export

Export as CSV, JSONL, or Alpaca-style JSON — ready for OpenAI, Hugging Face, and LLaMA fine-tuning pipelines.

06

API Access

Auto-generated REST API endpoints with API key management for programmatic dataset access.

07

Dataset Sharing

Generate shareable links with granular permission controls — view-only or view & download.

08

Secure & Private

All datasets are private by default. Owner-only admin access with full authentication protection.

09

Dataset Viewer

Paginated tabular viewer with per-column statistics, advanced filtering, and sorting capabilities.

How it works

From raw data to training-ready dataset in four steps

1

Upload

Upload your data file and complete the setup wizard

2

Diagnose

Review the automatic quality report and fix issues

3

Prepare

Apply transformation recipes or generate synthetic data

4

Export

Download in your preferred format for model training

Ready to prepare your data?

Start building high-quality AI training datasets in minutes. No credit card required.