AI Data Infrastructure & ML Observability

Orchestrate your data workflows
with AI-driven infrastructure.

The ultimate AI tool for data cleaning and infrastructure for modern teams. Profile schemas, automate ETL/ELT pipelines, and use our built-in AI tool for dashboard generation to launch real-time observability instantly.

Datamagics Platform

Success Rate

99.9%

Processing

2.4 GB/s

How Datamagics Works

Connect messy raw data. Let our AI clean, profile, and standardize it. Output perfect datasets ready for your entire organization.

1. Connect Raw Data
Snowflake
AWS S3
PostgreSQL
Salesforce
Sheets
Slack
MySQL
Redshift
2. AI Neural Pipeline

Datamagics Engine

Auto-cleans anomalies, infers schemas, and normalizes messy data.

3. Deliver Perfect Data
Live Dashboards
Clean APIs
ML Models

Data infrastructure shouldn't
be a bottleneck.

Spending hours fixing CSV inconsistencies and typos manually.

Waiting for hours while traditional tools struggle with large files.

Complex SQL queries just to extract basic insights from raw data.

{

"status": "cleaning_in_progress",

"agent": "Neural-Pipeline-v2",

"dataset": "enterprise_customer_v4",

"rows_processed": 14205510,

"anomalies_found": 142,

"auto_fixed": 142,

}

Neural Auto-Fix in Action

Watch our agents identify and resolve inconsistencies in real-time.

Raw Data

Email, Name, JoinDate, Revenue

john@gmial.com, John Doe, 2024-15-01, $1420.5

jane@company.org, Jane S., 2024-05-12, 5000

mike_at_test.com, Mike, NULL, unknown

Perfected Data

Email, Name, JoinDate, Revenue

john@gmail.com, John Doe, 2024-01-15, 1420.50

jane@company.org, Jane S., 2024-05-12, 5000.00

mike@test.com, Mike, 2024-05-09, 0.00

AI Data Infrastructure

A unified platform to profile, transform, query, and monitor your datasets.

AI Tool for Data Cleaning

Construct multi-stage ETL/ELT workflows visually. Our Neural AI automatically detects and fixes anomalies, acting as your dedicated AI data cleaner.

Conversational AI Sidekick

Profile columns, suggest schema auto-fixes, and query your datasets using a natural language conversational sidebar.

AI Tool for Dashboard Generation

Instantly generate interactive BI dashboards and charts by simply typing. The fastest way to visualize complex data.

Enterprise Connectors

Directly connect Snowflake, Amazon Redshift, PostgreSQL, MySQL, and AWS S3 Select for serverless execution at scale.

Marketing ROI
CRM Cleanup
Finance Audit
Global Sales

Built-in Intelligence for every use case.

Choose from our library of pre-built Neural Agents designed for specific data domains. From cleaning messy HubSpot exports to reconciling complex financial statements in seconds.

Explore all templates

Powering Modern Data Teams & Backed by Leader Programs

SHUBLABS SOFTWARE
NEURAL ENGINE
AWS S3 SELECT
AWS ACTIVATE
Transformation Impact Report
Impact Reports

Enterprise Infrastructure.
Serverless Speed.

Datamagics isn't just a cleaning tool. It's an enterprise-grade transformation engine that runs entirely on serverless infrastructure, meaning you only pay for what you use.

  • Neural Auto-Fix identifies 99% of data anomalies
  • High-performance S3 Select parsing
  • Export to SQL, Postgres, or CSV
  • Automated weekly data reports
ML Observability & Visualizations

Monitor AI workflows
with absolute clarity.

Build powerful dashboards for model observability, anomaly and drift detection, and data health monitoring. Designed specifically for AI/ML practitioners to track business-critical datasets.

Speed

100x faster than Excel

Secure

Bank-grade encryption

Scale

20GB+ dataset support

AI Native

Proprietary Neural Engine

AI-Powered Dashboard

Neural Auto-Fix™ Technology

Beyond simple regex. Our agents use Large Language Models trained on trillions of data patterns to resolve complex semantic inconsistencies.

Contextual Imputation

Don't just fill NULLs with zero. Our agents infer missing data based on surrounding column relationships.

Semantic Normalization

Standardize naming conventions (e.g., 'IBM', 'International Business Machines') across millions of rows instantly.

Temporal Reasoning

Resolve conflicting timestamps and date formats across global timezones automatically.

Engineered for Scale

Quantifiable Data Excellence

10x Faster

90% Reduction in ETL Time

Our Neural Pipeline automates what previously took hours of manual Python scripting or Excel munging.

Neural-Grade

99.4% Cleaning Accuracy

LLM-driven agents identify semantic nuances that traditional rule-based systems ignore.

Infinite Scale

Zero-Latency 20GB+ Analysis

Powered by S3 Select and specialized parquet-based indexing for massive enterprise datasets.

Scalable Pricing

Enterprise Power, Startup Price.

Choose the plan that fits your data volume. Scale seamlessly from solo researcher to global data team.

Free Plan (Self-Serve)

Instant self-serve access to our core features.

$0/mo

Includes:

500K AI Tokens / cycle (8h reset)
Up to 100MB per file upload
Standard Cleaning Agents (Typos, Dates)
Basic CSV & Excel Exports
Community Discord Support
Standard Dashboard Visuals
Get Started
LAUNCH SPECIAL

Pro Plan

For analysts handling professional client data.

$15$25/mo

First 100 users only (40% OFF)

Everything in Free, plus:

5M AI Tokens / cycle (5h reset)
Up to 5GB per file upload
All Premium Cleaning Templates
AI Sidekick for Chat-based Cleaning
Unlimited Dashboard Persistence
Priority Processing Pipeline
Dedicated Email Support
Upgrade to Pro

Business

For teams and high-volume operations.

$49$79/mo

Everything in Pro, plus:

12M AI Tokens / cycle (5h reset)
20GB+ S3 Select Data Support
Team Workspaces & Shared Dashboards
Custom Cleaning Heuristics
Private S3 Bucket Ingestion
API Access & Webhook Integration
24/7 Priority Success Manager
Upgrade to Business
Enterprise ML Infrastructure

Empowering AI/ML Teams at Scale

Datamagics provides the robust observability and visualization workflows required by top-tier engineering teams. Tailored VPC deployments ensure your ML model lifecycle management remains secure and compliant within your ecosystem.

Private VPC Deployment

Keep data within your own AWS/Azure VPC.

SOC2 & GDPR Ready

Full audit logs and data deletion protocols.

Custom ETL Connectors

Direct pipes into Snowflake, Redshift & SAP.

Managed Infrastructure

We handle the updates; you own the data.

Frequently Asked Questions

What is the maximum file size supported?

Datamagics can handle datasets up to 50GB using our proprietary S3 Select parsing engine.

How accurate is the Neural Auto-Fix?

Our agents achieve 99.4% accuracy on common data errors like typos, date formatting, and schema mismatches.

Can I connect my own database?

Yes, we support direct connections to Snowflake, Redshift, Postgres, and MySQL.

How fast does Datamagics AI process data?

Datamagics AI processes data at speeds up to 2.4 GB/s using AWS S3 Select integration.

What pricing plans are available for Datamagics?

Datamagics offers a Free Plan at $0/month (20,000 AI tokens/day, up to 100MB uploads), a Pro Plan at $15/month (250,000 AI tokens/day, up to 2GB uploads), and a Business Plan at $49/month (1,000,000 AI tokens/day, 20GB+ S3 Select data support).

Ready to stop cleaning?

Join the new standard in AI-driven data automation. Professional clarity for every dataset.

Launch Your First Pipeline