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Enzymatic Minds AI
AI-Native Data Platform

EM-AI Data Studio

Automate the full data lifecycle from source connection to governed BI-ready intelligence.

Workflow

From raw source to trusted insight.

Six modular stages that compose into any data automation pattern — ETL, ELT, streaming, or hybrid.

1ConnectIngest from any source — databases, APIs, files, or streams.
2UnderstandAI profiles schemas, detects PII, and classifies semantics.
3BuildGenerate transforms, SQL, and tests from plain language intent.
4ValidateRun automated quality checks and surface anomalies immediately.
5GovernApply lineage, RBAC, GDPR controls, and audit trails at scale.
6PublishDeliver BI-ready, semantically enriched tables to any consumer.
Connectors

Connect anything.

Production-grade connectors with schema inference, incremental sync, and backfill support — out of the box.

Databases
  • PostgreSQL
  • MySQL
  • Oracle
  • SQL Server
  • + more available
Data Warehouses
  • Snowflake
  • BigQuery
  • Redshift
  • + more available
Object Storage
  • Amazon S3
  • Google Cloud Storage
  • Azure Blob
  • + more available
SaaS APIs
  • Salesforce
  • HubSpot
  • Stripe
  • + more available
Files & SFTP
  • CSV
  • Parquet
  • Excel
  • + more available
Streaming
  • Apache Kafka
  • Amazon Kinesis
  • Google Pub/Sub
  • + more available
AI Capabilities

Intelligence at every pipeline step.

AI doesn't just assist — it actively automates the tedious work data engineers spend most of their time on.

AI Schema Mapping

Automatically map source schemas to target models using ML inference.

SQL Generation

Generate transformation SQL from intent descriptions and data samples.

Test Creation

Auto-generate data quality tests for every pipeline step.

Documentation

AI-written column-level documentation and lineage annotations.

Anomaly Detection

Detect schema drift, distribution shifts, and data quality regressions.

PII Scanning

Automatically identify and mask personally identifiable information.

Governance

Trust built into every layer.

Governance is not a checkbox — it's woven into every read, write, transform, and publish action.

Data LineageColumn-level lineage tracked across every pipeline hop.
RBACRole-based access control with workspace and dataset isolation.
Audit TrailImmutable log of every read, write, and schema change.
GDPR ControlsAutomated PII masking, right-to-erasure workflows, and retention policies.
Workspace IsolationFully isolated dev, staging, and production environments.

LINEAGE GRAPH — LIVE

SOURCEPostgreSQLSOURCEREST APITRANSFORMAI Schema MapVALIDATEQuality GatesDESTDWDESTLake
Column-levelCross-pipelineBi-directional
Deployment

Deploy on your terms.

From a single laptop to a globally distributed enterprise deployment — the same code, the same APIs, zero lock-in.

Free

Local Dev

Run the full Data Studio stack locally with Docker Compose. Zero cloud dependency for development and testing.

  • Docker Compose bundle
  • DuckDB local engine
  • Hot-reload pipelines
  • Offline schema editor
Professional

Private Cloud

Deploy within your own VPC on AWS, GCP, or Azure. Full data sovereignty with no egress to Enzymatic Minds AI.

  • VPC deployment
  • Bring your own cloud
  • SOC 2 compliant
  • Customer-managed keys
Enterprise

Enterprise Cloud

Fully managed, globally distributed infrastructure with dedicated support, SLA guarantees, and custom integrations.

  • 99.99% SLA
  • Multi-region active-active
  • Dedicated success engineer
  • Custom connector builds
Live Preview

See the studio in action.

Explore pipelines, schema inference, quality metrics, run history, and governance — all in one workspace.

app.em-ai.io / studio / prod-etl-main
pipeline running
▶ Run
CONNECTORS
SOURCEPGPostgreSQL3 tables · liveingestingSOURCEGoogle Drive12 sheetsingestingSOURCEAPIREST APIv2 · 4 endpointsingestingTRANSFORMValidate & Clean18 rulesrunningTRANSFORMAI Schema MappingAuto-mappedrunningTRANSFORMBusiness Logic7 transformsrunningDESTSnowflakeDW · prodwritingDESTApache IcebergData lakewriting
AI
AI Assistant
live
Ask about your data…

Design your data automation roadmap.

Connect with Enzymatic Minds AI to map out a deployment that fits your sources, warehouses, and compliance requirements.

Contact Enzymatic Minds AI