Platform  /  Data Integration & ETL
Agentic Data Integration

Pipelines that build and heal themselves

Agent-driven ETL / ELT that ingests, transforms, and delivers analytics-ready data — with automated testing, lineage, and self-healing pipelines.

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Data PipelinesLIVE
Pipelines
248
Rows /sec
1.2M
Success rate
99.6%
Avg latency
42 ms
Overview

From raw source to analytics-ready, automatically

Data Integration connects every source and delivers trusted, analytics-ready data through agent-driven ETL / ELT. Pipelines are observable, tested, and self-healing — agents detect schema drift and failures and remediate before they break downstream.

Business benefits
⇄

Connect everything

Hundreds of sources, batch and real-time.

🔧

Self-healing

Agents fix drift and failures automatically.

🔎

Full lineage

Trace every column end to end.

Capabilities
⇄

ETL / ELT

Visual + code transformation.

📤

CDC Ingestion

Change data capture from databases.

✅

Data Testing

Automated quality gates.

📎

Lineage

Column-level lineage & impact.

📅

Orchestration

Scheduling & dependencies.

🛡

Schema Drift

Detect & adapt automatically.

The product

PipelineAI — self-healing ETL

Vaani · Data Integration — ELT pipelinesLIVE
PIPELINES
248
running
THROUGHPUT
2.4 TB/s
sustained
SUCCESS
99.6%
with retries
AUTO-HEALED
42
this week
Pipeline stages
Extract
Transform
Load
Validate
Recent jobs
orders_cdc → lakehouseHealed
crm_full_loadRunning
payments_stream_syncHealthy
inventory_nightlyQueued

Representative product interface · self-healing ETL / ELT

Architecture

A layered, integrated reference architecture

Sources
DatabasesSaaS APIsFilesEvents
Ingest
BatchCDCStreaming
Transform
ELTQuality TestsEnrichment
Deliver
LakehouseWarehouseBI
Foundation
LineageOrchestrationGovernance
Use cases

Where it delivers value

♻

Analytics pipelines

Feed BI with clean, tested data.

🤖

AI feature pipelines

Build ML features at scale.

🔄

Migration & sync

Replicate across systems live.

Integrates with your data & cloud stack

AWSMicrosoft AzureGoogle CloudKubernetesSnowflakeDatabricksApache KafkaApache SparkdbtAirflowPostgreSQLBigQueryTableauPower BIAWSMicrosoft AzureGoogle CloudKubernetesSnowflakeDatabricksApache KafkaApache SparkdbtAirflowPostgreSQLBigQueryTableauPower BI
ROI & outcomes

Measurable enterprise impact

0X
Faster pipeline builds
0%
Less pipeline maintenance
0.6%
Pipeline success
0/7
Self-healing

Automate your data pipelines

See self-healing ETL deliver analytics-ready data.

Request a Demo →