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Intelligence in motion

AI Anywhere in Your Data Pipeline

Connect any source to any destination, and apply AI, cloud functions, and logic while your data is moving.

Try Free See how it works

Trusted by these clients and partners

Alliance Beverage Distributing
Ascend Learning
Berry Bros.
Burke Beverage
Cathedral Corporation
Clark Beverage Group
Coastal Beverage Company
Coca-Cola Bottling Company High Country
Coca-Cola Durango
Five Guys
Frank Beverage Group
GOLFTEC
Indiana Beverage
J.J. Taylor Companies
Liquid Environmental Solutions
Manhattan Beer & Beverage Distributors
Master Trades Group
Medius
Pattison Agriculture
Peerless Beverage Company
PlayPower
Shoe Sensation
Sportsman's Warehouse
STS Aviation Group
Summit Beverage
The Dolsen Companies
The Odom Corporation
US LBM
Willerby Holiday Homes
Lighter Data Architecture

Intelligence That Moves with Your Data.

Stored layers

Traditional architecture

Data moves through multiple stored layers, creating copies and dependencies at each stage. Like dominoes, one failure can set off cascading failures across the stages that follow.

A.I. Only at the End
Gold
Data Mappings Slow Delivery
Pipeline Sprawl Fragile Scripts Manual Fixes
Silver
Raw Files File Copies Schema Drift
Custom Logic Bloating Storage
Bronze
Data in motion

DataZen Engine

Data is transformed, validated, and enhanced while it moves. Along the way, the pipeline can call deterministic AI cloud functions and Agentic AI for nonlinear decisions within the flow and as often as needed.

DataZen workflow from Acquire through Transform, Validate, and Enhance, with AI Cloud Functions and Agentic AI, to Route and Deliver
What DataZen does

Turn data from different systems and formats into working pipelines.

Connect to databases, HTTP/S APIs, files, cloud drives, messaging systems, and other operational sources. DataZen reads the data you need, shapes it as it moves, and delivers clean outputs to databases, dashboards, applications, files, APIs, and AI workflows.

Extract data in record time
Live preview: acquire source data, inspect the result, and shape the pipeline before it moves downstream.
Inline ETL
Raw inputs
APIs · Files · Databases · Events

Messy, nested, duplicated, inconsistent, or hard to access.

Clean outputs
Warehouses · Apps · BI · Automation

Structured, trusted, and ready downstream.

DataZen Platform

Simplify Your Data Architecture

Connect to virtually any source

Acquire data from databases, APIs, files, cloud services and proprietary systems.

Extend your existing environment or build new pipelines without waiting for a specialized adapter for every source.

Connect to virtually anything.

Connect to virtually any source

Acquire data from databases, APIs, files, cloud services and proprietary systems.

Extend your existing environment or build new pipelines without waiting for a specialized adapter for every source.

Connect to virtually anything.

Transform, validate and enhance data while it moves

Apply transformations, business rules, validation and enrichment directly inside the pipeline.

Process data in memory and apply Change Capture inline to reduce unnecessary landing, copying and reprocessing.

Save big on storage costs.

Keep moving when source systems change

Optionally ingest new fields or modified data types downstream automatically.

Access newly available data without waiting for a connector vendor to update a predefined schema.

Prevent data problems early to stay focused on business objectives.

Apply cloud functions and AI directly inside the pipeline

Call cloud functions and AI Agents at any point in the data flow.

Classify information, interpret unfamiliar content, identify issues, enrich records and trigger intelligent actions where needed.

Bring your pipelines to a whole new level.

Route prepared data to any destination.

Deliver data to lakes, warehouses, databases, applications, APIs and AI systems with ease.

Support ETL, ELT and operational integration patterns on top of platforms you already trust.

Decouple sources from targets for a future-proof architecture.

  • AI Anywhere in the Flow

    Invoke AI cloud functions at any point in the pipeline to enrich, classify, route, and act on data in motion.

  • Any source. Any destination

    Connect data from virtually any system and deliver it wherever it needs to go, without forcing every path through a fixed connector catalog.

  • Transform data in motion

    Transform, validate, enrich, and route data while it moves, so each record arrives ready for the next step.

  • Cloud, on-prem, or hybrid

    Run DataZen in the cloud, on-premises, or across both while keeping the same pipeline logic, flexibility, and operational control.

  • Change Capture and Synthetic Change Capture

    Capture database changes in real time, even where native Change Capture is unavailable, using synthetic methods that preserve reliable downstream synchronization.

  • Not limited to prebuilt connectors

    Adapt quickly as business processes evolve by connecting through APIs, databases, files, and custom endpoints without waiting for a vendor to build or update a dedicated connector.

  • Reduce staging, storage, and orchestration

    Remove unnecessary landing zones, duplicate storage, and orchestration layers by processing data directly as it moves between systems.

  • Trigger AI functions inline

    Call AI functions during pipeline execution, so transformation and decisioning happen immediately without sending data through a separate AI workflow.

  • Built for schema drift

    Keep pipelines running as fields, formats, and structures change, with flexible logic that can detect, adapt, and respond to schema drift.

AI Capabilities

Pipelines + AI Agents = Better Decisions

Apply AI to data, inline

Classify, enrich, summarize and understand data directly inside the pipeline.

Detect issues and trigger intelligent actions as information moves between systems.

Embed AI into your pipelines for improved decisions.

Apply AI to data, inline

Classify, enrich, summarize and understand data directly inside the pipeline.

Detect issues and trigger intelligent actions as information moves between systems.

Embed AI into your pipelines for improved decisions.

Add expert AI agents to augment your data team.

Validate, monitor, and improve data throughout its lifecycle with AI.

Identify data quality problems early, recommend corrections, and optimize business processes.

Spend less time on repetitive maintenance and more time focusing on higher-value data work.

Generate your data pipelines with AI.

Create pipelines through natural-language instructions.

Describe sources, destinations, and transformations, then review and refine the generated SQL CDC script.

Save time by leveraging AI to build pipelines using your Agentic framework.

Keep every model and agent grounded in current business data

Deliver fresh, reliable, and governed data to your agents, whether public or private.

Source changes and evolving schemas are automatically reflected downstream.

Build a secure data foundation for RAG, analytics, machine learning and agentic workflows.

Connect your existing systems with ease.

Bring custom APIs into your AI ecosystem.

Accelerate integration with proprietary systems without waiting for manually developed adapters.

Enhance AI decisions using custom, legacy, and internal data sources.

Pricing

Start small. Scale as pipelines grow

Choose the DataZen tier that matches your current integration needs, then expand as sources, pipelines, and execution demands increase.

Bronze
Entry plan for core data acquisition, database targets, and starter pipeline usage.
$99 /mo
  • HTTP, DB*, DRIVE, and BIG DATA sources
  • Database targets
  • ETL / ELT included
  • 50 active pipelines
  • 1 day log history retention
Max. Connections10
Pipelines50
Runtime5 min
Executions250/day
Silver
Expanded sources and targets with CDC, replay, API access, and AI-enabled pipeline tools.
$499 /mo
  • HTTP, DB, DRIVE, and BIG DATA targets
  • Change Data Capture
  • Replay and X.509 certificates
  • Limited DataZen API access
  • 7 days log history retention
Max. Connections25
Pipelines250
Runtime15 min
Executions1000/day
Gold
Highest-scale plan for broad connectivity, enterprise limits, and advanced operations.
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  • Any source, any target
  • Messaging and ODBC support
  • Unlimited executions and compute
  • 1 minute scheduling frequency
  • 30 days log history retention
Max. Connections100+
Pipelines1000+
RuntimeUnlimited
ExecutionsUnlimited

Pricing is per agent per month, paid upfront, and is non-refundable; additional consumption charges may apply, including storage and compute overages.

Supported databases include SQL Server, MySQL, Postgres, Snowflake, and Fabric.

Supported Big Data engines include CosmosDB and Google BigQuery.

Self-hosted agent priced separately — contact us for details.