DataZen | The AI-Native Data Integration Engine

Trusted by these clients and partners

AI-Native Data Integration

Intelligence That Moves with Your Data

DataZen Engine

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

DataZen connects to virtually any source, including databases, APIs, files, applications, and cloud services, and routes data wherever it needs to go. Inside the pipeline, DataZen handles movement, transformation, validation, and delivery in one flow, so you can build from source to destination without stitching together separate stages.

DataZen can add AI anywhere in the pipeline where it adds value. AI can work directly inside the data flow: classifying, extracting, validating, enriching, or interpreting data before it reaches a warehouse, lake, application, or other destination. With two-way communication, the pipeline can send data to AI, receive a response, and use that response to determine what happens next.

Use Custom Cloud Functions when a task follows clear rules and should apply the same logic every time, for example, calling an API, formatting data, validating a field, or running custom business logic. Use Agentic AI when the pipeline needs to interpret context, handle uncertainty, compare possibilities, or decide what action to take next. Cloud Functions execute logic you define; Agentic AI helps the pipeline reason when the right response can’t be fully predefined.

What DataZen does

Call AI from Your Pipeline

Bring AI directly into the flow of your data using the same simple SQL-style logic used throughout DataZen. Call Custom Cloud Functions for deterministic tasks like extraction and enrichment, or invoke Agentic AI when the pipeline needs context, reasoning, tool use, or a decision.

Use simple SQL to call AI as your data moves.

Build intelligent pipeline logic with SQL

Product preview: build, inspect, and refine pipeline logic before data moves downstream.

SQL-style logic

Custom Cloud Functions

Call custom functions such as AWS Lambda or Azure Functions directly from pipeline logic for deterministic tasks like extraction, enrichment, validation, and transformation.

Agentic AI

Call an AI agent directly when the next step requires reasoning. Agents can evaluate context, use tools, determine routing, resolve exceptions, or request more information.

MCP Server

Through MCP, AI agents can reach back into DataZen for the data, context, or tools they need as they work—then continue reasoning, making decisions, and moving the workflow forward.

AI Capabilities

Pipelines + AI Agents = Better Decisions

AI-Enhanced Pipelines

Run AI anywhere in the flow

Call focused Custom Cloud Functions directly inside the pipeline to classify, enrich, summarize, validate, and transform data while it moves.

Use each result immediately to trigger actions, change routing, or continue processing without sending data to a separate AI workflow.

Use AI before your data lands in your data warehouses and lakes.

Agentic Engineering

Let AI agents make contextual decisions

Invoke an agent when the next step requires context, tools, reasoning, or a decision rather than a predefined function.

Agents can resolve exceptions, determine routing, request human input when required, and return a result so the pipeline can continue.

Keep decision-making and data movement inside one continuous intelligent flow using public or private agents.

Prompt-to-Pipeline

Build Pipelines with Natural Language

Create pipelines through natural-language instructions.

Describe your sources, destinations, and transformations in plain language. DataZen generates the SQL CDC pipeline for you, ready to review, refine, and run.

Go from an idea to a working pipeline faster with AI built directly into the DataZen Agentic framework.

AI Without Data Exposure

Use AI Securely Within Your Environment

Connect AI directly to your internal systems, data, and agents without sending sensitive information outside your environment.

Give AI access to the context it needs to make better decisions while keeping private data inside your own infrastructure.

Use the systems you already trust to power smarter, more secure AI workflows.

AI Anywhere in the Flow

Invoke Custom 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 (CDC)

Capture system changes in real time, using native CDC where available and Synthetic CDC where it isn’t, to keep downstream systems synchronized.
Not limited to prebuilt connectors

Connect through APIs, databases, files, and custom endpoints without waiting for a vendor to build and maintain 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 Agents inline

Call Cloud Functions and AI Agents during pipeline execution, so transformation and decision-making 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.

Enzo DataZen Platform

Simplify Your Data Architecture

Universal Connectivity

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.

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

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 encryption
Limited DataZen API access
7 days log history retention

Connections25

Pipelines250

Runtime15 min

Executions1000/day

Gold

Highest-scale plan for broad connectivity, enterprise limits, and advanced operations.

Any source, any target
Messaging and ODBC support
Unlimited executions and compute
1 minute scheduling frequency
30 days log history retention

Connections100+

Pipelines1000+

RuntimeUnlimited

ExecutionsUnlimited

Bronze

Silver

Gold

Sources

HTTP, DB*, DRIVE, BIG DATA

HTTP, DB, DRIVE, BIG DATA, MESSAGING, ODBC

Targets

HTTP, DB, DRIVE, BIG DATA

HTTP, DB, DRIVE, MESSAGING, BIG DATA, ODBC

Bronze

Silver

Gold

Active Pipelines

250

1000+

ETL / ELT

Included

Env Variables

Included **

Included

CDC

—

Included

Replay

—

Included

X.509 Encryption

—

Included

DataZen API

—

Limited ***

Available

Retention

1 day

7 days

30 days

Bronze

Silver

Gold

Connections

100+

Max Storage

5GB

20GB

100GB

Daily Executions

250 incl. preview operations

1,000 incl. preview operations

Unlimited

Run Duration

5 min / 1 hour

15 min / 2 hours

Unlimited

Schedule Frequency

1 hour

15 min

1 min

Compute

10 min / 1 hour

30 min / 1 hour

Unlimited

Peak Memory

50MB / 250MB

250MB / 500MB

2GB / 2GB

Bronze

Silver

Gold

Portal User Mgmt

—

Included

Security Admin

—

Limited ***

Included

IP Firewall

Included

AI Chat

—

Included

MCP

—

Included

* DB includes SQL Server, MySQL, Postgres, Snowflake, and Fabric. ODBC is available in Gold only.

** Environment variable encryption is available in Silver edition or higher.

*** Essential access includes creating an API key, starting and stopping pipelines, and obtaining pipeline summaries and status information for agentic skills, integration, and orchestration.

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

Supported database targets include SQL Server, MySQL, Postgres, Snowflake, and Fabric. Self-hosted agent priced separately — contact us for details.

The AI-Native Data Integration Engine

Trusted by these clients and partners

Intelligence That Moves with Your Data

DataZen Engine

Call AI from Your Pipeline

Pipelines + AI Agents = Better Decisions

Run AI anywhere in the flow

Let AI agents make contextual decisions

Build Pipelines with Natural Language

Use AI Securely Within Your Environment

AI Anywhere in the Flow

Any source. Any destination

Transform data in motion

Cloud, on-prem, or hybrid

Change Capture (CDC)

Not limited to prebuilt connectors

Reduce staging, storage, and orchestration

Trigger AI Agents inline

Built for schema drift

Simplify Your Data Architecture

Connect to virtually any source

Transform, validate and enhance data while it moves

Keep moving when source systems change

Apply Custom Cloud Functions and AI directly inside the pipeline

Route prepared data to any destination.

Start small. Scale as pipelines grow

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The AI-Native Data Integration Engine

Trusted by these clients and partners

DataZen Engine

Call AI from Your Pipeline

Pipelines + AI Agents = Better Decisions

Run AI anywhere in the flow

AI Anywhere in the Flow

Simplify Your Data Architecture

Connect to virtually any source

Start small. Scale as pipelines grow