Actian DataConnect

Spec sheet

Purpose

DataConnect combines hybrid integration, AI-powered data quality, and pipeline observability to assess, remediate, and monitor data as it flows through pipelines.Read 11 Oct 2026 · actian.com

Product

DataConnect combines hybrid integration with AI-powered data quality to assess, remediate, and monitor data as it flows through pipelines.Read 12 Oct 2026 · actian.com

Intended users

Actian presents DataConnect for enterprise teams preparing data for AI and analytics, connecting hybrid environments, and reducing manual data quality work.Read 12 Oct 2026 · actian.com

Deployment

DataConnect documentation provides installation instructions for its Studio and Runtime Engine on Windows and Linux.Read 11 Oct 2026 · docs.actian.com

Support

Actian provides online DataConnect documentation, including installation, best practices, AI usage, data quality design, and command-line topics.Read 12 Oct 2026 · docs.actian.com

Headquarters

Santa Clara, California, United StatesRead 28 Sep 2026 · actian.com

AI model choice

DataConnect can authenticate against any AI service, letting teams choose their own models and manage token costs by job type.Read 11 Oct 2026 · actian.com

AI quality assessment

AI-assisted assessment uses 1,200+ semantic type definitions to profile data, identify anomalies, classify fields, and generate quality rules.Read 12 Oct 2026 · actian.com

API management

YesRead 22 Sep 2026 · actian.com

Company history

Actian’s company timeline says Relational Technology, Inc. was founded in 1980 to commercialize Ingres.Read 11 Oct 2026 · actian.com

Data quality assessment

AI-assisted assessment profiles data against more than 1,200 semantic type definitions to identify anomalies, classify fields, and recommend quality rules.Read 11 Oct 2026 · actian.com

Data transformation

YesRead 22 Sep 2026 · actian.com

Demo

Actian offers a 30-minute DataConnect demo covering profiling, remediation, monitoring, hybrid connectivity, and AI model choice.Read 11 Oct 2026 · actian.com

Deployment model

hybridRead 22 Sep 2026 · actian.com

Deployment platforms

Actian documentation provides installation instructions for DataConnect Studio on Windows and the Runtime Engine on Windows and Linux.Read 12 Oct 2026 · docs.actian.com

Hybrid connectivity

The platform supports cloud, on-premises, SaaS, modern data warehouses, and legacy systems through 200+ pre-built connectors.Read 12 Oct 2026 · actian.com

Legacy systems

The 200+ connectors include support for mainframe and AS/400 environments.Read 12 Oct 2026 · actian.com

License limits

Enabled features and values depend on the license; documented license features include a maximum concurrent engine count and maximum users.Read 11 Oct 2026 · docs.actian.com

Licensing limit

DataConnect licensing distinguishes production engine, development-user, and non-production engine licenses; production engine licenses specify a maximum number of concurrent instances.Read 12 Oct 2026 · docs.actian.com

Lineage

End-to-end lineage shows where data originates, how it moves through pipelines, and where quality issues first appear.Read 12 Oct 2026 · actian.com

LLM choice

DataConnect can authenticate against any AI service, allowing teams to choose their models and trace how AI recommendations are generated.Read 12 Oct 2026 · actian.com

Monitoring

The Data Quality Index tracks dataset fitness over time, while schema drift detection, threshold alerts, and pipeline observability surface emerging issues.Read 12 Oct 2026 · actian.com

On-premises connectors

YesRead 22 Sep 2026 · actian.com

Processing

DataConnect includes Apache Spark processing, visual pipelines, and enterprise orchestration.Read 12 Oct 2026 · actian.com

Real-time sync

YesRead 22 Sep 2026 · actian.com

Remediation

Teams can review AI recommendations alongside data and apply remediation with a single click.Read 12 Oct 2026 · actian.com

Security and compliance

Actian's Trust Center says the Data Intelligence Platform has SOC 2 compliance and that Actian Corporation and the Data Intelligence Platform are ISO/IEC 27001:2022 certified.Read 12 Oct 2026 · actian.com

Workflow orchestration

YesRead 22 Sep 2026 · actian.com

Where Specifiction places it

• Integration Platform as a Service Software#64 of 1137.7