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Declarative Pipelines in Qlik Talend Cloud

Qlik
07/31/2026
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to adopt AI as part of their everyday workflow. But for many data engineers, there's still hesitation around using AI to build production data pipelines due to concerns around maintainability, cost, and long-term support. What if AI could enhance existing workflows instead of replacing them? With declarative pipelines in Qlik, teams can use tools like CLAWD Code, VS Code, and GitHub Copilot to build and update Qlik Talon Cloud pipelines using natural language prompts. The result is flexible development, automated pipeline creation, and faster delivery of trusted AI-ready data across the enterprise. Ready to see more? Watch the on-demand webinar for demonstrations of each Adjentic Data Engineering Agent.

TL;DR

  • Declarative Pipelines in Qlik Talend Cloud let data engineers build and update pipelines using natural language prompts through tools like Claude Code, GitHub Copilot, and VS Code.
  • The feature is designed to overcome AI adoption hesitation by enhancing existing developer workflows rather than replacing them with unfamiliar tooling.
  • Qlik claims the result is automated pipeline creation, flexible development, and faster delivery of trusted, AI-ready data across the enterprise.

Summary

This short promotional video introduces Declarative Pipelines in Qlik Talend Cloud, a feature designed to address data engineers' hesitation around adopting AI in production environments. The core concern — that AI-generated pipelines may be difficult to maintain, costly, or lack long-term support — is framed as the problem Declarative Pipelines solves. Rather than replacing existing developer workflows, the feature integrates with familiar tools including Claude Code, GitHub Copilot, and VS Code, allowing engineers to build and update data integration pipelines using natural language prompts. Qlik positions this as an enhancement to current practices rather than a disruptive replacement. The promised outcomes include flexible development, automated pipeline creation, and faster delivery of AI-ready data across the enterprise. The video closes with a call to action directing viewers to an on-demand webinar showcasing demonstrations of each Agentic Data Engineering Agent in the broader Qlik offering.

Chapters

0:00 - AI Adoption Hesitation
0:22 - Declarative Pipelines Introduced
0:39 - Key Benefits
0:47 - Webinar Call to Action

Key Quotes

0:10 "... for many data engineers, there's still hesitation around using AI to build production data pipelines due to concerns around maintainability, cost, and long-term support."
0:22 "What if AI could enhance existing workflows instead of replacing them? ..."
0:39 "The result is flexible development, automated pipeline creation, and faster delivery of trusted AI-ready data across the enterprise."

FAQ

What developer tools work with Qlik Declarative Pipelines?

Declarative Pipelines integrates with Claude Code, GitHub Copilot, and VS Code, allowing engineers to use natural language prompts within their existing development environments.

Does Declarative Pipelines replace existing data engineering workflows?

No — Qlik explicitly positions Declarative Pipelines as an enhancement to existing workflows, not a replacement, addressing common concerns around AI disrupting established practices.


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  • AI & Machine Learning
  • Data Protection
  • Demo
  • Getting Started
  • Technical Deep Dive
  • Declarative Pipelines
  • Data Integration
  • AI-Assisted Development
  • Natural Language Prompts
  • Qlik Talend Cloud
  • Agentic Data Engineering
  • Developer Toolchain Integration
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