Dataiku vs Qlik

Discover Dataiku Agent Management: every agent on the record

Dataiku announced the launch of Dataiku Agent Management, a new product feature for managing AI agents, along with the announcement of the AI Success Frontrunner award winners.

12,000 Attend Ai4 2026 to Discuss AI's Invisibility

The article reports on the Ai4 2026 conference in Las Vegas, which saw record attendance of over 12,000, up from 8,000 the previous year. Dataiku's keynote highlighted that 96% of enterprise leaders believe employees are using unsanctioned generative AI tools, and 80% of CIOs see their jobs at risk without measurable AI ROI. Pat Gelsinger argued that AI economics must improve dramatically, while Geoffrey Hinton, Fei-Fei Li, and Andrew Ng jointly endorsed AI regulation. The conference emphasized the need for AI governance, budget ownership, and cross-functional staffing. Speakers from Cisco, Nvidia, Uber, PayPal, and other companies discussed the shift from assistants to autonomous agents and the importance of accountable AI deployment.

• Ai4 2026 attendance exceeded 12,000, up from 8,000 the previous year.
• Dataiku's survey found 96% of enterprise leaders believe employees use unsanctioned generative AI tools.
• 80% of CIOs say their job is at risk without measurable AI ROI.

Governed RAG: Data, Context & Lineage for Enterprise AI

The article describes risks introduced by Retrieval-Augmented Generation (RAG) when enterprise data is exposed to vector search pipelines and proposes a three-part Governed RAG architecture: (1) ingestion with cryptographic embedding lineage and metadata, (2) query-time contextual Attribute-Based Access Control (ABAC) embedded into vector search queries, and (3) outbound payload sanitization (PII/PHI masking, indirect injection removal, and context length minimization). It argues that enterprises must enforce retrieval-time access controls, maintain graph-based data lineage, and implement real-time index freshness/eviction to prevent privilege escalation, prompt-injection attacks, stale-context hallucinations, and to meet compliance requirements.

• Retrieval-Augmented Generation (RAG) pairs LLMs with vector databases and knowledge graphs to ground agents in proprietary corporate knowledge.
• Vector stores typically do not preserve fine-grained document-level ACLs or cryptographic data lineage by default, creating over-permissioned retrieval risks.
• The proposed Governed RAG pipeline has three security boundaries: ingestion with cryptographic embedding lineage, query-time contextual ABAC inside the vector search, and outbound payload sanitization.

Qlik Expands MCP Availability Across AWS and Databricks Marketplaces

Qlik announced expanded availability of its Model Context Protocol (MCP) server in AWS Marketplace and Databricks Marketplace. The move lets customers connect AI assistants and agents to Qlik's governed data, analytics context, lineage, calculations, and transformation capabilities within the environments they already use. Qlik MCP exposes Qlik at the engine, tool, and agent levels, enabling natural-language querying and faster data pipeline development without duplicating analytics logic. Databricks customers can purchase Qlik solutions through the Databricks Marketplace using Universal Commits. The launch builds on the general availability of Qlik's agentic analytics experience and MCP server earlier in 2026 and extends Qlik's reach into AWS AI environments including Amazon Bedrock. Josh Good, VP of Corporate Strategy at Qlik, said customers want agent frameworks to work with trusted business data and existing metrics.

• Qlik announced expanded availability of its MCP server in AWS Marketplace and Databricks Marketplace.
• Qlik MCP is live in AWS Marketplace, including integration with Amazon Bedrock.
• Qlik MCP is now available in Databricks Marketplace, with Databricks customers able to use Universal Commits to purchase Qlik solutions.

Qlik Named a Leader in the 2026 IDC MarketScape for Worldwide Data Intelligence Platform Software

Qlik has been named a Leader in the 2026 IDC MarketScape for Worldwide Data Intelligence Platform Software, reinforcing its position in the data intelligence market.

Qlik Named a Leader for the 16th Consecutive Year in 2026 Gartner® Magic Quadrant™ for Analytics and Business Intelligence Platforms

Qlik Named a Leader for the 16th Consecutive Year in 2026 Gartner® Magic Quadrant™ for Analytics and Business Intelligence Platforms