# Qlik uses Amazon Bedrock to scale grounded AI for 40,000+ customers

Digest AI · Enterprise & Industry · published 2026-10-07T15:48:46Z

Canonical: https://digestai.news/story/qlik-uses-amazon-bedrock-to-scale-grounded-ai-for-40-000-customers

## Summary

Qlik built **Qlik Answers**, an AI tool that answers employee questions with sourced, trustworthy responses by integrating Amazon Bedrock. The system addresses three key challenges: handling varied enterprise queries efficiently, complying with regional data sovereignty rules, and forecasting model capacity months ahead of demand.

Since its February 2026 launch, Qlik Answers has processed over **100,000 discoveries** via its **Discovery Agent**, with most Qlik Cloud accounts actively using agentic tools. Customers like **Lintech International** report **75% faster response times**, saving managers up to **7 hours weekly**, while **Bystronic** deployed a chatbot in **15 minutes**. The architecture separates routing, reasoning, and grounding checks—using Bedrock’s **Guardrails** for content filtering and validation—to ensure accuracy and compliance. Qlik’s **multi-model flexibility** and **cross-Region inference** via Bedrock enable global scalability without sacrificing data residency controls.

## Key points

- Qlik Answers uses Amazon Bedrock to answer employee questions with sourced, trustworthy responses for 40,000+ customers
- Discovery Agent has surfaced over 100,000 discoveries since February 2026, with most accounts actively using agentic tools
- Customers like Lintech International see 75% faster response times, saving up to 7 hours weekly, using Qlik Answers

## Why it matters

Qlik’s approach demonstrates how enterprise AI can balance speed, accuracy, and compliance at scale, offering a blueprint for regulated industries deploying AI tools.

## Sources

1. [How Qlik built grounded, enterprise-scale AI with Amazon Bedrock](https://aws.amazon.com/blogs/machine-learning/how-qlik-built-grounded-enterprise-scale-ai-with-amazon-bedrock) (AWS Machine Learning Blog, 2026-10-07, primary source)

Part of the developing story: [Amazon Bedrock Becomes Enterprise AI Operating System](https://digestai.news/thread/amazon-expands-seller-assistant-from-chatbot-to-operating-system-for-merchants) (10 stories)

## Cite

Digest AI, "Qlik uses Amazon Bedrock to scale grounded AI for 40,000+ customers", 7 October 2026, https://digestai.news/story/qlik-uses-amazon-bedrock-to-scale-grounded-ai-for-40-000-customers

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