Qlik Answers Drives AI Adoption from Pilot to Operations
Enterprises worldwide are increasingly moving from experimental AI projects to embedding AI deeply into their core operations.
Qlik, a global leader in enterprise analytics and AI platforms, is experiencing a pronounced surge in the adoption of its AI-powered decision intelligence tool, Qlik Answers, reflecting broader industry trends.
This comes as organisations demand AI solutions that provide actionable, explainable and reliable intelligence, not just proof-of-concept demonstrations.
Practical AI at scale
While many Gen AI tools struggle to scale within complex organisations, Qlik Answers is designed for enterprise-readiness.
By combining advanced AI with robust data management, it directly addresses the key challenges of trust, explainability and compliance that often prevent AI integration into business-critical workflows.
Qlik Answers is powered by Amazon Bedrock and uses retrieval-augmented generation and smart enterprise indexing to enable users to ask questions in natural language and receive precise, context-rich responses drawn from their own data repositories.
Crucially, the tool is designed to provide explainable answers with full data lineage and traceability, features essential for regulated industries and decision-makers who need to understand the “why” behind AI-driven insights.
“Enterprises are rightly scrutinising AI tools for practical value and reliability,” says Brendan Grady, Executive Vice President and General Manager of Qlik’s Analytics Business Unit.
“With Qlik Answers, we’re seeing customers transition from experimentation to execution, using their own data assets to solve real problems, today.”
Turning experimentation into embedded intelligence
Qlik’s recent deployments across sectors demonstrate the shift from AI experimentation to embedded intelligence that directly improves operations.
- Global sheet-metal processing leader Bystronic launched an AI chatbot in just 15 minutes, allowing employees to instantly access real-time operations data with fully sourced responses, enhancing decision-making across departments
- Lintech International tapped into Qlik Answers to index more than 17,000 technical documents. This indexing reduced the time spent on manual research, cutting response times by 75% and enabling business managers to recover up to seven hours per week
- TouchPoint Support Services, supporting 15,000 staff across 650 healthcare sites, deployed Qlik Answers to deliver rapid, compliant guidance in a fast-paced, highly regulated environment, positioning the organisation for ambitious growth
These examples showcase how AI-powered decision intelligence tools like Qlik Answers are tightly integrating into frontline workflows, driving measurable efficiency, compliance and speed.
Broader industry trends in enterprise AI
Qlik’s experience highlights key trends shaping enterprise AI adoption.
Organisations are moving AI beyond pilots to operational tools that integrate with existing data ecosystems, as seen with Qlik Answers’ connectivity to Qlik Cloud and automation frameworks.
Increasing regulatory demands are driving the need for explainable AI with clear data lineage, essential in sectors like healthcare and finance.
AI is evolving from static dashboards to dynamic assistants that provide real-time answers and actionable insights, empowering frontline staff and executives.
Additionally, AI is unlocking value from vast unstructured data, transforming it into trusted knowledge for faster, smarter decisions.
As businesses grapple with unstructured data complexity and demand trustworthy AI, platforms that combine speed, security and transparency – like Qlik Answers – will play a key role.
Qlik Answers is a case study in how AI can be pragmatically embedded at scale across industries, unlocking value hidden in data and accelerating the shift from AI aspiration to everyday execution.
For enterprises seeking to unlock insights from their unstructured data and embed trusted AI into their workflows, Qlik Answers offers a compelling solution aligned with the future of work.
