Building Trust in AI: Qlik's Latest AutoML Enhancements Offer Transparent Explainability and Improved Business Outcomes
September 10 2024 - 8:30AM
Qlik®, a global leader in data integration, analytics, and
artificial intelligence (AI), announces new enhancements to its
AutoML capabilities. These updates make it easier for analytics
teams to build and deploy high-performing machine learning models,
providing native analytics to explain predictions in real-time.
With full integration into Qlik Cloud, these features enable
businesses to move from reactive to proactive decision-making,
helping them anticipate trends, address challenges, and optimize
outcomes with greater confidence.
"At Qlik, we understand that trust and
transparency are critical in AI-driven decision-making. Our latest
AutoML enhancements ensure full model explainability, providing our
users with the confidence that their AI models are reliable and
performing well. These advancements foster trust and translate into
more informed strategic decisions, enabling better business
outcomes," said Brendan Grady, General Manager of Qlik’s Analytics
Business Unit.
Qlik's latest AutoML enhancements bring
significant value to businesses by delivering clear and actionable
outcomes:
- Intelligent Model Optimization: Simplifies the
process of building and deploying machine learning models by
automating iteration and applying data science best practices,
ensuring better performance with minimal effort.
- Native Machine Learning Analytics: Provides
auto-generated dashboards that allow users to easily analyze and
compare model performance, offering deeper insights into the
predictions and the factors driving them.
- Seamless Integration with Qlik Cloud: Fully
integrates with Qlik Cloud, leveraging existing data
infrastructures to create a unified, user-friendly experience that
supports efficient, data-driven decision-making.
- Comprehensive MLOps Capabilities: Ensures
ongoing model accuracy and business value through automated
monitoring, retraining, and lifecycle management, allowing
businesses to maintain confidence in their AI outputs.
These targeted enhancements help organizations
maximize the value they derive from AI, ensuring that predictive
insights are reliable, understandable, and actionable.
"The enhancements Qlik is introducing to AutoML
promise to significantly accelerate the value we derive from our AI
initiatives,” said Mikkel Hecht Hansen, Head of BI at Nordisk Film.
“The focus on model explainability will allow us to trust the
insights and make data-driven decisions with greater confidence.
This transparency is crucial for our business, as it helps us
understand the drivers behind the predictions and act proactively,
ultimately leading to better business outcomes."
The latest enhancements to Qlik AutoML enable
analytics teams to make proactive decisions with predictive
analytics and full model explainability through a straightforward,
no-code interface. These updates include real-time API access for
up-to-date insights, associative exploration and what-if analysis
for scenario planning, and enhanced security for data protection.
Multi-language support ensures global accessibility, while AI model
monitoring and retraining keep predictions accurate. These features
seamlessly integrate into business operations, helping
organizations respond quickly and make confident, data-driven
decisions.
To learn more about Qlik AutoML enhancements and
how they can benefit your business, visit Qlik AutoML.
About Qlik |
Media Contact |
Qlik
converts complex data landscapes into actionable insights, driving
strategic business outcomes. Serving over 40,000 global customers,
our portfolio provides advanced, enterprise-grade AI/ML, data
integration, and analytics. Our AI/ML tools, both practical and
scalable, lead to better decisions, faster. We excel in data
integration and governance, offering comprehensive solutions that
work with diverse data sources. Intuitive analytics from Qlik
uncover hidden patterns, empowering teams to address complex
challenges and seize new opportunities. As strategic partners, our
platform-agnostic technology and expertise make our customers more
competitive. |
Keith Parker keith.parker@qlik.com 512-367-2884 |
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