Reach Your AI Ambitions with Predictive Analytics and ML
Blog: The Tibco Blog
Reading Time: 2 minutes
As demand for artificial intelligence (AI) and machine learning continues to grow, technology providers must allow for the democratization of data science, automation of model development, and other technological advancements.
According to Forrester’s recent report, “The Forrester Wave: Multimodal Predictive Analytics and Machine Learning, Q3 2020,” multimodal predictive analytics and machine learning (PAML) will make or break your enterprise AI ambitions.
How quickly can your data science teams build and deploy machine learning models? The faster businesses can operationalize models, the more value and business intelligence that can be derived from them. To achieve such AI success, you need the right solution by your side. TIBCO was named a Leader in the report for its ability to “tackle complex, consequential use cases.”
Here’s TIBCO’s take on the most important features of a PAML platform:
- Increase Productivity with AutoML: Automated machine learning, or AutoML, is essential for businesses to increase productivity and meet the growing demand for models. By automating feature generation and model development, TIBCO’s AutoML extension is not about replacing data scientists but removing the drudgery from their work. The data science team can use AutoML as a set of building blocks that they can then use to tweak, optimize, or break apart into reusable modules, allowing data scientists to work smarter, faster.
- Operationalize Workflows with ModelOps: Investing in AI is easy, actually putting it into action is a bigger challenge. Many businesses, even with talented data scientists developing groundbreaking models, struggle to operationalize those models for business success. That’s because there is a huge disconnect between the people developing the models and those deploying them into production. TIBCO’s model operations solution bridges that gap and helps businesses deploy models faster and realize greater business value.
- Platform Integration: TIBCO Data Science integrates with the wider TIBCO portfolio, including TIBCO Spotfire for advanced analytics and data visualization and TIBCO Streaming for real-time analytics. Plus the TIBCO Connected Intelligence platform offers data management and integration solutions that ensure predictive insights can be operationalized across the business.
How quickly can your data science teams build and deploy machine learning models? The faster businesses can operationalize models, the more value and business intelligence that can be derived from them.
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Still not convinced? Here’s a complimentary copy of the Forrester report that evaluates the market’s top PAML providers. See how TIBCO stacks up against the competition and how it can help you make AI innovations possible at your company.