04 Apr Self-service AI-driven insights with Omniscope

Discover how you and your customers can harness the benefits of AI-driven analytics, incorporating AI models and self-service predictive insights with Omniscope.

Having foresight offers a significant competitive edge. The capability to predict demand and anticipate behaviour can foster business expansion, diminish churn and attrition, and refine processes and supply chains.

Numerous organisations are without the necessary tools, technology, and expertise to foresee what lies ahead. At this pivotal moment, there is a pressing need for advice on how to enhance and fortify AI and ML capabilities.

Our aim at Visokio is to assist our clients in democratising data science, enabling a wider audience to reap the benefits of AI-driven analytics. Omniscope equips you with self-service predictive insights, customised to your business needs.
Recent advancements in analytics and data science have made it feasible to embed  AI/ML-driven insights directly into your analytics workflow. That’s why we have integrated Omniscope with AI models, including LLMs like OpenAI GPT, allowing you to combine real-time predictions from Python-based models with Omniscope visualisations. A solution that merges the strength of AI models with Omniscope’s core analytics to provide a comprehensive advanced analytics workflow.

Regarding the system architecture, once Omniscope is set up in your private cloud – so no data leave the premises – Omniscope workflows will link to the AI model via custom Python or R blocks, authenticating API calls against user profiles, carrying out data transformations and analytics algorithms, with the option to export data to an external tool or storage, refresh reports and dashboards, and permit end-users to define parameters and initiate analyses directly from a Report interface. Here, you can amalgamate data visualisations with web components.

Eager to explore how to leverage AI-driven analytics with Omniscope? We can demonstrate how to transform data into predictive insights using examples and offer a workshop that guides you through every step of the journey, from identifying the data challenge to exploring and preparing data, training and deploying models, and integrating these models with Omniscope to produce predictive insights.

In the picture, OpenAI GPT 4 vs Anthropic Claude 3 to classify data, running the data workflow and analysis in Omniscope to compare the model results.

Please, do get in touch, we enjoy data challenges 😎