What this blog covers:
- Introduction
- What is generative AI
- How Kyvos Copilot powers today’s data teams
- Kyvos Gen AI capabilities- Chat with data, text to query, guided data exploration, intelligent data selection and data governance with AI
Gen AI has completely transformed the way we look at data today. It has unlocked a new era of data discovery and exploration by using the power of AI and machine learning for modern data analytics. Going beyond traditional analytics, Gen AI can be used to automate tedious tasks, generate new insights and also predict future trends.
Talking to a machine and getting human-like responses is no less than a miracle for users whose wheelhouse doesn’t include data analytics skills. Generative AI has proven its potential to make sense of massive data using chat-based interfaces. However, generic AI chatbots and virtual assistants based on traditional models lack context-awareness and give out superficial or robotic responses. Enterprises today need advanced technology like Kyvos Copilot that goes beyond the ordinary to empower their users to converse with their growing data directly while providing intuitive experiences.
Kyvos Copilot Steals the Show
Enter Kyvos Copilot, a game-changing solution for data analytics. Using Gen AI, it enables enterprises to engage with their massively growing data and generate answers to business queries in natural language. It also empowers every user to engage with KPIs more meaningfully, no matter the underlying data’s size or complexity. Moreover, the LangChain connector integrates the semantic layer with LLMs and databases, creating a uniform workflow and a trusted source of data for AI applications.
Other capabilities include the following:
Chat with Data
Conversational analytics is an intuitive way to explore data. Kyvos Copilot not only enables users to converse with their data but also get the most relevant answers to their ad hoc questions using its best-suited semantic model. Moreover, it also remembers the context of earlier asked questions and uses that knowledge to enhance further responses.
With a chat-like interface, conversing with data becomes effortless for the user. To make it even more convenient, Kyvos accepts questions in natural language and provides output in the form of visualizations. This prevents users from falling into the trap of complexities and allows them to ask questions, get responses and make data-driven decisions.
Text-to-Query Capabilities
Kyvos Copilot also provides text-to-query capabilities enabling users to ask questions in natural language. These questions are then converted into complex MDX and SQL formulas and calculations. This capability is especially useful for power business users and data teams. By bridging the gap between natural language and technical queries, companies can streamline their data analysis processes and improve efficiency.
Guided Data Exploration
Taking another big leap, Kyvos Copilot provides the capability of exploring data with more context. This enables users to go into the depths of their data with the ability to backtrack conversations, revise queries and explore parallel tracks. Kyvos maintains retained context of the previous interactions thus, enabling users to have richer and context-based responses to their queries. It also displays related contextual prompts and cues along with the response to take the conversation further in the same direction.
Intelligent Data Selection
Kyvos Copilot powers its users to get accurate responses to their queries, no matter how complex, without having to worry about the background process. Based on the query fired, it figures out the best-suited semantic model to provide the most relevant answer, reducing error rate while saving time. Our intelligent data selection also ensures consistent results and standardized views.
Data Governance with AI
Gen AI models are advancing at a very fast pace today and it is becoming increasingly important to ensure data privacy and security. Kyvos bridges this gap, acts as a gatekeeper and provides role-based access. The multi-tiered security architecture protects data at multiple levels and this robust framework enables businesses to leverage the advantages of AI.
Gen AI is revolutionizing data interaction for enterprises and providing new opportunities for innovation and efficiency. Using Kyvos Copilot enterprises can fully harness the potential of their data by talking to it in natural language. Embrace the power of Kyvos and unlock a new era of data-driven decision-making for your business.