Embedded Analytics
Logi Symphony AI: Smarter Analytics With Self-Learning Agentic AI
- Adaptive Actionable AI – Leverage Agentic RAG AI for self-learning analytics that adapt over time, delivering contextually relevant, actionable insights.
- Vendor Agnostic AI – Hot-swappable, air-gapped LLM chatflows that adapt to your technology landscape, ensuring your analytics stay cutting-edge and relevant.
- Governed AI Analytics – Built on integrated user-based security and data governance, ensuring precise user and tenant-level data access for unmatched protection.
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Common AI Pitfalls: Why Most Vendors' Systems Fall Short
Generic AI, Generic Answers
Traditional AI solutions often miss the mark, delivering generic answers that fail to evolve with user needs. Logi AI includes Agentic AI—a self-learning system that adapts to your data context, providing precise, actionable insights that continuously improve with use.
Expensive Ecosystem Lock-In
AI tech evolves daily and being locked into one ecosystem limits innovation. Logi AI offers a hot-swappable AI framework for seamless integration with any AI technology, ensuring your analytics stay advanced and flexible, free from vendor lock-in.
Public Exposure of Private Data
Public AI models expose private data. Logi AI leverages the built-in data governance model and supports local LLMs/SLMs to provide robust data protection, ensuring your vital information stays secure within your organization without compromising quality.
Essential Embedded Analytics for In-App Intelligence
Agentic AI for Self-Correcting Insights
Adaptive intelligence for continuous learning and refinement.
- Self-corrects to provide accurate, relevant insights.
- Learns from user interactions to improve over time.
- Significantly reduces hallucinations and enhances decision-making precision.
Customizable AI-Driven Chatflows
Customizable AI behaviors that power dynamic, context-aware interactions in embedded analytics.
- Design AI chatflows for unique workflows and business needs.
- Easily adjust prompts for more precise, context-aware responses.
- Enhance user engagement with dynamic, relevant conversations.
AI Marketplace: Discover and Deploy AI Tools Faster
Go to market faster with prebuilt AI tools and seamless extensions.
- Access a curated marketplace packed with powerful AI extensions.
- Embed and integrate AI workflows directly into existing systems.
- Stay ahead with an ever-expanding catalog of cutting-edge AI solutions.
Data Governance: The Cornerstone of AI Integrity
Enable accurate, secure, and trusted AI insights with robust built-in governance.
- Prevent “garbage in, garbage out” with accurate data.
- Built-in governance ensures trust and security.
- Tenant-level controls for seamless multi-user setups.
- Protect privacy while enabling actionable insights.
Logi Symphony AI Doc Assist for Smarter Faster Development
Deliver instant answers with AI-powered tools, guiding users effortlessly through complex documentation
- Quickly locate the content you need with AI-driven search.
- Eliminate time spent hunting for answers by delivering them on demand.
- Improve user satisfaction with clear, immediate guidance.
AI-Powered SQL Generation and Optimization
Create complex SQL queries without knowing SQL, simplifying dashboard and report generation
- Generate SQL queries from natural language inputs.
- Optimize for faster, more efficient query performance.
- Empower teams with data insights without technical expertise.
Explore Real-World AI Use Cases for Your Business
Elevating Insights: Logi Symphony AI's Chat-based Data Analysis Approach
The ability to use AI to glean better insights about your data is no longer a nice-to-have, it’s an expectation. Results from the AI need to be relevant and useful to the end user. Logi Symphony AI distinguishes itself by not just applying AI generically but by training the system on your specific data, enhancing its ability to deliver actionable responses. By optionally allowing AI to interact with your structured and cleaned data, Logi Symphony maximizes its accuracy and relevance, transforming raw data into a strategic asset to empower your users and help them make better business decisions.
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Stay Ahead of Competitors with Strategic AI Insights
Users have concerns about AI exposing data to both external entities and unauthorized internal users. Logi AI addresses these concerns head-on by supporting air-gapped local LLM/SLM and ensuring full data security. This framework augments, secures, applies permissions to, and cleanses your data before AI analysis, ensuring that insights are derived from data that is not only accurate but also safe. With Logi AI, you gain the power of advanced analytics without sacrificing the integrity or confidentiality of your data—even in a multi-tenant setup.
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AI-Powered Decisions Elevate Your Application
Gaining a competitive edge with your applications in today’s market requires rapid, accurate insights. Address this need by embedding AI within your applications, offering insights tailored to your users’ unique needs. This approach enables them to do more with the available data, facilitating better data-informed strategic planning in their roles. It results in quicker, more informed decision-making, putting your application ahead of competitors. By empowering your users with AI analytics, you help them swiftly identify and act on the data you provide.
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Seamlessly Integrate AI for Quicker, Smarter Apps
Your data-driven applications aim to offer users rapid, comprehensive analysis. The necessity for AI integration is evident, yet the challenge lies in harmonizing this demand with the constraints of development overhead, and maintenance is a concern. The solution? AI that delivers immediate, tangible value to your users and supports low-code/no-code integration. Adopting Logi AI ensures your applications are advanced and user-friendly, enhancing your competitive edge with minimal technical debt and low maintenance, all without overburdening your team.
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Navigating Build vs. Buy: AI Made Simple
Choosing to build rather than buy AI capabilities for your applications can hinder innovation and slow your time to market. Highly flexible, low-code/no-code AI solutions that streamline integration are in high demand. This approach enables easy embedding of advanced AI, maintaining technological leadership without maintenance burdens, high development costs, training, or ecosystem lock-in risks. The ideal blend of sophistication and simplicity accelerates AI adoption, driving innovation and effortlessly advancing your technology.
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Unlock AI's Power in Embedded Analytics for Apps
Frequently Asked Questions
Logi Symphony AI, part of Logi Symphony, elevates embedded analytics by integrating advanced AI and NLP. It offers customizable chatflows, adaptable AI models, and stringent data governance, making analytics more actionable, accurate, and secure. Designed for product managers and software teams, Logi Symphony AI ensures analytics are user-friendly and tailored, revolutionizing application development and data insight generation.
Agentic AI is a self-learning artificial intelligence approach integrated into Logi Symphony that adapts to your unique data and user interactions. Unlike traditional AI, which often relies on static models and predefined responses, Agentic AI evolves over time by analyzing context and feedback, delivering smarter, more relevant insights that continuously improve.
Agentic AI empowers your embedded analytics by enabling dynamic query adjustments, context-aware insights, and adaptive learning. It ensures your users receive precise, actionable answers tailored to their specific needs, driving engagement and more effective decision-making within your application.
Unlike generic AI, Logi AI is engineered for your unique data ecosystem, offering intelligent adaptability and customization. It learns from specific data contexts, ensuring insights are accurate and integrated with your business processes. Powered by Logi Symphony, Logi AI combines flexibility, security, and a user-centric design to surpass generic solutions, delivering truly personalized analytics experiences.
Logi AI combats ecosystem lock-in with its hot-swappable AI framework, allowing for the integration of any large or specific language model. This flexibility ensures that your analytics and AI capabilities remain cutting-edge and adaptable to the latest technological advancements without being tethered to a single provider.
Absolutely. Built upon Logi Symphony’s robust data governance framework, Logi AI enhances data security by ensuring that users access only the data they’re authorized to see. This approach minimizes risks and potential data breaches, safeguarding your information while still delivering insightful analytics.
Logi AI reduces the guesswork in user interactions through predefined prompts and a “Chat Feedback” mechanism that enhances chat quality. These features ensure users have a clear understanding of the queries they can perform, leading to a more engaging and efficient analysis experience.
Logi AI leverages Logi Symphony’s ETL, cleaning, and augmentation tools to ensure the high quality of data inputs. This commitment to superior data quality allows the AI to generate reliable, actionable insights, avoiding the pitfalls of subpar data affecting the outcomes.
Yes, Logi AI is designed for broad application. Its full API and embed capabilities allow for the integration of AI chatbots beyond just dashboards—into websites, portals, and client apps. This ensures that the benefits of AI-driven insights are accessible wherever they are most needed.
Logi AI utilizes real-time data context to deliver precise and relevant responses. This means that regardless of the nature of the inquiry, the system is capable of providing insights that are not only accurate but also grounded in the latest available data, making every interaction informative and insightful.
Logi AI offers a marketplace of chatflow templates, simplifying the process of launching sophisticated AI interactions. These templates, designed for easy customization and integration, provide a quick start option for businesses to deploy AI chatflows, significantly reducing development time and effort.