Generative AI architecture - Eureka AI

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class="md:col-span-6 col-span-12 flex items-center"> <div class="block-caption"> <h3 class="eyebrow text-overline mb-0 text-sol-white"> Eureka AI platform </h3> <h1 class="heading-1 text-sol-white heading-2 !mb-0"> Generative AI layer </h1> <div class="text-paragraph sub-heading mb-0 text-sol-white"> <p>Stay adaptive and competitive. 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Agents built on the Eureka platform provide full transparency and explainability, ensuring complete visibility and control over the automated processes so you can feel confident in every conclusion and action.</p> </div> </div> </div> </div> </section> <section id="block_f16308487207ab246dec890472261fc0" class="section block_AB002 bg-default flip-columns relative"> <div class="container relative z-10"> <div class="row items-center"> <div class="col-span-12 md:col-span-6"> <div class="block-caption"> <h2 class="heading-default heading mb-0"> Go beyond chat with agentic AI </h2> <div class="sub-heading mb-0 text-sol-white"> <p><ul> <li><strong>Context-aware</strong> agents are trained on industry- and business-specific data for ultra-relevant outputs. Rich memory models provide continuous, personalized assistance.</li> <li><strong>Vertical-specific</strong> agents, orchestrators, and data adapters are built with fine-tuned and instruction-tuned models, ensuring industry-relevant insights and accurate, targeted outcomes.</li> <li><strong>Enterprise-grade</strong> agents adhere to defined governance policies and provide full transparency, security, and compliance.</li> </ul> </p> </div> <div class="block-btn"> </div> </div> </div> <div class="col-span-12 md:col-span-6 md:order-first order-last"> <div class="block-media "> <div class="block-img"> <img decoding="async" width="11875" height="11875" src="https://www.symphonyai.com/wp-content/uploads/Graphic12-AgenticAI2-01.jpg" class="attachment-full size-full" alt="Agentic AI SymphonyAI" loading="lazy" /> </div> </div> </div> </div> </div> </section> <section id="block_882891f2fc7e6b0898b22a8bd824f64d" class="section block_AB002 bg-default relative"> <div class="container relative z-10"> <div class="row items-center"> <div class="col-span-12 md:col-span-6"> <div class="block-caption"> <h2 class="heading-default heading mb-0"> Build your own custom agents </h2> <div class="sub-heading mb-0 text-sol-white"> <p><p>Automate core processes with custom AI agents. Create and manage complex, multi-step workflows that react to real-world events or triggers and maintain long-term memory—all powered by LLMs for easy interaction.</p> <p>Accelerate deployment with a library of pre-built, industry-specific agents. Build on proven templates so you can add your data for AI assistants perfectly fitted to your business.</p> </p> </div> <div class="block-btn"> </div> </div> </div> <div class="col-span-12 md:col-span-6 "> <div class="block-media "> <div class="block-img"> <img decoding="async" width="2560" height="2126" src="https://www.symphonyai.com/wp-content/uploads/Graphic13-CustomizeAI-01-1-scaled.jpg" class="attachment-full size-full" alt="Custom AI agents" loading="lazy" srcset="https://www.symphonyai.com/wp-content/uploads/Graphic13-CustomizeAI-01-1-scaled.jpg 2560w, https://www.symphonyai.com/wp-content/uploads/Graphic13-CustomizeAI-01-1-300x249.jpg 300w, https://www.symphonyai.com/wp-content/uploads/Graphic13-CustomizeAI-01-1-1024x850.jpg 1024w, https://www.symphonyai.com/wp-content/uploads/Graphic13-CustomizeAI-01-1-768x638.jpg 768w, https://www.symphonyai.com/wp-content/uploads/Graphic13-CustomizeAI-01-1-1536x1275.jpg 1536w, https://www.symphonyai.com/wp-content/uploads/Graphic13-CustomizeAI-01-1-2048x1700.jpg 2048w" sizes="(max-width: 2560px) 100vw, 2560px" /> </div> </div> </div> </div> </div> </section> <section id="block_d9f4e44286c76d29e7756c99680c6dd3" class="section block_AB002 bg-default flip-columns relative"> <div class="container relative z-10"> <div class="row items-center"> <div class="col-span-12 md:col-span-6"> <div class="block-caption"> <h2 class="heading-2 heading mb-0"> Innovate with a multi-agent framework </h2> <div class="sub-heading mb-0 text-sol-white"> <p><p>Specialized AI agents work together to complete complex workflows with full transparency. Each agent handles specific pieces of a workflow for more advanced problem-solving capabilities, reasoning, and decision-making.</p> <p>LLM-based orchestration manages and coordinates the interactions between different AI agents. This approach delivers seamless integration and efficient operation of complex AI systems, with all components working together for optimal results.</p> </p> </div> <div class="block-btn"> </div> </div> </div> <div class="col-span-12 md:col-span-6 md:order-first order-last"> <div class="block-media "> <div class="block-img"> <img decoding="async" width="2560" height="2126" src="https://www.symphonyai.com/wp-content/uploads/Graphic14-Multi-agentFramework-01-scaled.jpg" class="attachment-full size-full" alt="Multi AI agent framework" loading="lazy" srcset="https://www.symphonyai.com/wp-content/uploads/Graphic14-Multi-agentFramework-01-scaled.jpg 2560w, https://www.symphonyai.com/wp-content/uploads/Graphic14-Multi-agentFramework-01-300x249.jpg 300w, https://www.symphonyai.com/wp-content/uploads/Graphic14-Multi-agentFramework-01-1024x850.jpg 1024w, https://www.symphonyai.com/wp-content/uploads/Graphic14-Multi-agentFramework-01-768x638.jpg 768w, https://www.symphonyai.com/wp-content/uploads/Graphic14-Multi-agentFramework-01-1536x1275.jpg 1536w, https://www.symphonyai.com/wp-content/uploads/Graphic14-Multi-agentFramework-01-2048x1700.jpg 2048w" sizes="(max-width: 2560px) 100vw, 2560px" /> </div> </div> </div> </div> </div> </section> <section class="section block_SL002 bg-light-blue flip-columns"> <div class="container"> <div class="row"> <h2 class="heading-default heading !mb-[48px] col-span-12"> Agentic AI for enterprise scale </h2> </div> <div class="swiper swiper-solutions"> <div class="swiper-wrapper"> <div class="swiper-slide"> <div class="row"> <div class="md:col-span-6 lg:col-span-7 col-span-12 max-md:row-[1_/_1]"> <div class="block-img"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Graphic18-LLMEvaluation-01-1-scaled.jpg" alt="Secure and private Large Language Models LLM evaluation" /> </div> </div> <div class="md:col-span-6 lg:col-span-5 col-span-12 order-first"> <div class="block-caption"> <h6 class="eyebrow animate-eyebrow mb-[24px]">AI agents platform components</h6> <h4 class="heading animate-heading mb-[24px]">Agent orchestration</h4> <div class="text-paragraph sub-heading animate-text mb-[24px]"><p>Manage complex, long running workflows via asynchronous operations—intelligently delegating tasks, monitoring for signals, and executing actions when triggered. This advanced orchestration enables sophisticated, multi-step processes that dynamically adapt to changing conditions, enhancing overall system responsiveness and efficiency.</p> </div> </div> </div> </div> </div> <div class="swiper-slide"> <div class="row"> <div class="md:col-span-6 lg:col-span-7 col-span-12 max-md:row-[1_/_1]"> <div class="block-img"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Graphic19-ToolManagement2-01-scaled.jpg" alt="AI tool management" /> </div> </div> <div class="md:col-span-6 lg:col-span-5 col-span-12 order-first"> <div class="block-caption"> <h6 class="eyebrow animate-eyebrow mb-[24px]">AI agents platform components</h6> <h4 class="heading animate-heading mb-[24px]">Tool management</h4> <div class="text-paragraph sub-heading animate-text mb-[24px]"><p>Vertical-specific tools and workflows make agentic AI possible. Agents dynamically select and use the appropriate tools—such as data APIs, predictive models, knowledge graphs, action executors, and code generators—to complete complex tasks. Human-the-loop mechanisms provide oversight and handle nuanced decisions, ensuring responsible and effective AI operations. </p> </div> </div> </div> </div> </div> <div class="swiper-slide"> <div class="row"> <div class="md:col-span-6 lg:col-span-7 col-span-12 max-md:row-[1_/_1]"> <div class="block-img"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Graphic20-LLMGateway-01-scaled.jpg" alt="Secure and private Large Language Models LLM gateway" /> </div> </div> <div class="md:col-span-6 lg:col-span-5 col-span-12 order-first"> <div class="block-caption"> <h6 class="eyebrow animate-eyebrow mb-[24px]">AI agents platform components</h6> <h4 class="heading animate-heading mb-[24px]">LLM and prompt management</h4> <div class="text-paragraph sub-heading animate-text mb-[24px]"><p>Centralize the use of multiple LLMs with defined policies, security measures, and guardrails. Implement a streamlined system for prompt management, including a centralized library for version control and collaborative refinement. Employ intelligent model selection to dynamically route queries to the optimal language model, analyzing input characteristics and task requirements to enhance precision and speed while balancing computational load.</p> </div> </div> </div> </div> </div> <div class="swiper-slide"> <div class="row"> <div class="md:col-span-6 lg:col-span-7 col-span-12 max-md:row-[1_/_1]"> <div class="block-img"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Graphic24-Self-reflectingFeedbackLoops-01-scaled.jpg" alt="Self reflecting feedback loops" /> </div> </div> <div class="md:col-span-6 lg:col-span-5 col-span-12 order-first"> <div class="block-caption"> <h6 class="eyebrow animate-eyebrow mb-[24px]">AI agents platform components</h6> <h4 class="heading animate-heading mb-[24px]">Self-reflecting feedback loops</h4> <div class="text-paragraph sub-heading animate-text mb-[24px]"><p>AI agents continuously evolve, learning and adapting through long-term persistent memory. Policy-guided ‘tree of thought’ processes allow agents to reflect on decisions and revert when necessary, improving accuracy and reliability. Robust model evaluation monitors performance, detecting drift and triggering alerts if predefined eval criteria are crossed. Automated feedback loops initiate model retraining and fine-tuning processes, while compliance teams and human administrators review and approve production changes.</p> </div> </div> </div> </div> </div> </div> <div class="swiper-nav"> <div class="swiper-button-prev"></div> <div class="swiper-button-next"></div> </div> <div class="swiper-pagination"></div> <div class="swiper-scrollbar"></div> </div> </div> </section> <section class="section block_SL002 bg-light-blue"> <div class="container"> <div class="row"> <h2 class="heading-default heading !mb-[48px] col-span-12"> Get full enterprise security </h2> </div> <div class="swiper swiper-solutions"> <div class="swiper-wrapper"> <div class="swiper-slide"> <div class="row"> <div class="md:col-span-6 lg:col-span-7 col-span-12 max-md:row-[1_/_1]"> <div class="block-img"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Graphic15-FullTransparency-01-1-scaled.jpg" alt="Full AI transparency" /> </div> </div> <div class="md:col-span-6 lg:col-span-5 col-span-12 "> <div class="block-caption"> <h4 class="heading animate-heading mb-[24px]">Full transparency</h4> <div class="text-paragraph sub-heading animate-text mb-[24px]"><p>Every interaction and decision is logged and stored for comprehensive observability. Easily review the full context and back-and-forth between agents to understand exactly how results were achieved.</p> </div> </div> </div> </div> </div> <div class="swiper-slide"> <div class="row"> <div class="md:col-span-6 lg:col-span-7 col-span-12 max-md:row-[1_/_1]"> <div class="block-img"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Graphic16-EnterpriseSecurity-01-scaled.jpg" alt="Enterprise AI security log management" /> </div> </div> <div class="md:col-span-6 lg:col-span-5 col-span-12 "> <div class="block-caption"> <h4 class="heading animate-heading mb-[24px]">Log management</h4> <div class="text-paragraph sub-heading animate-text mb-[24px]"><p>All component logs are aggregated into a centralized system for streamlined analysis. Quickly search, filter, and inspect logs to pinpoint and resolve issues.</p> </div> </div> </div> </div> </div> <div class="swiper-slide"> <div class="row"> <div class="md:col-span-6 lg:col-span-7 col-span-12 max-md:row-[1_/_1]"> <div class="block-img"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Graphic17-RealTimeMonitoring-01-scaled.jpg" alt="Enterprise AI security real time monitoring" /> </div> </div> <div class="md:col-span-6 lg:col-span-5 col-span-12 "> <div class="block-caption"> <h4 class="heading animate-heading mb-[24px]">Real-time monitoring</h4> <div class="text-paragraph sub-heading animate-text mb-[24px]"><p>Track performance metrics in real-time, including latency, throughput, and resource utilization to ensure peak performance and uptime. Purpose-built monitoring for generative AI also tracks model quality, data drift, and more—catching issues before they occur.</p> </div> </div> </div> </div> </div> <div class="swiper-slide"> <div class="row"> <div class="md:col-span-6 lg:col-span-7 col-span-12 max-md:row-[1_/_1]"> <div class="block-img"> <img decoding="async" src="https://www.symphonyai.com/wp-content/uploads/Graphic25-LLMSecurityGuardrails-01-scaled.jpg" alt="LLM security guardrails" /> </div> </div> <div class="md:col-span-6 lg:col-span-5 col-span-12 "> <div class="block-caption"> <h4 class="heading animate-heading mb-[24px]">LLM security and guardrails</h4> <div class="text-paragraph sub-heading animate-text mb-[24px]"><p>Robust security measures and intelligent guardrails ensure safe, reliable AI deployment. Comprehensive auditing and evaluation tools identify potential issues early, enabling continuous refinement. Proactive safeguards, including PII redaction and OWASP threat protection, secure your systems from day one. A centralized LLM gateway optimizes access management, enhancing reliability, scalability, and cost-efficiency for enterprise-wide AI adoption. </p> </div> </div> </div> </div> </div> </div> <div class="swiper-nav"> <div class="swiper-button-prev"></div> <div class="swiper-button-next"></div> </div> <div class="swiper-pagination"></div> <div class="swiper-scrollbar"></div> </div> </div> </section> <section id="block_b4cb7f262c5e0f32d8189836638719da" class="section block_AB007 bg-default !pb-0"> <div class="container"> <div class="block-title mb-[80px]"> <h2 class="heading-default heading"> Explore the Eureka AI platform </h2> <div class="block-btn"> </div> </div> <div class="row"> <div class="col-span-12 lg:col-span-4 mb-[48px]"> <div class="block-card"> <lottie-player class="card-icon lottie" src="https://www.symphonyai.com/wp-content/uploads/2023/09/benefit_icon_05-1.json" background="transparent" loop autoplay speed="1"></lottie-player> <div class="card-caption"> <h6 class="heading 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src="https://player.vimeo.com/progressive_redirect/playback/864931449/rendition/1080p/file.mp4?loc=external&signature=43a434108467eeee818e46b67e1f8c5496efdbd92d82e05cdd3981619a9ed147" type="video/mp4"> <source src="https://player.vimeo.com/progressive_redirect/playback/864931449/rendition/1080p/file.mp4?loc=external&signature=43a434108467eeee818e46b67e1f8c5496efdbd92d82e05cdd3981619a9ed147" type="video/mp4" media="all and (max-width: 480px)"> Your browser does not support the video tag. </video> </section> <section class="section block_AB019 bg-dark !pb-0"> <div class="container"> <div class="row items-start mb-[80px]"> <div class="md:col-span-6 lg:col-span-5 col-span-12"> <h2 class="heading-2 heading dark:text-sol-white !mb-0 text-sol-white"> Generative AI layer FAQs </h2> <div class="text-paragraph-large mt-[24px] text-sol-white"> <p>The team at SymphonyAI is here to answer your questions about AI for business and our solutions. Here are some of the most common.</p> </div> </div> <div class="md:col-span-6 lg:col-start-7 lg:col-end-13 col-span-12 lg:mt-0 mt-[15px]"> <div class="faq" id="accordion-172597157"> <div id="accordion-container-172597157-1"> <div class="accordion" id="accordion-172597157-1"> <div class="accordion-item bg-sol-white px-[20px] mb-3"> <h2 class="accordion-header"> <button class="accordion-button !pr-[20px] collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#accordion-item-172597157-1" aria-expanded="false" aria-controls="accordion-item-172597157-1"> What is the SymphonyAI Eureka platform? </button> </h2> <div id="accordion-item-172597157-1" class="accordion-collapse collapse" data-bs-parent="#accordion-172597157-1"> <div class="accordion-body"> <div class="accordion-description"><p>The Eureka AI platform from SymphonyAI is the foundational platform upon which all SymphonyAI products are built. It is designed to help businesses benefit from AI through custom AI agents and copilots, streamlined processes, and transparent control.</p> </div> </div> </div> </div> <div class="accordion-item bg-sol-white px-[20px] mb-3"> <h2 class="accordion-header"> <button class="accordion-button !pr-[20px] collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#accordion-item-172597157-2" aria-expanded="false" aria-controls="accordion-item-172597157-2"> What are AI agents, and how are they used in the Eureka AI platform? </button> </h2> <div id="accordion-item-172597157-2" class="accordion-collapse collapse" data-bs-parent="#accordion-172597157-1"> <div class="accordion-body"> <div class="accordion-description"><p>An AI agent operates autonomously, performing tasks and making decisions independently to achieve its goals. AI agents from SymphonyAI are trained on industry-specific data to provide relevant, personalized assistance. These agents retain memory of past interactions, which allows them to offer consistent and customized responses within industry-relevant workflows.</p> </div> </div> </div> </div> <div class="accordion-item bg-sol-white px-[20px] mb-3"> <h2 class="accordion-header"> <button class="accordion-button !pr-[20px] collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#accordion-item-172597157-3" aria-expanded="false" aria-controls="accordion-item-172597157-3"> Can users create custom AI agents on the Eureka AI platform? </button> </h2> <div id="accordion-item-172597157-3" class="accordion-collapse collapse" data-bs-parent="#accordion-172597157-1"> <div class="accordion-body"> <div class="accordion-description"><p>Yes, the Eureka AI platform enables users to build and manage custom AI agents tailored to unique needs. The platform includes templates, libraries, and tools for developing AI agents and multi-step workflows and integrating them into business operations.</p> </div> </div> </div> </div> <div class="accordion-item bg-sol-white px-[20px] mb-3"> <h2 class="accordion-header"> <button class="accordion-button !pr-[20px] collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#accordion-item-172597157-4" aria-expanded="false" aria-controls="accordion-item-172597157-4"> What is a multi-agent framework? </button> </h2> <div id="accordion-item-172597157-4" class="accordion-collapse collapse" data-bs-parent="#accordion-172597157-1"> <div class="accordion-body"> <div class="accordion-description"><p>A multi-agent framework allows specialized AI agents to work together to manage complex workflows. Each AI agent is responsible for its specific task, and an LLM-based orchestrator coordinates their actions, ensuring seamless collaboration and efficient problem-solving.</p> </div> </div> </div> </div> <div class="accordion-item bg-sol-white px-[20px] mb-3"> <h2 class="accordion-header"> <button class="accordion-button !pr-[20px] collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#accordion-item-172597157-5" aria-expanded="false" aria-controls="accordion-item-172597157-5"> How does Eureka ensure transparency and control over AI agents, copilots, and processes? </button> </h2> <div id="accordion-item-172597157-5" class="accordion-collapse collapse" data-bs-parent="#accordion-172597157-1"> <div class="accordion-body"> <div class="accordion-description"><p>Eureka provides full transparency so you can explore every action and decision made by AI agents. This allows organizations to maintain control over automated processes, understand the decisions made by AI agents, and fully comply with regulations and audits.</p> </div> </div> </div> </div> <div class="accordion-item bg-sol-white px-[20px] mb-3"> <h2 class="accordion-header"> <button class="accordion-button !pr-[20px] collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#accordion-item-172597157-6" aria-expanded="false" aria-controls="accordion-item-172597157-6"> How does SymphonyAI address security and data privacy concerns? </button> </h2> <div id="accordion-item-172597157-6" class="accordion-collapse collapse" data-bs-parent="#accordion-172597157-1"> <div class="accordion-body"> <div class="accordion-description"><p>SymphonyAI’s Eureka platform incorporates enterprise-grade security and compliance standards to protect data and maintain privacy. 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