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Introducing Crystal: see how an AI agent works
Explore how a Domyn agent like Crystal leverages advanced reasoning capabilities to support complex enterprise challenges
Plug & ask
The agent guarantees safe and immediate access to the entire business knowledge base thanks to universal no-code connectors that are compatible with both structured and unstructured data.
Web search
The agent’s integrated web search enables user questions in natural language and real-time answers based on up to 20 verified web sources. Upon request, the agent can limit the sources to the internal business knowledge base.
Multi-language conversation
Thanks to the capabilities of proprietary language models, the agent can naturally switch between languages, accurately capturing lexical and cultural nuances in any context.
AI explainability
The agent’s AI Explainability function guarantees total transparency by allowing to retrace the process behind every insight, eliminating all ambiguities, and delivering clear, detailed, and verified answers every single time.
AI-powered configuration
The agent automatically guides the configuration of your data model, generating metadata and aliases, and identifying relations among information pieces through automatic joins between data sources, while keeping you in control of the final process.
Conversational AI
Through the integration of our proprietary LLMs, the agent can answer queries in natural language, as it understands concepts, business words and nuances to deliver context-specific data-driven insights.
Data storytelling
Through a canvas-like feature, the agent allows you to organize and personalize your insights, and keep them on hand at any given time.
Data monitoring
The agent analyzes your data even when you're offline. By setting an alert to track data movements, you can get notified of important changes, such as when your data hits a critical threshold.
Root cause analysis
The agent uses an agentic approach to identify the root causes behind specific data movements, providing a detailed analysis of correlations between events, temporal trends, and category variations.
Why use Domyn Agents
An agentic AI software ecosystem built to act on proprietary data, perform tasks autonomously, and integrate seamlessly within enterprise infrastructures
From LLMs to AI applications
Get safe and private end-to-end solutions through the agentic AI system that transforms language models into intelligent, collaborative systems.
Enterprise-grade infrastructure and integration
Access agents through a dedicated application or integrate them into your infrastructure along with a permission management system and a certified integration engine to secure structured and unstructured data connections. 
Contextual intelligence
Leverage agents that understand your language, follow your processes, and support complex decision-making thanks to a Business Knowledge Graph that interprets data to deliver accurate results. 
How Domyn agents work
A cutting-edge, security-first AI architecture for a best-in-class experience

Technology expertise

State-of-the-art AI architecture
Integration layer
The integration layer connects the agent to data sources – through secure and certified data connectors that enable fast, no-code configuration – and translates natural language requests into SQL.
Data layer
The data layer leverages AI to automate data modeling, metadata generation, and semantic relationship definition, organizing information into a unified and coherent structure.
Business Knowledge Graph
A network of interconnected information and metadata, designed to enrich the conversational context and validate user requests against the data model.
AI layer
Thanks to proprietary LLMs, the AI layer analyzes conversational context, extracts information from the request, and understands the user’s needs to generate validated queries.
Data science layer
A composite AI system built with an agentic approach, combining ML models, recommender and alerting systems to transform data into immediately actionable value.
Security
All agents guarantee complete data integration security through ISO 27001 and SOC 2 certifications. They support third-party IdP and Row-Level Security (RLS) management.

Sectors

Safe AI for regulated industries
AI for asset management
Leverage insights to manage your clients’ portfolios and investment strategies.
AI for government
Optimize your workflows by automating routine tasks and finding information faster.
AI for wealth management
Help your clients leverage their wealth effectively with the support of targeted insights.
AI for heavy industry
 Rely on real-time analysis to enhance efficiency across the energy, construction, and transportation industries.
AI for insurance companies
Leverage facts and figures to improve risk evaluation and policy outcomes.
Book a demo
Fill out the form to speak with our team and see how Crystal works.
Define your use cases
Identify how Crystal can work for mission-critical use cases within your company.
Talk to your data with Crystal
Analyze your business data, make decisions, and optimize your business.

Implementation

Crystal: where to start
What's on your mind?
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Experience the power of Crystal

Try our foundational AI agent and take the first step in shaping it around your business needs

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