Frequently asked questions

Bardioc is a semantic data platform that integrates, interprets, and activates enterprise data in real time. It uses a semantic graph to connect data to meaning, not just storage. Once onboarded, data becomes reusable, explainable, and ready for action across teams and use cases.

Unlike conventional systems that process data or machine learning models that detect patterns, Bardioc understands context and logic. It reasons, explains, and automates based on domain-specific semantics delivering transparency, reuse, and real-time decision support.

Bardioc helps you reuse data across silos, cut project prep by up to 50%, and reduce system complexity over time. It enables automation based on expert logic, improves governance, and accelerates innovation giving you speed, insight, and control.

Bardioc supports structured, unstructured, time-series, binary, and log-based data. It stores everything in a purpose-agnostic semantic graph, combining ontology metadata with object and time-series storage built for reuse, not redundancy.

Bardioc’s Reasoning Engine uses knowledge items — logic-based building blocks — to automate actions across domains. Every decision is explainable, traceable, and regulator-ready, making it ideal for complex, high-stakes environments.

Yes. Bardioc is cloud-agnostic and modular. It integrates via open APIs and native connectors, supports enterprise-grade security (including encryption and program governance), and scales with data, users, and complexity.

The semantic data platform Bardioc simplifies data access, governance, and reuse across silos. It empowers organizations to use their data infrastructure more effectively, enabling faster decisions and scalable automation.

Most platforms require heavy prep and static use cases. Bardioc works differently: From day one, data is copied and semantically linked into a clean foundation. It becomes reusable across domains, fueling insight, transformation, and efficiency without prepping new datasets for every use case. That saves up to 50 % of project effort. As knowledge and logic shift into Bardioc, legacy systems fade. The result: fewer dependencies, faster results, lasting impact.

Semantic intelligence refers to the ability to understand the context and meaning of data. The semantic data platform Bardioc goes far beond pattern recognition. It enables machines to reason over data based on relationships and domain logic.

The Knowledge Core is the central storage system of the semantic data platform Bardioc. It includes the graph database, ontologies, time-series storage, and binary data management.

Bardioc programs are logic-based components that interact with data to execute tasks. They can be short-lived functions, continuous services, or full composite applications operating within the Bardioc environment.

Programs run to completion with a specific task, while services in the semantic data platform Bardioc operate continuously to provide infrastructure capabilities like data connectors or action handlers to other applications.

The Bardioc Desktop is the graphical user interface of the semantic data platform Bardioc. It allows developers to build and deploy data-driven visual applications without overhead , significantly accelerating time-to-market. Authenticated users can access apps, manage profiles, and interact seamlessly with semantically enriched data.

Yes, the semantic data platform Bardioc allows developers to build, deploy, and run custom applications for data processing, integration, and visualization using its governance and runtime infrastructure, bringing programs to the data instead of moving data to a program. This enables faster, safer, and more efficient execution where the data lives.

The semantic data platform Bardioc turns domain knowledge into logic-based knowledge items, which it uses to automate decisions and workflows across complex, multi-domain environments. This is done by Bardioc‘s Reasoning Engine. It operationalizes semantic logic to enable intelligent, explainable, and automated actions.

Bardioc supports logic-based, semantic programming. Developers can build modular programs that interact with the graph, trigger actions, or expose services, and do so in the environment they’re most comfortable with. Whether you develop in IntelliJ, GoLand, VS Code, or your preferred IDE: Bardioc works as your semantic backend. You can use any language that compiles to the JVM or EVM, including Python, Java, Kotlin, Go, C, C++, Swift, Elixir, and more. Build locally. Deploy and run directly on Bardioc.

The semantic data platform Bardioc offers open APIs, standard connectors, and integration handlers to connect seamlessly with ERP, CRM, and IoT systems.

Knowledge Items are atomic units of logic derived from expert input. They serve as the building blocks for Bardioc’s Reasoning Engine, enabling logic-driven automation and decision-making. Outside of reasoning and automation use cases, Knowledge Items are not required.

Every action in the semantic data platform Bardioc is traceable, ensuring that decisions and workflows are transparent and auditable.

The semantic data platform Bardioc includes token-based authorization, encrypted storage and transmission, and program registration to ensure enterprise-grade security.

Yes, the semantic intelligence platform Bardioc is built for compliance. It supports explainability, traceability, and auditability, making it ideal for banking, healthcare, and government sectors.

The semantic data platform Bardioc stores data in a purpose-agnostic graph model, allowing programs to reuse and extend data across departments and domains.

Programs in Bardioc must be registered, authorized, and tokenized. This governance ensures control, trust, and security for all data interactions.

Yes, external applications can access the semantic data platform Bardioc through APIs. Bardioc handles background processing and data access while the app manages its own UI.

A composite application in Bardioc combines frontend, backend, and processing components into one cohesive solution. These components can be deployed and managed independently, enabling flexible development and efficient operations, especially for advanced data use cases.

The Reasoning Engine is a long-running service that automates decision-making by interpreting data and logic in real time. Acting as a general problem solver, it can automate anything a human could do at a keyboard with an active mind, from evaluating options to triggering complex actions. It forms the intelligent core of Bardioc’s action layer.

Bardioc, the semantic data platform, does not depend on machine learning — it operates independently through logic and semantics. However, it can deploy various ML models when needed. The Bardioc Reasoning Engine, on the other hand, uses machine learning extensively as an integral part of its decision automation and optimization capabilities.

Users interact with the semantic data platform Bardioc via the Bardioc Desktop, which provides access to applications. Also Bardioc offers APIs so any developer can develop data-heavy applications with their own user experience.

Yes, the semantic data platform Bardioc enables creation of intelligent, data-driven services and products by providing a foundational OS for semantic data interaction.

The semantic data platform Bardioc transforms enterprise data into strategic infrastructure. It enhances reuse, accelerates insight, solves problems by autonomous action, and supports future-proof digital innovation.