EnterpriseWeb and Snowflake are collaborating to unleash the power of network data for Telco-grade agentic AI and autonomous networking. They will be premiering their joint solution at this year’s Mobile World Congress in Barcelona, the Telecom industry’s largest annual event.
Solution: EnterpriseWeb’s Knowledge Plane supports deterministic reasoning over Snowflake’s AI Data Cloud allowing it to enrich analytics and inferences for optimized automation and AI. The ontology-based solution ensures accurate, explainable and logically consistent responses based on Telecom domain knowledge and a unified network view. The Knowledge Plane efficiently serves context to Language Models like Snowflake Cortex and provides shared memory via the MCP protocol and a secure AI Gateway for multi-agent coordination. Collectively, EnterpriseWeb operationalizes network data in Snowflake to optimize intent-based orchestration and Agentic automation.
Implementation: EnterpriseWeb’s no-code platform is deployed as a Snowflake native app deployed in Snowpark containers. As a native app it benefits from Snowflake’s Horizon for security and governance. The platform supports zero-copy integration with Snowflake’s AI Data Cloud, leverages Cortex for NLP, inferences and Semantic Views. In addition to supporting SQL for AI Data Cloud integration, EnterpriseWeb uses GQL to interoperate with Snowflake native Labeled Property Graphs to automate graph data science (e.g., probability-based clustering).
Demo: Ontology-driven multi-domain, multi-agent level 4/5 autonomous networking
Demo Scenario: EnterpriseWeb enriches Snowflake aggregated data with a Telecom Ontology including TM Forum and other industry standard concepts and metadata. The platform generates and maintains implementations for the set of TMF Open APIs with no code; and wraps TMF Open APIs in Model Context Protocol (MCP) to enable Agent-based automation. Developers can “Talk to the Network” to design, deploy and manage services over Snowflake AI Data Cloud.
Demo Use Case: The Network Service is a Secure 5G Gateway using Linux Foundation’s Aether Stack for 5G Core and Kamailio IMS. The 5G Core is deployed directly by EnterpriseWeb, while an Ansible Playbook is invoked to deploy the IMS to demonstrate federation. The presentation also features an integration with ServiceNow incident management.
At MWC, the partners will present –
- Zero-copy, no-code integration between EnterpriseWeb and Snowflake, which results in a set of typed objects mapped to the entities and metrics in the AI Data Cloud. The objects are auto-filled with standards-based metadata and wrapped with standards-based interfaces from the Telecom Ontology. Demo 1
- Rapid declarative design of LangGraph agents, which are configured with network personas (Service Manager, Network Manager, Resource Manager, etc.) and domain scope (RAN, Core, Transport, Infrastructure, etc.) with permission controlled access to Snowflake AI Data Cloud via through EnterpriseWeb’s secure AI Gateway. No-code design of a Coordination Agent, which supports end-to-end, multi-domain orchestration across the set of domain-specific agents. Demo 2
- Natural Language interaction with agents using Cortex to “Talk to the Network” to query the network and service health, as well as order and manage new services with continuous service assurance and optimization. Demo 3
- Event-prediction and detection using Cortex and Snowflake KG to support root cause analysis and AIOps for autonomous networking with detailed logs and trace of all agent activity. Agents can call Graph Data Science algorithms. EnterpriseWeb dynamically and contextually generates a model, pushes to Snowflake KG via GQL, requests an algorithm to be executed and collects/interprets results. Agent operations (RCA and AIOps) can be interrogated via Text-to-SQL. EnterpriseWeb dynamically and contextually generates a YAML description, exports it to Snowflake Cortex Analyst to create a Semantic View for NLP queries. Demo 4
About EnterpriseWeb®
EnterpriseWeb is a New York-based software company that offers an award-winning no-code platform for real-time, enterprise-grade, contextual automation. Developers can “talk to the platform” to design, deploy and manage services. Platform agents translate developer intent into action; they leverage an Ontology (i.e., graph connected domain model), rather than a Language Model, to deterministically interpret events and request, evaluate conditions, contextualize decisions and optimize actions.
EnterpriseWeb is a Telecom virtualization and automation pioneer. The company ran ETSI NFV Proof-of-Concept #1, led a series of award-winning TMF catalysts, and was the first to demonstrate “Telco-grade Generative AI” in collaboration with Microsoft. Netwrx.ai is the company’s solution for intent-based orchestration and autonomous networking. Netwrx.ai includes a harmonized, standards-based Telecom Ontology which provides shared domain concepts, metadata and state to enable a unified network view, end-to-end automation and virtually-centralized policy control. For more information or to arrange a presentation email: info@enterpriseweb.com
Blog: EnterpriseWeb is the ultimate backend for AI
Webinar/Demo: Context-as-a-Service for Telco-grade AI (with Snowflake Agentic demo)
Analysys Mason interview: Agentic AI: How telecoms operators can advance towards autonomous operations
Webinar/Demo: The Telecom Ontology: The Missing Links for Level 4 Autonomous Networking
