Enterprise AI Agents & Model Context Protocol (MCP) Solutions
+371 28 355 550EXECUTIVE ARCHITECTURE OVERVIEW
Enterprise AI agent integration connects large language models directly to corporate databases, internal APIs, and operational tools using the Model Context Protocol (MCP).
- Cloud Models with Zero Data Retention: Deploy Google Gemini 1.5 (with 2M token context via Vertex AI EU), Claude 3.5, or Azure OpenAI on a pay-as-you-go basis without expensive hardware capex.
- Private VPC & Local Deployments: Isolated European cloud endpoints or on-premise model instances for organizations with strict air-gapped compliance mandates.
- Strict Operational Boundaries: AI agents safely inspect ERP records, check live stock, and process documents without exposing proprietary data to public model training.
Customer Support Teams with High Message Volumes
Automate standard inquiries, status lookups, and invoice dispatch in 24/7 autonomous mode without sacrificing tone or precision.
Enterprises with Extensive Document Archives
Automate parsing, data extraction, and ledger input from contracts, specifications, and shipping waybills directly into ERP.
Executives Requiring Real-Time Operational Intelligence
Ask natural-language queries about live sales figures, inventory balances, and margin trends directly from corporate databases.
Deployment Process & Architecture
Architecture Selection: Cloud, VPC, or On-Premise
We assess security requirements and budget profile. Start immediately with European enterprise cloud endpoints (Gemini, Claude, GPT-4o) with Zero Data Retention, or deploy isolated VPC / on-premise infrastructure for air-gapped compliance mandates.
Tool & System Integration via MCP
We connect AI agents to internal databases, ERP, and CRM platforms through strictly scoped Model Context Protocol (MCP) tool definitions.
Workflow Orchestration & Deterministic Guardrails
We implement multi-step reasoning chains, deterministic guardrails, and human-in-the-loop approval gates for high-stakes business operations.
Production Deployment & Continuous Observability
We establish tamper-evident audit logs, token cost controls, and contractual enforcement that proprietary data is never used for model training.
Frequently Asked Questions
Evaluate Your Enterprise AI & Automation Potential
Schedule a consultation with Nevo senior engineers to identify high-impact workflows where AI agents deliver immediate operational ROI.