NexusAI-Intelligent Multi-Agent Middleware

Cost Inefficiency: Teams routinely send simple text requests to ultra-expensive models, blowing through cloud budgets. High-Performance Core (Java & Spring Boot): We used Java 21 with Spring WebFlux and gRPC for high-throughput, non-blocking asynchronous request handling across enterprise applications. PII Guardrail & Scrubbing Interceptor: Incoming prompts pass through an inline security filter before leaving the local network. Using regex pattern matching and named-entity recognition algorithms, sensitive items (emails, credit card numbers, phone numbers, API keys) are masked in real time. Smart Task Decomposition & Routing Engine: Prompts are evaluated for complexity and task requirements. Low-complexity tasks are automatically routed to lightweight or local models, while high-complexity reasoning tasks are directed to premium LLMs.