SYSTEMS // ECOSYSTEM ARCHITECTURE
Technology Stack & Protocols
Organized strictly by research disciplines. We build on open protocols, verifiable standards, and sandboxed execution layers rather than proprietary lock-in.
// 01 ARTIFICIAL INTELLIGENCE
Probabilistic modeling and deterministic decision engines.
// 02 SYSTEMS & MCP
Communication interfaces, tool dispatch, and distributed runtimes.
// 03 SECURITY ARCHITECTURES
Defensive telemetry, containment gates, and formal auditing.
// 04 HARDWARE & SILICON
Physical electronic primitives, signal flow, and EDA modeling.
PROTOCOL STANDARD
Why Swadeshi AI Champions the Model Context Protocol (MCP)
The Model Context Protocol (MCP) establishes an open, vendor-neutral standard for connecting AI systems directly to data sources and execution environments. By decoupling tool implementations from the core LLM inference provider, MCP enables Swadeshi AI agents to seamlessly inspect codebases, execute hardware simulations, and enforce cryptographic permission boundaries at the transport layer.