Commander Architecture pipeline: market intelligence triggers (RSS feeds, news APIs, trend signals) flow to the Claude Opus Supreme Commander, which reads signals and generates directives.json. The n8n orchestrator routes tasks to the Qwen 3:32B script agent and Qwen 3.5:27B video agent, both running locally on Ollama at zero cloud cost. Finished output is published and indexed automatically. Result: ~90% prompt cache hit rate and 40–70% lower AI spend versus pure cloud inference.
Agentic AI · Gen AI · Commander Architecture
We Build Agents That Work.Not Chatbots.
We architect, build, and deploy autonomous multi-agent AI systems — a Commander architecture with cost-aware model fallback across OpenAI, Claude, ChatGPT, GLM and local models, plus RPA and Python automation — delivered on .NET Core 8/10 WebAPIs, Next.js and PostgreSQL, for healthcare, education, SaaS and enterprise. From Nathdwara, India. For the world.
- AI Cost Cut
- 40–70%AI Cost Cut
- Years Deep
- 18+Years Deep
- Domains Built
- 9Domains Built
- Cloud Spend
- ↓ 62%Cloud Spend
Commander Architecture
6 LAYERS · ARMOURED- L0Strategy CommanderClaude · reasoning · orchestration
- L1Cost-Aware Model Routercheap-first routing · automatic fallback
- L2Model FleetOpenAI · Claude · ChatGPT · GLM · Qwen (local)
- L3Agent Teamtool-use · memory · MCP · governance
- L4Automation LayerPython jobs · RPA · data pipelines
- L5Delivery.NET Core 8/10 WebAPIs · Next.js · PostgreSQL
MODEL FALLBACK
routing…- Claudereasoning · premium$$$
- OpenAI GPTmultimodal · premium$$$
- GLMhigh-volume · cheap$
- Qwen 3 · localzero-cost fallbackfree
Cheap-first routing — escalates only when a task needs it.
AI · Agentic · Gen AI
IT · Platform · Delivery
- Agentic AI
- Multi-Agent Systems
- Commander Architecture
- AI Infrastructure
- .NET Core 8/10
- Next.js 15
- RAG Pipelines
- Ollama · Qwen · Claude
- pgVector
- Semantic Kernel
- React Native
- Legacy Modernization
- Hospital OS
- School OS
- MCP Protocol
- shivamitcs.in
- shivamitconsultancy.com
- Agentic AI
- Multi-Agent Systems
- Commander Architecture
- AI Infrastructure
- .NET Core 8/10
- Next.js 15
- RAG Pipelines
- Ollama · Qwen · Claude
- pgVector
- Semantic Kernel
- React Native
- Legacy Modernization
- Hospital OS
- School OS
- MCP Protocol
- shivamitcs.in
- shivamitconsultancy.com
15 Years of Engineering Excellence, R&D Innovation & Production Systems
Our primary R&D headquarters in Ahmedabad, Gujarat houses our core engineering teams, generative AI research labs, and mission-critical 24/7 technical operations.
“SHIVAM ITCS operates an enterprise engineering desk for India (Global Engineering Headquarters & R&D Labs) providing 15 Years of Engineering Excellence, R&D Innovation & Production Systems. Compliance certified across CERT-In Security Framework, DPDP Act 2023 Compliance, ISO 9001:2015 Quality Management, SOC 2 Type II.”
401-404, Silicon Valley Tower, Satellite Road, Ahmedabad, Gujarat 380015, India
Why India Enterprises Choose SHIVAM ITCS
Flexible Architecture Engagement Models
Predictable sprint milestones and dedicated pods invoiced in USD ($) with zero currency friction.
Architecture Audit & Modernization Runbook
Comprehensive codebase audit, deadlock profiling, API contract mapping, and 3-phase Strangler Fig modernization blueprint.
Dedicated Principal Engineering Pod
A full dedicated high-velocity squad led hands-on by a Principal Architect delivering production .NET 9/10 backends and AI systems.
Turnkey Enterprise Modernization
End-to-end legacy monolith replacement, zero-downtime database cutover, and custom AI copilot workflow deployment.
India Technology Hub FAQ
Direct answers to architectural, technical, and operational questions.
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