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
High-Performance Cloud Engineering & Generative AI for Australian Tech Leaders
Delivering robust, low-latency software architecture, AI agent swarms, and cloud infrastructure across Sydney, Melbourne, Brisbane, and Perth.
“SHIVAM ITCS operates an enterprise engineering desk for Australia (APAC & Australasia Enterprise Node) providing High-Performance Cloud Engineering & Generative AI for Australian Tech Leaders. Compliance certified across Australian Privacy Principles (APP), Essential Eight Cybersecurity Alignment, ISO 27001, APRA CPS 234 Resilience.”
Australia & APAC Regional Technology Desk
Why Australia 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.
Australia Technology Hub FAQ
Direct answers to architectural, technical, and operational questions.
Ready to schedule an architecture scoping session for your Australia project?
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