Engagement Models: Flexible Partnership for Every Stage
Whether you need a dedicated embedded AI squad, fixed-scope turnkey delivery, or executive architectural guidance, we align our delivery structure with your business milestones.
Dedicated AI Squad
2–5 Principal AI & Full-Stack Engineers Embedded With Your Product Team
An embedded engineering pod that acts as your internal AI R&D and product delivery engine. We bring pre-built Commander Architecture frameworks, high-throughput model routers, and decade-long full-stack mastery directly into your codebase.
Fast-moving tech companies needing continuous AI feature velocity, custom multi-agent swarms, and zero engineering management overhead.
Managed Product Delivery
Turnkey End-to-End Product Engineering from Concept to Production Launch
We take full responsibility for delivering your production product on time and on budget. From database schemas and agentic routing logic to pixel-perfect design systems, we deliver production-ready software ready to scale.
Enterprises and founders who have a clear product vision and require a dependable partner to build, test, and deploy a complete AI-native SaaS platform.
AI Optimization & FinOps Retainer
Slash Model Inference Costs by 40%–70% While Increasing Response Speed
Stop burning capital on unoptimized API tokens. We re-engineer your AI call patterns with intelligent hybrid routing, semantic caching, and local small-language models to maintain quality while cutting inference bills in half.
Companies spending $5,000+/month on OpenAI, Anthropic, or cloud AI APIs struggling with unpredictable token bills and slow latency.
Fractional CTO & AI Advisory
Strategic Technology Leadership from 20-Year Industry Veterans
Gain access to battle-tested executive engineering leadership without the full-time $350K/year overhead. We help you navigate architecture decisions, avoid costly vendor traps, and recruit top engineering talent.
Early-stage founders, PE-backed portfolio companies, and non-technical CEOs needing executive guidance on AI roadmaps, vendor audits, and team hiring.
Fixed-Price Scoped Projects
Guaranteed Scope, Locked Timelines, Zero Budget Overruns
A focused, surgical execution model for well-defined technical objectives. We define the exact acceptance criteria upfront, commit to a strict deadline, and deliver clean, production-grade code on a fixed fee.
Targeted architectural requirements such as an MCP server build, legacy .NET 4.8 migration, RAG pipeline integration, or compliance hardening.
Enterprise AI & Agentic Readiness Assessment
Evaluate your data architecture, model routing, and security guardrails to receive an instant maturity score and tailored implementation roadmap.
How is your enterprise data organized and accessible for AI models?
What Enterprise Leaders Say About Our Delivery
Real feedback from engineering leaders, CTOs, and founders across 15+ years of production deployments.
“Vijay and the SHIVAM ITCS AI team didn't just execute the project - they elevated our entire platform. Their ability to architect complex multi-agent state machines, eliminate latency bottlenecks, enforce zero-hallucination guardrails, and create an intelligent multi-LLM orchestration layer was extraordinary. The final delivery was resilient, battle-tested, and far beyond expectations. One of the strongest AI systems engineering teams in the industry.”
Engagement & Partnership Models FAQ
Direct answers to architectural, technical, and operational questions.
Ready to Select Your Engagement Structure?
Schedule a direct architecture consultation with Vijay & Ajay Paliwal to assess your scope, team requirements, and timeline.