Prototype-to-enterprise AI builds range from $2K to $150K+ depending on complexity, eval rigor, and orchestration needs. Engineering (prompt design, evals, RAG pipelines) accounts for roughly 50% of total cost — not the AI model itself. Token costs are recurring and scale with usage — budget monthly inference separately from the one-time build cost. Production-grade AI requires an eval harness, guardrails, and fallback logic that prototypes skip entirely.
AIEnterprise AI investment in India grew 119% in the past year — but only 22% of Indian companies have the testing, auditing, and risk-assessment processes to govern what they've deployed.
AI84% of developers now use AI coding tools — but 45% of AI-generated code fails basic security checks. Here's when vibe coding is safe for your business, and when it's time to build custom.
AIAI agents can now shop and check out on a buyer's behalf. Getting your product data and checkout agent-ready starts as low as ₹15,000 — here's the full four-layer breakdown.
AIWhere rule-based RPA still wins, where AI agents earn the premium, and the hybrid pattern that consistently outperforms either alone in 2026.
AIA pragmatic AI integration layer map for India 2026 — LLM API, RAG, fine-tuning, and agents — plus the workflows where AI integration actually pays back.
Book a free consultation and we'll map this framework to your project — no fluff, no sales pressure.