Where autonomous AI agents create real ROI for Indian SMBs in 2026 — sales, support, ops, finance — with stacks, costs and risks.
Agentic AI = LLMs with tools, memory and the ability to act. In 2026 this is moving from demo to production across Indian SMBs.
Inbound lead qualification, meeting booking, CRM enrichment, follow-up sequencing. Typical ROI: 30–50% more SQLs from the same lead volume.
L1 ticket resolution, refund processing, order tracking, escalation routing. Deflection rates of 40–70% are common.
Invoice extraction, GST reconciliation, vendor follow-ups, expense categorization. Frees 10–20h/week per ops person.
LangGraph or CrewAI for orchestration, OpenAI / Gemini / Claude for reasoning, Supabase + pgvector for memory, n8n for integrations, observability via Langfuse.
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