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Strategic optimisation can cut LLM costs by 60 to 80 percent. Seven AI cost tools, from observability with Langfuse to prompt compression with LLMLingua, that engineering teams use to cut token spend in 2026.
Companies waste about 27% of cloud spend, and AI is now the fastest-growing line. Six FinOps ways Indian teams cut AWS, Azure and GCP bills in 2026, from commitment discounts to cutting the GPU and token bill.
Nine FinOps moves Indian founders, CTOs and cloud architects can run in 2026 to cut AWS, Azure and GCP bills, grounded in State of FinOps 2025 and 2026 data and priced in rupees.
