6 min read
Voice AI agent cost in India: what a production deployment actually runs
A component-by-component breakdown of voice AI agent cost in India — telephony, STT, LLM, TTS, and the architecture choice that swings the per-minute bill by 10x.
Cost
8 articles
5 min read
AI agent memory cost: what tiered context actually saves you
AI agent memory cost is the budget line most teams discover only after their context window balloons. What naive context injection actually costs, what tiered retrieval saves, and real 2026 pricing to plan against.
5 min read
AI agent observability cost: what to budget before you scale
AI agent observability cost is the line item most teams forget until an incident forces it. What evals and monitoring actually cost, broken into tooling, compute and human review, with real 2026 figures.
5 min read
On-device AI vs cloud AI for mobile apps: the real cost and architecture decision
The on-device AI vs cloud AI choice is not a preference, it's an architecture decision with a bill attached. Here's the framework for picking, and the hybrid pattern most production apps end up on.
5 min read
What AI automation actually returns: building an ROI number you can defend
The 838%-ROI claims in vendor pitches are built on assumptions that don't survive scrutiny. A grounded formula for AI automation ROI, and the costs that get left out.
4 min read
Build vs buy for AI features: when a wrapper is the right answer
A build vs buy framework for AI features — where buying wins, where a thin wrapper is genuinely correct, and the three conditions that justify building AI infrastructure yourself.
5 min read
AI chatbot development cost in India: what each price tier actually buys
A breakdown of AI chatbot development cost in India — why quotes range from under a lakh to tens of lakhs, what changes between tiers, and the running costs most proposals leave out.
4 min read
What an AI MVP actually costs to build
Where the money goes when you build an AI product MVP — engineering time, model inference, data preparation, evaluation — and which scope decisions move the total most.