AI strategy31 October 2026 · 3 min read
How Much Does It Cost to Build an AI App in India?
A straight answer on AI app budgets, the three tiers we quote, what changes the number, and the running costs that are not in the build estimate.
The journal · Pune
AI app development, explained without the hype
What AI apps cost, how retrieval actually works, where agents beat chatbots, and what we learn shipping software from Pune. Written by the people doing the work.
No AI-generated fillerReal project detailUpdated 2026
Fresh ink
Latest guides
Practical guides with numbers, trade-offs and the mistakes we have already made so you do not have to.
AI engineering31 October 2026 · 3 min read
RAG Explained: How Custom AI Assistants Answer From Your Own Documents
What retrieval-augmented generation actually does, where it beats fine-tuning, and the engineering that separates a cited answer from a confident guess.
Automation31 October 2026 · 3 min read
AI Automation for Small Businesses: 7 Workflows That Pay Back
The workflows where AI actually saves hours in a small business, the approval steps that keep it safe, and a realistic first project.
AI products31 October 2026 · 3 min read
AI Agents vs Chatbots: What to Build First
A plain-language comparison of chatbots, RAG assistants and agents, with the questions that decide which one your workflow actually needs.
Industry31 October 2026 · 3 min read
AI for Real Estate Teams: Leads, Listings and Follow-Ups
Where AI genuinely helps a property business — lead response, listing copy, document extraction and follow-ups — and where a human still signs off.
AI automation31 October 2026 · 4 min read
AI Document Automation: What to Automate First
Invoices, contracts and RFPs all arrive as files someone retypes. Here is how to choose the first document, design the pipeline and measure whether it is safe to trust.
From reading to shipping
Need this built?
The guides explain the thinking. These pages explain the engagement, the price bands and the projects they came from.
AI app developmentScope, price and ship an AI feature or a full AI product, with evaluation and handover included.ExploreCustom AI assistantsRetrieval over your documents, permissions, refusal behaviour and private deployment.ExploreAI case studiesThe RFP drafting platform, the on-device assistant and the real-estate CRM, with screenshots.Explore
Kaboom!
Ready to start your project?
Tell us what you want to build. We will reply within one business day with honest advice and a clear next step — no pressure, no jargon.