71 articles tagged
India's public cloud spending is forecast to grow 28.1% to $17.5 billion in 2026, and Flexera says wasted spend rose to 29% for the first time in five years. This is a refreshed, senior-engineer FinOps playbook: nine
India's data centre numbers get quoted interchangeably, but 1.9 GW of capacity, $120 billion in commitments, and a $1.7 billion market are three different things. Here is how to read them before you decide where to host
NPCI open-sourced Drunix in June 2026 as an enhanced Hyperledger Fabric fork for tokenization. Here is what actually changed in the architecture, how it compares to classic Fabric and Fabric-X, and when it is the right
A senior engineer's guide to AI agents for GTM teams in India: what to automate, 2026 pricing for HubSpot, Salesforce and Microsoft, build-vs-buy costs, DPDP guardrails, and a 90-day rollout.
Swiggy and Zomato take 18-30% per order and keep your customer data. This 2026 guide covers building a direct restaurant or cloud kitchen app, POS and kitchen-display integration, delivery, and ONDC at 3-5%, and how
India has about 22.9 crore demat accounts and 13.1 crore registered investors, and the SEBI (Stock Brokers) Regulations, 2026 reset the rulebook on January 7, 2026. Here is what building a compliant broking
RBI's Central Board approved the Utkarsh 3.0 strategy for 2026-29 and is rebuilding its core banking system as e-Kuber 3.0. A working guide to the changes banks and fintechs should prepare for now.
The 2026 field service management software market is worth about $6.14 billion and off-the-shelf platforms cost anywhere from $8 to $500 per technician a month. This guide covers when to buy a platform, when to build
Indian agritech funding fell to $202 Mn across 36 deals in 2025 while AgriStack crossed 8.48 crore farmer IDs. The gap between those two numbers is where the buildable products are.
India has 52,718 public EV charging stations and ₹2,000 crore of PM E-DRIVE money still to deploy. The charger is rarely what fails. This is a build guide for the software layer: OCPP version choice, CSMS ownership
Your no-code MVP was fast to build and is now expensive to run. Five measurable signals that it is time to rebuild as production software, a staged migration plan, and the costs on both sides.
Connected TV in India jumped 87% in a year to 129.2 million users, and that single number changes your encoding ladder, your DRM tier and your CDN bill. A practical cost breakdown for teams planning a streaming app.
Meta replaced conversation-based pricing with per-message billing on 1 July 2025, service conversations have been free since 1 November 2024, and a carrier-managed RCS launch will be rejected outright without a direct
The Reserve Bank of India (Digital Lending) Directions, 2025 are not a policy document you hand to legal. They specify what your app may read from a phone, where data may sit, and how money must move. Here is the build
The four Labour Codes took effect on 21 November 2025 and changed what counts as wages. Every Indian payroll system has to be rebuilt around it. Here is how that lands on a build-versus-buy call, with current prices.
Blinkit, Zepto and Instamart ran 4,081 dark stores between them in March 2026. The hard part of quick commerce is not the app, it is the inventory truth, the ETA promise and the routing engine underneath it. Here is how
India now has an apex AI governance body and a standing expert committee, both constituted in April 2026. Neither is a regulator. MeitY's stated position is to use existing legislation wherever possible.
Karnataka said on 15 July 2026 that a new data centre policy is coming. A 2022-2027 policy is already published, and the change that actually moved the economics this year came from the Union Budget.
Most Indian companies hold years of personal data collected before the DPDP Act. Section 5(2) says you owe those people a notice. Here is how to find that data, send the notice, and erase what you cannot justify.
Published Indian voice AI rates run from ₹2 to ₹12 a minute in 2026, and Bolti, Tabbly.io and Caller Digital each price on a different basis. Here is what actually lands on the invoice.
Building a digital insurance product in India in 2026 means designing for a six-hour incident clock, 180 days of log retention and a regulator now auditing quote flows for dark patterns rather than trusting
Mobile already carries 65.37% of Indian travel bookings and is growing at 14.39% a year. The build cost of a booking app is rarely the app; it is the supplier integrations, the caching layer and the refund logic nobody
The 200 ms INP threshold has not moved, whatever the 2026 update posts claim. Here is what Google's own documentation says, what redBus changed to lift sales by 7%, and how to find the same wins in your own stack.
India launched SAHI, its national strategy for AI in healthcare, and BODH, an IIT Kanpur and National Health Authority benchmarking platform, on 17 February 2026. BODH lets you train on real patient data you never see
Meta moved to per-message billing on 1 July 2025 and raised India's marketing rate on 1 January 2026. The list rate is only part of the bill: BSP platform fees, per-message markup and 18% GST sit on top, and three
Banking, insurance and lending drown in documents. Here is how intelligent document processing automates KYC and claims for Indian BFSI in 2026, what accuracy to expect, how AWS, Google and Azure compare, and how
The digital rupee stopped chasing UPI on volume and became programmable money. Here is how fintech teams integrate e-rupee wallets, conditional welfare tokens, offline NFC and cross-border CBDC rails in 2026.
Buying an AI support agent costs roughly $0.99 to $2 per resolution; building one in India runs about Rs 8-20L plus API. This 2026 guide shows the real numbers, the resolution benchmarks that decide ROI, and
India's Account Aggregator network spans 1,120 regulated entities and 450 million fulfilled consents. A technical guide to the consent artefact, ReBIT APIs, FIU eligibility and the DPDP consent manager overlap.
Most private LLM pitches in India misread the law. DPDP mandates no blanket localisation; RBI's circular allows offshore processing if data returns within 24 hours. Here is what the rules say and what the GPUs cost.
MeitY launched VoicERA, an open-source voice AI stack, on BHASHINI on 18 February 2026. Here is the architecture underneath it, where the 22-language coverage stops, and how building on it compares with Azure Speech
Anthropic began showing rupee prices in India on July 13, 2026. Claude Pro lists at ₹2,000/month against $17 in the US. Most of that 24% gap is GST, not an India surcharge - and the plan-versus-API decision matters far
Agents do not crash. They return a confident, plausible, wrong answer, and nothing goes red. Gartner expects over 40% of agentic AI projects to be cancelled by the end of 2027. Here is what to instrument, what to score
Agents run heavy queries across your whole organisation. If the data is fragmented, the agent is guessing. Here is what the data layer needs before an agent is worth deploying.
The build quote is the part of an ecommerce app budget that stops mattering. Gateway percentages, store commissions, platform fees and RBI tokenisation rules run forever. Real 2026 numbers, and how to scope against them.
Supabase direct connections top out at 500 even on the largest instance, while the pooler reaches 12,000. DPDP prohibits tracking and targeted advertising directed at children. Five architecture rules for EdTech apps
Every agency quotes a build price for a logistics app. Almost nobody quotes the running cost, which is where these products bleed. The real 2026 numbers, from Google's own India price list.
Nobody can quote you an annual app maintenance figure without asking two questions first. Apple and Google set a mandatory floor of work every year, whether or not you ship a single new feature.
Seed startups in India raised $478 Mn in H1 2026, up 18% YoY, at a $1 Mn median ticket. A 12-week SaaS MVP has to prove more than a demo. The build plan, the stack costs, and the engineering that survives diligence.
Custom web applications in India run ₹5 lakh to ₹30 lakh in 2026, at engineering rates of $15 to $35 per hour against $100 to $200 in the US. But cost is the wrong first question. Three testable signals decide whether
A payments MVP in India runs ₹4,00,000 to ₹8,00,000, a lending platform ₹6,00,000 to ₹15,00,000, and neo-banking ₹8,00,000 to ₹20,00,000+. Regulatory compliance adds 20% to 40% on top. The rules are not a review step
iOS app development in India runs $8,000 to $90,000 and up in 2026, with engineering rates at $25 to $60 per hour and MVPs shipping in 4 to 8 weeks. The number moves on integration scope, not screen count. Here is what
Kubernetes is the default home for AI, yet GPUs often run at 5% utilization, wasting over $100,000 a year. How a managed platform fixes GPU scheduling and cost for Indian enterprises running AI.
Nurix AI acquired Verloop.io in July 2026, folding chat that powers 20M+ monthly interactions into its NuPlay voice AI. Inside the voice-AI consolidation reshaping enterprise CX in India.
Mowito raised $3 million in July 2026 for physical AI that lets robot arms learn by demonstration, not per-task code. What foundation-model robots change for Indian manufacturing, where robot density is among Asia's
Credit Line on UPI (CLOU) turns any UPI QR into a credit checkout, at roughly a fifth of the acquisition cost of a credit card. Here is what it changes for Indian D2C brands, merchants, and fintech builders in 2026.
India's National Health Authority is rolling out Smart Doctor, an AIIMS-built clinical decision support system, across nearly 70,000 hospitals. What it means for healthtech builders and hospital CIOs.
WhatsApp business messages open at about 98%, India has over 550 million users, and RCS is closing on SMS. Here is a 2026 conversion playbook for Indian D2C brands using WhatsApp and RCS together.
UPI processed 28.92 lakh crore rupees in June 2026 as the PhonePe-Google Pay duopoly slipped below 80% for the first time. What diversification, NPCI's 30% cap, and the MDR debate mean for D2C checkout in 2026.
What does digital marketing really cost in Gurugram in 2026? SEO runs about ₹15,000 to ₹3,00,000 a month, ads add a management fee on top of spend, and social starts near ₹15,000. Here are the real ranges and how
Google Ads now keeps granular daily and weekly data for only 37 months, in effect since June 1, 2026. Here is what changed and how Gurugram advertisers can own their data and stop wasting Google Ads budget.
Apple reports fiscal Q3 2026 on July 30, Tim Cook's expected final call as CEO. After a record $111.2B Q2, here are four signals founders, CTOs and India buyers should watch across AI, Services, India and margins.
Indians lost ₹22,495 crore to cyber fraud in 2025. iOS 27's Trust Insights detects scam coercion in real time and maps directly onto India's digital-arrest and UPI-fraud patterns. Here is what users and businesses get
ONDC now spans more than 3 lakh sellers and 400+ cities, with commission ceilings near 3% against the 15-25% marketplaces charge. Here is what that scale means for a D2C brand, how to get on the network, and where it
Discounting is a race to the bottom. Here are seven retail and D2C technology plays Indian brands can run in 2026 — from AI on WhatsApp and ONDC to credit-on-UPI, retail media and RTO reduction — each with the 2026 data
A guide to Apple Intelligence in India with iOS 27: what arrives on day one in English (India), which features are US-only, and why Hindi and regional languages still wait.
India's 10-minute economy is rewiring retail. Quick-commerce GMV hit Rs 11,000 crore in one month in 2026, dark stores are multiplying, and ONDC is cutting commissions. A 2026 playbook for D2C and retail founders.
iOS 27 gives Wallet seven new features. For Indian businesses the split is sharp: passes and Create-a-Pass work today, while Insights and payments wait on Apple Pay, rumored for India in mid-2026.
Where Siri AI works in 2026: India and the US get it in English at the iOS 27 launch, the EU is blocked over a Digital Markets Act dispute with no timeline, and China waits on regulatory approval.
iOS 27 reaches India around September 14, 2026, free for iPhone 11+. Apple Intelligence works in English on an iPhone 15 Pro or later, but not in Hindi. What India does and doesn't get.
iOS 27 is roughly 76 days away as of June 30, 2026, with a public release expected around September 14. The countdown, the betas, and what arrives at launch versus later, including the new Siri AI.
Indian B2B customer acquisition cost runs Rs 2-4 lakh, most buying research happens before a sales call, and buyers now ask AI tools for shortlists. This refreshed playbook gives Gurugram and Delhi NCR B2B teams six
CDSCO regulates AI diagnostic software as a medical device, DPDP's health-data rules bite by May 2027, and 84 crore ABHA IDs anchor India's health-data layer. A data-architecture playbook for clinical AI teams.
DPDP Rules 2025 took effect on 14 November 2025. Consent manager provisions apply from November 2026 and broader obligations bite on 13 May 2027. This checklist maps what Indian SaaS and fintech teams must build.
India wants manufacturing at 25% of GDP by 2035, 88% of manufacturers already use AI, and factory digital twins are returning ROI in under a year. A refreshed 2026 playbook for manufacturing CTOs putting AI on
AI use among Indian clinicians tripled to 41% in 2025, yet pilots stall in the ward. The five healthcare AI deployment mistakes hospitals make in 2026 - and the fixes that get them into production.
India's quick commerce is a near-$7 billion channel in 2026, led by Blinkit, Zepto, and Swiggy Instamart. A 2026 playbook for D2C founders on choosing the storefront, OMS, dark-store, last-mile, and ONDC stack.
India's quick commerce is led by Blinkit, Instamart and Zepto, while ONDC cuts take rates to about 3%. Here are 5 D2C tech plays, from dark-store SKU strategy to AI forecasting and first-party data, for 2026.
India introduces AI in schools from Grade 3 in 2026-27 under NEP 2020. Here are 7 EdTech AI wins, from DIKSHA 2.0 to AI skilling across 18,000+ schools, plus the DPDP child-data rules founders must meet.
Predictive maintenance is where AI pays back fastest on the factory floor. Here are six measurable wins for Indian plants in 2026, grounded in real results from Tata Steel, JSW Steel and Indian cement producers
iOS 27 is expected in India around 10:30 PM IST on Monday, September 14, 2026, as a free update for 31 iPhone models from the iPhone 11 onward. Here is the exact time, the price and the compatibility tiers.
