Posts

Indian CRM vendors offer 90 'free' support days, then hit you with a ₹3.6 lakh renewal. Real custom CRM cost in India - and what to budget instead.

5M documents destroy notebook RAG pipelines. Here's the production architecture, vector DB choices, and retrieval patterns that survive enterprise load.

70% of MLOps work is data plumbing, not modeling. Where engineering hours actually vanish in production - and how to recover them.

3 GenAI use cases Indian SMEs can ship in 90 days. Affordable generative AI development paths, fast deployment, and real ROI for SMEs.

Karpenter HIPAA compliance breaks when 90-second scaling wipes audit trails. Here's the fix for healthcare AI infrastructure.

AI runs on Terraform but compliance teams can't read IaC. Close the audit gap with observability that turns code into evidence.

19 Noida AI vendor quotes ranged 6x apart. See real pricing data, what drives ai development cost, and how to negotiate fair rates in India.

MLOps tools cost 3x more than vendor pricing suggests. We break down hidden MLOps cost factors, ROI traps, and what teams actually pay in production.

Your ₹6L app becomes ₹8L in year 2. Real app development cost in India breakdown: maintenance fees, hosting surprises, and the MVP post-launch trap.

Tokenmaxxing cuts AI developer productivity by 30%. Here's the data, the hidden cost, and the velocity metrics that expose bad AI coding ROI.

OpenAI's custom chip could break your AI inference audit trail. Here's what compliance teams must lock down before going dark.

Only 2 of 8 AI tools benchmarked beat cost of capital. See which enterprise AI investments delivered real ROI and which destroyed shareholder value.