its-not-working - The Alchemyst AI Blog
Journaling how we make Alchemyst AI the best and most trusted context layer in the world.
6 Reasons Your Voice AI Sounds Robotic (And Only 1 Is About the Voice)
TTS quality is reason #6. The first five are all about missing context.
Your NPS Survey Has a 12% Response Rate. Voice Fixes That.
Email surveys get a number. Voice AI gets the reason behind the number — at 35.2% response rates and ₹10.79 per response.
You Spent ₹3 Lakh on Voice AI and Got 200 Leads. Where Did the Money Go?
A forensic breakdown of why most voice AI budgets underperform — and how context engineering changes the math.
Your Voice AI ROI Is Negative Because Your Agent Has Amnesia
When your AI agent starts every call from zero, it wastes time re-establishing context. That overhead makes your unit economics collapse.
Why Your Voice AI Connection Rates Are Stuck at 15%
Most outbound voice AI campaigns in India connect on 8-15% of dials. The root cause isn't your lead list — it's your agent's missing memory.
Why Your Retargeting Campaigns Perform the Same as Cold Outreach
If your voice AI agent doesn't use what it learned from the first call, retargeting is just cold calling with a smaller list.
Your Feedback Loop Is 3 Weeks Long. Here's How to Close It in 3 Days.
Voice AI compresses the NPS collection cycle from weeks to days — because feedback is perishable and speed determines actionability.