By Anuran Roy - The Alchemyst AI Blog
Journaling how we make Alchemyst AI the best and most trusted context layer in the world.
Voice AI Pricing in India Doesn't Tell You What You'll Actually Pay
Per minute, per credit, per outcome — none of these pricing models capture the metric that matters: cost per qualified outcome.
Two EdTech Deployments, 45,000 Calls, One Pattern
JK Shah Classes and Unacademy ran different use cases at different price points. The context layer delivered consistent results across both.
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.
You Don't Need the "Best" Voice AI. You Need the Right Context Layer.
A 300ms voice agent with good context outperforms a 100ms agent with none — because the fast agent says the wrong thing quickly.
Alchemyst at 2026 - the year ahead
2025 was a huge year for us - for both product and our mission. The world finally "got" why AI needs context and memory, and finally people woke up from the dream that AGI will be achieved with compute. Here's what we did for 2025 - and how we're looking at 2026.