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Insights & Research

Notes from the Lab.

Findings, observations, and honest thinking from inside the lab. We write when we have something worth saying.

Butler Early Access Traction
12 OCT 2026

Butler Early Access: 1,200+ Requests, 9 Paying Customers and an Enterprise Enquiry

In its first month, Butler reached 1,200+ access requests, 9 paying customers, and an enterprise enquiry. Here is what we're learning as we build in public.

Introducing Butler
31 AUG 2026

Introducing Butler: Tell Butler What Needs to Get Done

Meet Butler, Sevorse's modular AI agent. Discover our approach to specialised AI modules, business workflows and getting work done with AI.

Sparkle Signups
21 AUG 2026

Building Sparkle: 930 Signups, 100 Paying Customers, and Why It Led to Butler

Sparkle validated real paying demand with zero marketing spend. Here is what paying customers taught us about generation vs execution, and why it led to Butler.

Stateless AI Problem
11 JUN 2026

Every AI You Have Ever Used Has the Same Problem. We Are Fixing It.

Most AI tools operate in a stateless manner, forgetting everything between sessions. Butler solves this with a persistent memory layer.

India Creator Economy
20 MAR 2026

India's Creator Economy Is a $49 Billion Opportunity. Most of It Is Inaccessible to Most Creators.

India's creator economy is growing at 22% annually. Only 8 to 10% of creators monetise today. The gap is about missing infrastructure.

Research First
25 DEC 2025

Why Research Precedes Architecture at Sevorse

Most companies use research as a credibility signal. At Sevorse, it is the actual strategy. Here is why research-first deep tech is the most defensible approach.

Who We Are
20 NOV 2025

Sevorse: Who We Are and Why We Exist

An honest account of who we are, where we came from, and what we are here to do. The name, the founders, the methodology.

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