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Miniloop

S21Pivot 4 of 4
2 people|Active|Website
AIAI Assistant
112°Near Reinvention
Before

Intelligent knowledge base platform

After

AI workflow engine for reliable systems

Full description — before

Paperbook is the intelligent platform that continuously audits, cleans, and maintains your knowledge base by detecting outdated content, inconsistencies, and structural issues before they impact customers or support teams.

Full description — after

Miniloop is a workflow engine for building reliable AI systems. It turns one-off prompts into structured, reusable workflows with enforced context, typed outputs, and safe re-runs, making AI dependable in production environments.

Category shift
AI Investment & ResearchAI Clinical Operations
Summary

The company shifted from an intelligent knowledge base maintenance tool to a workflow engine for building reliable AI systems, representing a fundamental change in both product and the problems they address.

Detected 1 month ago · 2026-01-16
Company journey — 4 pivots
Current

AI workflow engine for reliable systems(viewing)

111.5°Near Reinvention2026-01-16
104.1°Near Reinvention2026-01-09
123.6°Near Reinvention2025-07-17
129°Near Reinvention2025-04-03
Started as

Blockchain Indexing