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Built because the signals were always there.

2021

Founding insight: supply chain planners were making billion-rupee decisions with no early warning system.

2022

First signal engine prototype. 340 sources monitored. Tested against 18 months of historical FMCG market events.

2023

First paying enterprise pilot — FMCG company, 50-planner team. 87.6% signal accuracy over 12 months.

2024

Expanded to Pharma, Telecom, and Automotive verticals. 1,425+ sources. Three-gate validation engine formalised.

2025

Opening early access to enterprise planning teams across India and Southeast Asia.