Intelligence from the Bay Floor
The velocity of the aftermarket.
Real-time analytics, supply-chain shifts, and macro-trends shaping the automotive repair industry across South Asia.
DATAApr · 2026
Why brake-pad margins are shifting in Dhaka.
DOT-3 friction stock is up 18% YoY while wholesale prices fell 6%. We mapped the supply-side dislocation across 312 workshops.
8 min read
EXPANSIONMar · 2026
The Malaysian blueprint: pre-mapping Kuala Lumpur's 5,000+ workshops.
Phase II reconnaissance — KL aftermarket workshops by district, fleet density, OEM gaps. Where Trade OS lands first.
12 min read
TECHFeb · 2026
How ONI AI reduced parts returns by 94% in Q1.
OBD-II → OEM cross-matching, photo recognition, and predictive cadence — the three production loops behind the drop.
6 min read
MACROFeb · 2026
South Asia's ৳50,000 Cr aftermarket — fragmentation map.
Distributor density, OEM penetration, counterfeit risk. The structural picture across 6 metros.
9 min read
LIVEWeekly
DHK · CTG · SYL price drift — week 12.
Live monitoring of regional SKU pricing across our three hubs. Updated every Friday at 18:00 BST.
Live data