BIGBANG-VELO
VErtex LOcator Engine for Vietnamese Address Data
VErtex LOcator Engine for Vietnamese Address Data
Introduction to BIGBANG-VELO
VELO is an AI application capable of understanding and reasoning over Vietnamese addresses written in free-form styles, including abbreviations, symbols, regional variations, and spelling errors from users across different regions of Vietnam, to perform the following functions:
Parsing Vietnamese addresses down to the most detailed level of location granularity (house number, landmarks/area markers, street, hamlet/village, ward/commune, district, province/city).
Standardizing the correct names of administrative units.
Inferring and supplementing missing administrative levels.
Scoring data quality and issuing warnings when an address lacks sufficient information for effective access or delivery.
Providing the corresponding new two-level administrative units when the input data is based on the old three-level administrative structure.
Experience VELO for free at build.bigbangdata.vn/
What problems does VELO solve for businesses and users?
Logistics companies and e-commerce businesses frequently have to process customer addresses that suffer from several common issues:
- Addresses are entered manually without a standardized structure.
- Extensive use of abbreviations, misspellings, or missing administrative levels.
- Inclusion of additional, irrelevant information mixed into the address field.
These issues lead to multiple operational problems:
- Orders are misclassified into incorrect delivery routes.
- Delivery times are extended.
- Higher risk of returns when addresses lack sufficient information for access.
As a result, the consequences include:
Increased reprocessing time and higher operational costs for logistics providers.
Increased environmental pollution due to inefficient transportation and redelivery.
Degraded end-customer experience.
Reduced sales for businesses and online sellers.
VELO addresses these challenges right at the very first point where they arise.