Extract the untapped value of your data
Digital transformation comes from the data value chain
Automate data collection
Aggregate data from multiple sources (internal, external, private)
Break data silos for cross data enrichment
Data Value Chain
Lizeo Data services
Steps to unified data
1. Data Collection
Our automated data collection engine captures data from multiple sources and formats (online and offline data), while maintaining privacy and security. E-shops, websites, and marketplace data are collected using the latest ethical scraping and machine learning technologies, while ensuring comprehensive, fresh data. Data collection is monitored at all stages while tracking and saving all sources.
Our Data Collection Service
Lizeo.data collection services allow you to collect data from different sources – online websites, e-shops, marketplaces, offline product catalogs, digital spreadsheets, PDFs, etc. Lizeo retrieves them at different stages in the data value chain: raw, parsed or matched.
2. Data Parsing
Data collected online is parsed after being captured in order to integrate the most relevant information. The parsing step organizes data by identifying and extracting all textual inputs from html pages. The text is then analyzed, and the named entity is extracted (product name, attributes, etc.).
3. Data Matching & Cleansing
Name, description, and product attributes are components that may vary from one website to another. In order to create one unified view, the parsed data is matched to a known referenced product in our database. Lizeo has an exceptional matching rate thanks to a mix of machine learning technologies and human expertise.
Our Data Matching Service
4. Data Preparation
Data Management Services
- Database structure engineering
- Data Lake, Data Warehouse & Data Marts implementation
- Data governance
- Data visualization
High quality, hybrid matching process (automatic & manual)
Full traceability of data sources
Unified and ready to use data
Save time and money with our continuously running data factory