Data Source Analysis
Data types, source formats, update frequency, and target data model are defined.
02 — Operations
Data collection and ETL
Automatic data collection from web forms, Excel files, and external sources. Validation, cleaning, and conversion into reportable formats.
What is Data Collection?
Automatic data collection from web forms, Excel files, and external sources. Validation, cleaning, and conversion into reportable formats. NYKSORA delivers this service remotely from Aydın, across Aydın, İzmir, Ankara, Manisa and other regions, plus Germany and Romania.
Service scope
Manual collection from multiple sources creates operational inefficiency. Automated data pipelines move price lists, survey results, and operational data into a central database. Personal data processing is configured for KVKK alignment.
- Multi-source data ingestion pipelines
- Form and webhook-based data capture
- CSV, Excel, JSON file import automation
- Data validation and schema checks
- Deduplication and data cleaning
- Scheduled batch and real-time collection
- Data store integration (PostgreSQL, BigQuery, etc.)
Typical deliverables
Bu hizmet kapsamında tipik olarak sunulan bileşenler:
01
Market research and competitor data collection
02
Customer feedback and survey aggregation
03
Price and stock monitoring data flows
04
Social media and news feed collection
05
IoT sensor data ingestion
06
Data lake and warehouse feeding
07
GDPR/KVKK-aligned data retention configuration
Project process
Pipeline Design
Ingestion flow, transform rules, error handling, and storage architecture are designed.
Development & Testing
Collector services, scheduler, and store connections are built. Sample datasets validate the flow.
Deploy & Reporting
Production pipeline goes live with monitoring. Data quality reports and access documentation are delivered.
Tools we use
ETLVeri PipelinePostgreSQLBigQueryData Ingestion
Related services
Web Scraping
Regular data extraction from websites: price monitoring, product catalogs, and stock checks. Reporting in structured table formats.
DetailsAPI Integration
API-based data bridges between e-commerce, accounting, CRM, and shipping platforms. Remove manual transfers and keep operations consistent.
DetailsAutomation
Corporate workflow automation: order–accounting–shipping chains, form–CRM–email flows, and stock alert systems. Eliminate manual data transfer.
DetailsFrequently asked questions
Where is collected data stored?
Data is hosted on secure database infrastructure. Optional installation on client servers is available. Access rights and retention periods are defined at project start.
Is KVKK compliance covered?
Personal data collection is configured around consent, data minimization, and retention principles. Legal counsel remains the client’s responsibility.
How does data collection differ from web scraping?
Data collection covers structured transfer via forms, Excel, and APIs. Web scraping extracts data from websites automatically and is offered as a separate service.
Data Collection — request a quote
After a discovery call, scope, timeline and price are shared as a written proposal.