Source map
List systems, fields, owners and refresh frequency.
Working with companies in Kazakhstan and remotely.
Data integration for BI, ERP and AI analytics
I connect 1C, Bitrix24, SAP, iiko, Directum, CRM, Excel, databases and other systems into one reliable foundation for reporting and management decisions.
1C
accounting data
CRM
sales data
API
automated exchange
DWH
data marts
From sources to a reliable analytics foundation
Data integration includes not only API access, but rules, structure, quality checks and clear refresh logic.
Data model
Design relationships between customers, deals, payments and products.
ETL
Set up loading, cleaning, transformation and error handling.
Data marts
Prepare tables for BI, ERP, AI and portals.
Validation
Reconcile data against source systems.
Docs
Document sources, rules, fields and limitations.
Data should work together, not live in separate files
Integrations remove manual exports, duplicates, conflicting numbers and delays between business events and reports.
ERP and accounting systems
Sales, payments, documents, products, counterparties, inventory, receivables and finance operations.
- scheduled exchange
- directories and documents
- financial metrics
- data quality control
CRM and sales
Leads, deals, stages, managers, customers, sources, tasks and communication history.
- sales funnel
- conversion
- deal statuses
- payment matching
Excel and sheets
Manual files can become a controlled data source or a temporary step before automation.
- Excel / CSV
- Google Sheets
- structure validation
- loading rules
APIs and databases
Websites, marketplaces, ad accounts, internal services and SQL/NoSQL databases.
- REST API
- MySQL / PostgreSQL / ClickHouse
- data marts
- exchange logs
What we clarify before estimating data integration.
First stage
We inventory sources, owners, formats, update frequency and consumers. Then we agree on the first reliable data flow and its quality checks.
What affects cost and duration
The number and accessibility of sources, API limits, data volumes, transformation rules, reconciliation requirements, update frequency and monitoring.
What we need for an estimate
Source samples or schemas, technical contacts, target output tables, update rules and access to a test environment for 1C, Bitrix24, SAP, iiko, Directum, APIs and other systems.
Result and fit
You receive a documented data flow, transformation and quality rules, monitoring and handover materials. This service prepares data for BI, ERP and AI; it does not replace the business application itself.
Integrations become the foundation for BI, Mini ERP and AI
Once the data is connected, you can build reports, operational modules, AI assistants and management dashboards.
Go to digital systemsData integration questions
Short answers before starting.
What sources can be connected?
1C, Bitrix24, SAP, iiko, Directum, CRM, Excel, databases, APIs, websites, marketplaces and other systems with available exchange interfaces.
Are integrations only for BI?
No. They support BI, ERP, Mini ERP, AI analytics and process automation.
Can we start with manual files?
Yes. Excel or CSV can be used at the first stage.
04 — Contact
Which systems need to exchange data?
Name the source and target systems, data direction and refresh frequency, approximate volume, known quality issues and the target date for the first live exchange.