Intelligent Data Pipeline

Your data always synchronized, clean and queryable in real time

Category: Search and structured data
Model: open, installed on your premises
Data: never leaves
Subscription: €0 per month

01Overview

Modern company data is scattered across dozens of sources: CRM, e-commerce, ads, ERP, SaaS. Without a robust pipeline, this data lives in silos, arrives late and is unusable for decision-making. The Intelligent Data Pipeline orchestrates extraction, transformation and loading of all your sources into a unified data warehouse, queryable in real time.

The problem

Siloed data prevents a unified business view. Manual exports lag 24–48 hours. Ad hoc transformations introduce errors. Without CDC (Change Data Capture), missed updates create inconsistencies between systems. And without observability, pipeline failures stay invisible.

Our answer

An automated pipeline ingests your data via native connectors (Fivetran, Airbyte, CDC) and loads it into BigQuery or Snowflake after transformation. Apache Airflow orchestrates dependencies and retries on error. An LLM agent (via MCP) enables natural language data warehouse queries. An observability dashboard monitors data freshness and quality.

02How it works

Live in four steps.

01
Source mapping
Audit of all your data sources: APIs, databases, files, SaaS. Prioritization by business value.
02
Connector construction
Development or configuration of ETL/ELT connectors, CDC for critical sources (MySQL, PostgreSQL, Salesforce, Shopify).
03
Data warehouse modeling
Star schema or Medallion (Bronze/Silver/Gold) design in BigQuery or Snowflake. dbt layer for transformations.
04
Orchestration & observability
Airflow or Prefect deployment for orchestration, alerts on delay or error, data quality dashboard.

03What you gain

Results you can measure.

Fresh data in < 5 minutes

The CDC pipeline captures every change in your sources and propagates updates in near real time to your warehouse.

Unified business view

All your sources in one warehouse. CRM, sales, ads, product, everything is consistent and comparable.

Zero silent failures

The monitoring system detects and alerts on every pipeline anomaly (delay, error, missing data) before business impact.

04Frequently asked

What we get asked before signing.

Which data sources can you connect?

CRM (HubSpot, Salesforce), e-commerce (Shopify, WooCommerce), ads (Google, Meta), ERP, SQL databases, REST APIs, S3 and GCS files.

What is the minimum refresh frequency?

With CDC, updates propagate in under one minute. Without CDC, batch pipelines run every 5–15 minutes.

Do we need in-house data engineering expertise?

No. We handle setup and maintenance. Your teams access data via dashboards and the natural language query interface.

Are dbt transformations maintainable by our teams?

Yes. dbt is designed to be documented and managed by data analysts with standard SQL skills. We train your teams.

Let's talk about your case for thirty minutes.

A conversation to understand your context, volumes and tools. You leave with a scope and an order of magnitude, no commitment.

+261 38 66 261 00 team@wikolabs.com