Data & Analytics

Enterprise Data & Analytics Solutions (Business Intelligence)

Making business decisions based on instinct alone carries a high risk of failure. AhliWeb delivers enterprise-grade data engineering and Business Intelligence (BI) services to consolidate your scattered raw data into a single interactive analytics dashboard that presents valuable insights instantly.

Key Features & Service Standards

• ETL/ELT Data Pipelines (dbt & Airflow): Automating the collection, cleaning, and transformation of data from various sources (application databases, ERPs, Excel, social media ads) on a scheduled basis.
• Enterprise Data Warehousing (ClickHouse): Implementing a ClickHouse column-oriented database to process millions of rows of analytical data instantly (sub-second query response).
• Apache Superset BI Dashboards: Designing interactive dashboards, pie charts, trend line graphs, and geographic heatmaps accessible by management anytime.
• Data Modeling & Optimization: Designing optimal data warehouse schemas (Star Schema / Snowflake Schema) for storage efficiency and rapid retrieval.
• Big Data Consulting: Advising on corporate data governance strategies to ensure the integrity and security of sensitive data.

Technical Specifications & Analytics Stack

• Development Base (since 2026): AWCMS-Micro ecosystem — TypeScript + Astro, Cloudflare Workers/Pages/D1/R2, GitHub Actions CI/CD, and AI support.
• Pipelines & Orchestration: dbt (Data Build Tool), Apache Airflow, Prefect, Python Scripts
• Data Warehouse: ClickHouse, PostgreSQL (for smaller data marts)
• Visualization & BI: Apache Superset, Metabase, Grafana
• Data Source Integration: API Integrations, PostgreSQL/MySQL CDC (Change Data Capture), Debezium
• Infrastructure: Cloudflare Workers/Pages (edge), Containerized Deployment, Linux Server Hardening

Data Flow Architecture (BI System)

Our data processing infrastructure is designed to consolidate operational data from multiple sources into a unified analytics dashboard:

graph TD
    Sources[Data Sources: ERP / Web App / API / Sheets] -->|Data Extraction| Airflow[Apache Airflow Orchestrator]
    Airflow -->|Write Raw Data| ClickHouse[(ClickHouse Data Warehouse)]
    ClickHouse -->|SQL Data Transformation| dbt[dbt - Data Build Tool]
    dbt -->|Clean Data Models| ClickHouse
    ClickHouse -->|Fast Data Query| Superset[Apache Superset Dashboard]
    Superset -->|Interactive Dashboard| Management[Management / Data Analysts]

Service Level Agreement (SLA) & Compliance Standards

• Dashboard Query Speed: We guarantee interactive report/dashboard query speeds of under 3 seconds for historical data volumes up to 50 million rows.
• Regular Synchronization: Data warehouse refresh tasks are executed automatically during non-operational hours (e.g. 1:00 AM) to avoid production overhead.
• Security & Privacy: Dashboard access is tightly controlled via Role-Based Access Control (RBAC) and sensitive personal/financial data is masked.
• Sharia Ethical Standards: Business analytics are oriented toward growing enterprises that benefit the community, avoiding speculative analysis or prohibited industries.