bi.consulting.sa
BI Division

Business Intelligence & Analytics

Transform raw data into real-time decision-support systems. Unified data integration, custom KPI dashboards, reporting automation, and role-based access — built for Saudi businesses that run on numbers.

Integration

Data Integration & ETL

Your data lives in many places — PostgreSQL, SQLite, REST APIs, your ERP, your CRM. We build reliable pipelines that pull, clean, and consolidate it into one analytics layer so every dashboard starts from a single source of truth.

  • Connectors for PostgreSQL, SQLite, MySQL & REST APIs
  • ERP, CRM, and accounting system data sources
  • Automated data hygiene, deduplication & type coercion
  • Incremental ETL with change-data-capture where supported
  • Scheduled pipeline orchestration with retry & alerting
  • Fast SQL caching layers for sub-second dashboard loads
Databases
PostgreSQL, SQLite, MySQL, and SQL Server connectors with incremental loads and CDC where available.
bi.etl.api
REST, GraphQL, and direct ERP/accounting integrations with credential vaulting and pagination handling.
Data Hygiene
Automated deduplication, type coercion, null handling, and standardization before data hits the warehouse.
Caching
Pre-aggregated rollup tables and caching layers so dashboards load in sub-seconds, not minutes.
Dashboards

Executive Dashboards & KPI Tracking

Dashboards designed for decision-makers, not data scientists. High-level KPI cards for executives, deep-dive drilldowns for department heads, and role-based views so everyone sees what they need to see.

bi.dash.rev
Cash-flow pacing, MRR/ARR waterfall, margin analysis, and expense breakdown with ZATCA invoice data.
bi.dash.ops
Fulfillment velocity, SLA tracking, inventory turns, and team workload distribution in real-time.
bi.dash.role
Strict row-level security so regional managers see only their branch, while C-suite sees consolidated totals.
  • Real-time interactive dashboards (auto-refresh)
  • Revenue, margin, and unit-economics views
  • Operational KPIs: throughput, SLA, utilization, churn
  • Role-based access control (RBAC) down to the widget
  • Multi-tenant: each customer sees only their data
  • Drill-down from headline metric to underlying records
Automation

Reporting Automation & Email Digests

Stop spending Monday mornings manually exporting CSVs. We schedule automated executive digests delivered to your inbox, generate pixel-perfect PDF reports, and alert leadership when metrics breach thresholds.

PDF
Auto-generated reports
Digests
Daily / weekly / monthly
Automated PDF reports and scheduled email digests
Custom KPI modeling tied to your business definitions
Automated PDF report generation on a schedule
Email digests (daily / weekly / monthly) to stakeholders
Configurable thresholds with breach alerts
Versioned metric definitions with change history
Export to Excel, CSV, and Google Sheets
Portals

Customer-Specific BI Portals

Give your clients or franchise partners their own branded analytics portal. With Row-Level Security, multi-tenant isolation, and custom theming, every customer sees only their data.

Isolated per-customer BI portal instances
Row-level security enforced at the database layer
Custom branding: logo, colors, and domain per portal
Self-service report building for trusted users
Audit log of every query and export
SSO / SAML integration available on enterprise plans
AI + BI

AI-Assisted Analytics & NLP Queries

Ask questions in plain Arabic or English — get charts and data instantly. Our AI analytics layer translates natural-language prompts into validated SQL queries with strict guardrails against hallucinations.

  • Natural-language SQL queries (e.g. show me churn by region)
  • Anomaly detection on KPI time series
  • Predictive insights: forecast, seasonality, trend flags
  • Auto-generated narrative summaries of dashboards
  • Suggested questions based on your data shape
  • Every AI query respects the same row-level security
AI, but governed
Queries execute in read-only mode, cannot access data outside the user's RLS scope, and explain their reasoning before you take action on the numbers.
Governance

Data Quality & Governance

Reliable dashboards require reliable data. We implement automated schema validation, end-to-end data lineage, and data quality scoring so you always know where numbers come from.

Validation
Schema checks, range validation, and null-constraint tests run on every ingestion batch before data is promoted.
Lineage
Trace any metric on any dashboard back through transforms to the exact source row and table it came from.
Quality Scoring
Automated freshness checks, completeness scores, and drift detection with alert webhooks when quality slips.
  • Data validation rules at every pipeline stage
  • Column-level lineage tracking end-to-end
  • Automated data quality scoring per dataset
  • PII detection and masking in analytics views
  • Retention and purging policies (PDPL-aligned)
  • Access reviews and certification workflows
What's Included
  • Data source connectors and ETL pipeline engineering
  • Executive dashboard design and implementation
  • Custom KPI modeling with versioned definitions
  • Automated PDF reports and scheduled email digests
  • Row-level security and role-based access configuration
  • Data quality scoring and lineage documentation
What's NOT Included
  • Ownership or licensing of your source data systems
  • Data entry, cleansing, or back-office data stewardship
  • Third-party BI tool licenses (e.g. Tableau, Power BI) unless specified
  • Custom application development beyond dashboards & portals
  • Guarantees on source-system data accuracy or freshness
  • Regulatory audit sign-off (we support, you own compliance)

The BI Division operates under dedicated BI service terms

Process

How to Start

Six structured steps from data discovery to production analytics portal.

1

Discovery

We map your data sources, key metrics, and the decisions they drive today.

2

Integration

ETL pipelines connect and clean your data into a single analytics layer.

3

KPI Design

We codify your business logic into versioned, auditable metric definitions.

4

Dashboard Build

Interactive dashboards and reports built around real decision workflows.

5

Governance

Row-level security, access controls, and quality scoring applied and verified.

6

Delivery

Scheduled digests, PDF reports, and self-service access go live to users.

Ready to turn data into competitive advantage?bi.consulting.sa

Schedule a discovery session. We'll audit your data sources, outline a unified pipeline architecture, and demonstrate a sample dashboard tailored to your industry.