bi.consulting.sa
BI Division

Business Intelligence & Executive Analytics Portals

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.
APIs & ERP
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
Materialized views and SQL caching layers deliver sub-second dashboard response on large datasets.
Dashboards

Executive Dashboards

Real-time, interactive dashboards that surface the metrics that matter — revenue, margins, operations, and customer health. Built for executives who need answers in seconds, with role-based access so the right people see the right numbers.

Revenue & Finance
MRR, ARPU, gross margin, cohort retention, and cashflow views that reconcile to your source of truth.
Operations
Throughput, SLA adherence, utilization, backlog, and incident metrics updated in real time.
Role-Based Access
Granular RBAC down to the widget level. Multi-tenant by design — each customer sees only their own data.

Every dashboard includes

  • 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
Reporting Automation
Reports shouldn't mean a person in a spreadsheet every Monday morning. We codify your KPIs once, then generate branded PDFs and email digests on the schedule you define — so insights land in inboxes automatically.
  • 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
KPIs

KPI Design & Reporting

A metric only means something if everyone agrees on the formula. We model your KPIs as versioned, auditable definitions — then automate the reports and digests that used to eat your team's week.

PDF
Auto-generated reports
Digests
Daily / weekly / monthly
Portals

Customer-Specific BI Portals

For B2B businesses, analytics is a product you can offer your own customers. We build isolated, branded BI portals — one per customer — with row-level security enforced at the database layer so tenant A can never see tenant B's 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-Assisted

AI-Assisted Analytics

Let your team ask questions in plain language — “show me churn by region last quarter” — and get answers instantly. Our AI layer translates to SQL, detects anomalies, and surfaces forecasts. Crucially, every AI query runs through the same row-level security as a human analyst.

  • Natural-language SQL queries ("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

AI is a power tool, not a free pass. Natural-language queries are translated to parameterized SQL and executed against the same security boundary as manual queries — a user can't talk their way past row-level security.

All AI activity is logged: who asked what, what SQL was generated, and what rows were returned. Nothing happens off the record.

"Show revenue by product line, last 90 days" → validated SQL → RLS scope → results
Governance

Data Quality & Governance

Dashboards are only as trustworthy as the data behind them. We instrument quality scoring, lineage tracking, and validation at every pipeline stage — so when a number looks wrong, you can trace exactly where it came from.

Validation
Schema, range, and business-rule checks run at every pipeline stage. Bad records are quarantined, not silently propagated.
Lineage
Column-level lineage traces any metric back to its source field, transformation, and pipeline run — end to end.
Quality Scoring
Every dataset gets an automated quality score. When it drops, stakeholders know before they act on the numbers.
  • 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
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  • 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
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  • 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)
Process

How to Start

Six steps from scattered data sources to governed, self-service analytics.

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.

Turn your data into decisions.bi.consulting.sa

Book a demo and we'll connect a live data source, build a starter dashboard, and show you exactly what governed analytics looks like for your business.