Bank of Khyber Dashboard
Enterprise banking dashboard providing real-time financial analytics and branch performance metrics.
5 days → 15min
Reporting cycle time
40+
Branches connected
60+
KPIs tracked
200+
Daily active users
Overview
About this project
Bank of Khyber required a unified analytics platform that could surface real-time performance data across all branches, product lines, and regional divisions. The existing reporting infrastructure relied on manual spreadsheet exports and weekly summaries — too slow and fragmented for executive decision-making.
We delivered a comprehensive data dashboard that consolidates feeds from multiple core banking systems into a single, interactive view. Branch managers, regional directors, and C-suite executives each have tailored role-based dashboards surfacing the KPIs most relevant to their responsibilities.
Project Details
- Client
- Bank of Khyber
- Delivered
- Mar 10, 2026
- Category
- Technology
- Technologies
- ReactD3.jsNode.jsSQL ServerAzure Data FactoryPower BI
The Challenge
Disparate data sources and legacy systems made consolidated reporting nearly impossible.
The bank operated across 40+ branches, each running slightly different legacy systems with incompatible data schemas. Monthly performance reports were produced manually by a dedicated team of analysts, taking up to 5 days to compile. Real-time visibility into deposits, lending, and branch KPIs simply did not exist, making it impossible to identify and act on performance trends quickly.
Key Challenges
- Real-time ETL from 4 core banking systems
- Interactive D3.js visualisations for 60+ KPIs
- Role-based dashboards for branch, regional, and executive views
What we delivered
The Solution
Built a unified analytics dashboard integrating multiple data sources with real-time updates and role-based views.
We built a data integration layer using Node.js ETL pipelines that normalise and stream data from four core banking systems into a centralised SQL Server warehouse. The React frontend renders interactive D3.js visualisations covering 60+ KPIs across deposits, lending, branch performance, and risk metrics. Dashboards are role-scoped, with drill-down from national level to individual teller performance. Data refreshes every 15 minutes with delta updates.
Results
Reporting time reduced from 5 days to under 15 minutes, with full adoption across all 40+ branches.
Monthly reporting cycles dropped from 5 days to 15 minutes. The executive team gained real-time visibility for the first time, enabling the identification of a regional lending anomaly within 48 hours that would previously have taken weeks to surface. Branch manager satisfaction scores improved from 3.1 to 4.6/5. The platform is now used daily by 200+ staff across all 40 branches.
5 days → 15min
Reporting cycle time
40+
Branches connected
60+
KPIs tracked
200+
Daily active users
Our Approach
How we got there
Systems Audit
Documented all data sources, schemas, and refresh cadences across the four core banking platforms to design the integration architecture.
Data Integration
Built normalisation pipelines and a centralised warehouse schema, handling schema mismatches and historical data migration.
Dashboard Design
Conducted workshops with branch managers and executives to define role-specific KPI priorities and dashboard layouts.
Development
Built the React/D3 frontend and Node.js API layer over four sprints with weekly stakeholder reviews.
Rollout & Training
Phased rollout starting with head office, followed by regional hubs and branch network, with in-person training sessions.
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