- August 19, 2026
- Posted by: singhgyanendra
- Categories:
Secure Data & Reporting Platform
CUSTOMER
A cybersecurity-focused organization needed a centralized web platform to bring data ingestion, dashboards, reporting, and report customization into a single system.
The objective was to create a flexible reporting platform capable of consuming data from different sources, presenting insights through interactive dashboards, and allowing users to build professional reports using a Google Docs-style report editor.
Security validation was also built into the development lifecycle, with lineage tracking and vulnerability scanning performed at every milestone.
CHALLENGE
The organization needed to move away from fragmented data and reporting processes.
Key challenges included:
- Data arriving from different sources and formats.
- The need to support future data sources beyond the initial integration.
- Manual preparation of dashboards and reports.
- Limited flexibility for users who needed customized reports.
- Requirement for interactive charts and visual analytics.
- Need to generate professional PDF and DOCX outputs.
- Need for role-based access to dashboards and reports.
- Requirement for security validation throughout development.
- Need for a scalable architecture capable of supporting additional data sources in the future.
COGNIC’S SOLUTION
A secure, web-based data and reporting platform was designed with separate modules for data ingestion, dashboards, standard reporting, custom report creation, and administration.
1. Secure User Access
The platform provides secure user authentication and role-based access. Users receive access based on their assigned role and organization or entity. The architecture supports secure token-based authentication and controlled access to platform functionality.
2. Data Loader
A centralized Data Loader provides a flexible mechanism for bringing data into the platform. The initial implementation supports Immersive Labs REST API integration, raw data loading, CSV/JSON uploads, data ingestion logging, source identification, and flexible JSON-based data storage. The data architecture uses PostgreSQL with JSON columns so different data structures can be stored without requiring a completely new relational schema for every source.
3. Interactive Dashboards
The platform provides role-specific dashboards for presenting important metrics and operational insights, including KPI cards, bar charts, line charts, pie/donut charts, readiness metrics, trend analysis, data tables, and custom widgets. Apache ECharts is used to provide interactive visualizations.
4. Standard Reports
The platform includes a collection of predefined reports for common reporting requirements. Users are able to select a report, apply filters, review report data, view charts/tables, preview the final output, and export reports.
5. Custom Report Builder
One of the key capabilities is a Google Docs-style report customization experience using Editor.js as the core editing framework. Users can build reports using configurable content blocks (text, headings, tables, charts, metrics, images) through a drag-and-drop interface.
6. Dynamic ECharts Integration
Apache ECharts is integrated into the reporting experience to provide interactive visualizations. The platform supports multiple charts of the same type using different datasets (e.g. placing multiple bar charts in the same report connected to different configured data queries).
7. Report Export
After reviewing a report, users can export the final document to DOCX and PDF formats. The export process preserves the configured report structure, including text, charts, tables, and other supported content blocks.
8. Administration
An administrative module provides controls for managing the platform, supporting user management, role management, entity or organization configuration, access settings, platform configurations, and activity/audit logs.
SECURITY & VALIDATION
Security is treated as a continuous development requirement. At the end of every milestone, the completed functionality goes through a validation process including software lineage tracking, vulnerability scanning, application security validation, and finding classification/remediation. High and Critical findings are addressed before milestone sign-off.
TECHNOLOGY APPROACH
- React.js and Material UI for the application interface
- Editor.js for the custom report editor
- Apache ECharts for interactive visualizations
- Node.js and Express.js for backend services
- PostgreSQL with JSON columns for flexible data storage
- JWT-based authentication
- Docker-ready and cloud-ready deployment architecture
KEY OUTCOMES
- Centralized data ingestion supporting varied JSON data structures.
- Interactive role-based dashboards and standardized templates.
- Drag-and-drop custom report builder with dynamic live charts.
- Export outputs preserving formatting in DOCX and PDF.
- Continuous validation process protecting against security vulnerabilities.
BUSINESS IMPACT
The solution reduces the dependency on manually prepared reports and disconnected reporting tools. Users gain a single workflow where data enters the platform, gets processed and visualized, and then becomes available for both standard and customized reports. The custom report editor also gives business users greater control over report presentation without requiring a developer to create every new report layout.