Reporting & Analytics Platforms
Custom reporting and analytics platforms that go beyond standard tool dashboards — letting business users build their own reports, explore data with filters and drill-downs, and schedule automated report delivery. Built for businesses that have outgrown Excel and generic BI tools.
Self-service report builder
Drag-and-drop report builder that lets non-technical business users create their own reports — choosing dimensions, metrics, filters and visualisation type — without waiting for the IT team or a developer to build it for them.
- Drag-and-drop interface for metric and dimension selection
- Filter configuration: date range, segment, status, custom fields
- Chart type selection per report: bar, line, table, pie
- Calculated field creation with formula editor
- Save and name custom reports for reuse
- Share report with team members
- Clone and modify an existing report as starting point
- Report version history
Drill-down & interactive exploration
Interactive data exploration — clicking a chart bar, a table row or a map region to drill down to the underlying detail, applying cross-filters across multiple visualisations, and tracing an aggregated number back to the individual transactions that make it up.
- Click-through drill-down from aggregate to detail
- Cross-filtering: selecting one chart filters all others on the page
- Date granularity toggle: month → week → day → hour
- Row-level detail popup showing individual records
- Drill-through to source transaction in the originating system
- Breadcrumb navigation back through drill path
- Zoom and pan for time series with dense data
- Table pivot with row and column grouping
Scheduled & automated reports
Automated report generation and delivery on a configured schedule — daily sales summaries, weekly performance reports, monthly board packs — delivered by email, saved to shared drives or pushed to Slack without anyone manually exporting them.
- Cron-style scheduling: hourly, daily, weekly, monthly
- Report snapshot generation at schedule time
- Email delivery with inline data table or PDF attachment
- Slack or Teams channel delivery
- SharePoint or Google Drive automatic save
- Recipient list management per report
- Conditional delivery: send only if metric exceeds threshold
- Delivery log and failure alert
Data export & API access
Data export and API access for teams that need to pull reporting data into other systems — feeding a data warehouse, populating a financial model or supplying a custom downstream application with aggregated metrics.
- One-click export: CSV, Excel, JSON per report
- Bulk export of full dataset with filters applied
- REST API endpoint for programmatic report data access
- API authentication with token-based access
- Webhook delivery of scheduled report data to external systems
- Data warehouse push: BigQuery, Snowflake, Redshift connector
- Rate limiting and export size controls
- API usage logging per key
Anomaly detection & alerts
Automated monitoring that alerts the right people when a metric moves outside its expected range — revenue drops sharply, support tickets spike, error rate increases — so teams can respond before the issue compounds.
- Threshold alerts: notify when metric exceeds or drops below fixed value
- Statistical anomaly detection: flag unusual deviations from trend
- Alert delivery: email, Slack, SMS or in-platform notification
- Alert recipient configuration per metric
- Alert snooze and acknowledgement workflow
- Alert history log with resolution notes
- Scheduled check vs. real-time monitoring configuration
- Compound alerts: trigger only when multiple conditions met simultaneously
Embedded analytics components
Embeddable analytics components for SaaS products that want to offer reporting to their own customers — charts, tables and dashboards rendered inside the customer's account view, showing that customer's data only, with the host product's branding.
- Embeddable chart and table components via iframe or JavaScript SDK
- Row-level data isolation per embedded customer account
- White-label branding: colours, fonts and logo inherited from host
- SSO passthrough: user authenticated in host product, no separate login
- Configurable date range, metric and filter parameters
- Mobile-responsive embedded components
- Customer-configurable dashboard within embedded context
- Usage analytics: which embedded reports customers view most