SparQ Reporting & Insights

From Data to Decisions: Instantly, Accurately, and Intelligently

From Inconsistent Reports to Intelligent Insights 

65%  of enterprise reports contain inconsistent KPIs or unreliable data, leading to delayed decisions, compliance challenges, and loss of confidence in business performance. 

SparQ transforms enterprise reporting by combining prebuilt, domain-specific data models with out-of-the-box report frameworks, delivering trusted insights from Day 1.


It eliminates the complexity of disconnected reporting tools, giving enterprises a single, governed system of truth where every report, metric, and dashboard tells the same story, trusted, consistent, and ready for decision-making.


With governance, automation, and AI-driven intelligence built in, SparQ enables organisations to move from inconsistent reports to reliable, real-time insights, turning reporting into a strategic advantage that powers confident, data-driven decisions.

From Inconsistent Reports to Intelligent Insights 

65%  of enterprise reports contain inconsistent KPIs or unreliable data, leading to delayed decisions, compliance challenges, and loss of confidence in business performance. 

SparQ transforms enterprise reporting by combining prebuilt, domain-specific data models with out-of-the-box report frameworks, delivering trusted insights from Day 1.


It eliminates the complexity of disconnected reporting tools, giving enterprises a single, governed system of truth where every report, metric, and dashboard tells the same story, trusted, consistent, and ready for decision-making.


With governance, automation, and AI-driven intelligence built in, SparQ enables organisations to move from inconsistent reports to reliable, real-time insights, turning reporting into a strategic advantage that powers confident, data-driven decisions.

Why SparQ for Reporting

SparQ unifies data, governance, and insights in one platform, eliminating manual effort and inconsistent KPIs to deliver trusted, business-ready dashboards from Day 1.

Prebuilt Reports and Domain Models 


Simplify governance with a single, intelligent control layer that manages data quality, access, and compliance across all systems. SparQ enforces consistent policies enterprise-wide, eliminating silos and reducing governance complexity.

Customisable and Scalable Framework


Effortlessly adapt dashboards and metrics with SparQ’s low-code, no-code governance framework, enabling you to customise and scale reporting without compromising data quality, consistency, or compliance.

Governed Consistency Across Systems 


Every report inherits SparQ’s governance, lineage, and compliance controls, ensuring a single version of truth across SAP and other enterprise systems. No duplication. No conflicting KPIs. Just trusted, aligned insights.

Prebuilt Reports and Domain Models 


Simplify governance with a single, intelligent control layer that manages data quality, access, and compliance across all systems. SparQ enforces consistent policies enterprise-wide, eliminating silos and reducing governance complexity.

Customisable and Scalable Framework


Effortlessly adapt dashboards and metrics with SparQ’s low-code, no-code governance framework, enabling you to customise and scale reporting without compromising data quality, consistency, or compliance.

Real-Time, Reliable Insights


SparQ keeps data fresh, validated, and synchronised, reducing reporting delays by up to 70%. Every dashboard reflects the most current, accurate, and compliant information available, enabling faster, more confident decisions.

Embedded Intelligence and Automation 


With AI-assisted insights and automation, SparQ turns static dashboards into dynamic intelligence, helping users detect trends, uncover opportunities, and act faster. 

Governed Consistency Across Systems 


Every report inherits SparQ’s governance, lineage, and compliance controls, ensuring a single version of truth across SAP and other enterprise systems. No duplication. No conflicting KPIs. Just trusted, aligned insights.

Real-Time, Reliable Insights


SparQ keeps data fresh, validated, and synchronised, reducing reporting delays by up to 70%. Every dashboard reflects the most current, accurate, and compliant information available, enabling faster, more confident decisions.

Embedded Intelligence and Automation 


With AI-assisted insights and automation, SparQ turns static dashboards into dynamic intelligence, helping users detect trends, uncover opportunities, and act faster. 

Governed, Reusable Reporting Models Across Domains

Deliver consistent, trusted insights across Finance, HR, Inventory, Procurement, and beyond, all built on SparQ’s unified, governed foundation.


Kagool Inventory 360 dashboard in Microsoft Power BI showing secure, reusable inventory semantic models for faster, smarter decisions.

Inventory 360

Gain end-to-end visibility into your inventory lifecycle with SparQ’s prebuilt, governed inventory reports. Track stock on hand, movement trends, and ageing insights to identify risks early and maintain accurate inventory positions.


Automated snapshots provide real-time visibility into availability, coverage, and replenishment needs, reducing both stock-outs and overstock. Built on SparQ’s reusable data models, these reports ensure consistent KPIs, optimised performance, and trusted insights, driving better warehouse efficiency and customer satisfaction.

Kagool Financial 360 dashboard in Microsoft Power BI showing secure, reusable finance semantic models for faster, smarter decisions.

Finance l 360

Gain a single, governed view of your financial performance with SparQ’s reusable finance semantic model. Unify P&L, balance sheet, cash flow, and trial balance reporting in one governed framework, ensuring consistency, accuracy, and compliance across statutory, management, and operational reporting.


With automated variance insights, drill-through analysis, and scenario planning, finance teams can close faster, forecast smarter, and deliver trusted insights, all from a secure, governed, and performance-optimised SparQ environment.

Kagool HR 360 dashboard in Microsoft Power BI showing secure, reusable HR semantic models for faster, smarter workforce decisions.

HR 360

Transform HR reporting with SparQ’s reusable, governed semantic model for headcount, starters and leavers, turnover, and absence tracking. This org-aware, hire-to-retire framework delivers consistent, trusted insights that support workforce planning, attrition analysis, and employee engagement strategies.


Built on the same governed foundation as Finance and Inventory, SparQ enables HR leaders to integrate workforce intelligence into broader business performance dashboards, creating a holistic, data-driven view of people and outcomes.

Transforming Decisions Through Intelligent Reporting

SparQ turns reporting into a strategic advantage, delivering governed, intelligent insights that improve speed, accuracy, and confidence across the enterprise. 

3× 

faster delivery of reporting-ready dashboards across Finance, HR, and Inventory. 

70%

reduction in manual reporting effort through automated validation and governed templates. 

100%

Consistency in business KPIs and metrics across SAP and other enterprise data sources.

40%

increase in reporting accuracy and decision confidence through real-time, governed data. 

Turn Every Report into a Source of Truth

With SparQ Reporting, every dashboard becomes accurate, governed, and business-ready from day one.