Concept¶
What is Cxofacts¶
Cxofacts is a data intelligence–accelerating platform that converts disparate raw system data into governed, executive-ready insights.
It provides a consolidated reporting layer that standardizes data into Golden Data Points (GDPs), applies enterprise data contracts, and surfaces anomalies through automated validation. Executives access consistent and explainable metrics without relying on manual reconciliation or heavy data engineering.
Core Principles¶
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Contracts, not dashboards
Dashboards are easy to change; contracts define truth. Enterprise data contracts lock KPI definitions and data rules, ensuring every report is traceable, auditable, and consistent. -
Business-first foundation
Unlike engineering-first platforms that start with schemas and pipelines, Cxofacts begins with Golden Data Points and executive metrics. Technical orchestration is automated in the background. -
Lineage and logging by design
Every data contract captures lineage and logs, providing full visibility from source transaction to reported KPI. Executives and auditors can trace every number back to its origin. -
Accelerated time-to-table
Cxofacts reduces implementation time significantly (weeks instead of months) and shortens time-to-table in daily operations. New transactions flow into governed tables in near real-time or scheduled batches, keeping decisions current and validated.
The Challenges We Address¶
Cxofacts helps enterprises overcome four common barriers:
- Fragmented data spread across ERP, CRM, HRMS, and other systems.
- Inconsistent KPI definitions across departments.
- Manual and delayed reporting cycles.
- Limited visibility into compliance and anomalies.
How It Works¶
The platform includes an automated, pre-built data acquisition system that removes the need for heavy custom engineering. It ingests data from multiple sources, harmonizes it into Golden Data Points, applies enterprise-grade contracts, and enforces quality through validation and anomaly detection.
Cxofacts reduces the time and effort required to move from disparate raw data to reconciled, decision-ready insights, enabling enterprises to adopt trusted reporting faster and at scale.
Why It Matters¶
Without a consistent reporting foundation, enterprises spend significant time reconciling numbers across departments. Finance, Sales, Marketing, and Operations often operate with conflicting metrics, reducing confidence in decision-making.
Most existing platforms are engineering-first: they require complex data modeling, pipeline setup, and custom integration before business users see any value. Cxofacts reverses this pattern with a business-first foundation. Executives receive pre-defined, reconciled metrics upfront, while the platform automates the underlying data engineering.
This approach reduces manual effort, improves compliance readiness, and allows executives to make timely, confident decisions based on reconciled data.