Data Products & Mesh Operating Model

Build reusable, governed domain data products with standardized metrics and federated ownership — enabling consistent analytics and AI-ready data assets 40–50% faster with MeshForge™ and MetricStreamAI™.

About the solution

Turning Enterprise Data Into Trusted, Reusable Assets

Organizations struggle with inconsistent KPIs, duplicated analytics, and siloed data pipelines because data ownership is fragmented and data is engineered once rather than productized. Compunnel's Data Products & Mesh Operating Model uses MeshForge™ to establish domain data product templates and federated governance and MetricStreamAI™ to standardize semantic metrics and KPI contracts, enabling consistent analytics, trusted data assets, and 40–50% faster rollout of new data initiatives.

How we work

What It Takes to Build a Data Product Operating Model That Works

Domain Discovery & Data Product Scoping

Identify and scope domain data products across sales, finance, supply chain, HR, and customer domains —defining ownership, consumers, SLAs, and governance requirements for each product.

MeshForge™ Product Architecture

Deploy MeshForge™ domain product templates — standardized workflows for data product lifecycle management, ownership assignment, certification, and publication to the enterprise data marketplace.

Semantic Layer & KPI Contracts

Build a MetricStreamAI™ semantic layer with standardized KPI definitions, metric relationships, and access policies — ensuring consistent, business-ready analytics across all dashboards and AI platforms.

Federated Governance Framework

Establish federated data governance — with domain ownership, certification workflows, and usage policies that balance data accessibility with security, lineage, and compliance requirements.

Case Studies