Smarter Projects Powered by Data
Turning Projects into Intelligent Ecosystems
We build project-specific data architectures, automations, and analytics solutions that convert fragmented data into a unified, real-time decision engine. We simplify complex environments with clarity, confidence, and control.
The Hidden Challenge.
Most project teams already have data, tools, and systems. What they lack is a project-native data architecture that connects everything and makes insight reliable.
Linnigence doesn’t replace your systems — we make them work together. We deliver a complete end-to-end data ecosystem from ingestion to AI.
One Lake
A unified platform for all project silos
Power BI
Security
AI Ready
Native, deep integration for seamless visual intelligence.
Built-in integration with Azure OpenAI and Copilots.
Enterprise-grade governance and Entra ID protection.
Solution:
Platform Architecture
Built on Microsoft Fabric & Azure. Secure, scalable, and enterprise-ready.
RAW PROJECT FOUNDATION
Bronze Layer
Capture project data as-is, securely and reliably, with full traceability
CORE INPUTS:
ERP (SAP, Oracle, IFS)
Scheduling (Primavera P6)
Procurement systems
Structured & semi-structured data
FABRIC INTEGRATION:
Fabric Data Pipelines
Native Connectors
One Lake (Raw Zone)
VALUES REALISED
Full auditability, Automated pipelines, Single landing zone
CURATED & STANDARDIZED DATA
Silver Layer
Clean, validate, and harmonize project data into a consistent project structure.
CORE INPUTS:
WBS, CBS, OBS harmonization
Cost & Schedule alignment
Automated QA/QC
Schema enforcement
FABRIC INTEGRATION:
Fabric Data Engineering
Lake House Tables
One Lake (Curated Zone)
VALUES REALISED
Trustworthy data, Standardized structures, Portfolio-ready insight
ANALYTICS, INTELLIGENCE & AI
Gold Layer
Deliver decision-ready project intelligence using governed metrics and models.
CORE INPUTS:
Time-phased datasets
Portfolio roll-ups
Benchmark models
Standard KPI definitions
FABRIC INTEGRATION:
Fabric Data Warehouse
Power BI Semantic Models
Azure Open AI (via Fabric)
VALUES REALISED
One source of truth, early warnings, Single landing zone
Scalable by Design
Linnigence grows with your projects. Whether it's a single high-impact development or a multi-billion dollar global portfolio, our architecture scales to meet complexity without infrastructure overhead.
100%
Azure
AUDITABILITY
ENTERPRISE GRADE
Service Catalogue
Tailored data solutions for the modern engineering landscape
Digital Project Set-up
Data architecture design
System integrations
Pipeline and storage setup
Dashboards & Analytics
Project dashboards
Project Controls Analysis
Project Health Analysis
Benchmarking
Independent Gate Reviews (IPA, PDRI etc)
Gate keeping & Benchmarking
AI & Automation
AI copilots & agents
Prediction models
Automated reporting
Data-driven risk analysis
Training & Capability Building
Power BI
Project analytics
Data literacy
Governance frameworks
The Result is Clarity
"We transform data into clarity, confidence, and control."
Single source of truth
Earlier visibility into risks & trends
Future-ready AI platform
Faster, more reliable reporting
Stronger governance & auditability
Seamless system integration
About the visionary
"I started Linnigence to bridge the gap between brilliant engineering and fragmented data. We don't just build dashboards; we create the digital nervous system for capital projects."
With an extensive background in Project Controls for high-stakes infrastructure, Linos recognized that the industry's biggest bottleneck wasn't a lack of effort—it was a lack of integrated data technology.
Linnigence is the realization of that vision: a firm dedicated to transforming raw project data into a clear, automated, and predictive single source of truth.
LINOS CHIPAKWE
Driving the next generation of project intelligence.
Civil Engineer, Project Controls Expert, Data Engineer