Structured Analytics Foundation
Clarity from complex data environments.
Data Pipelines
Metric Logic
Data Quality
Semantic Models
Reporting Layer
From data pipelines to executive dashboards.
Rare Data Labs helps organizations turn fragmented data into trusted decision systems: modern pipelines, governed metrics, scalable BI, advanced analytics, and AI-enabled workflows.
ERP
CRM
Finance
Sales
Marketing
Operations
Supply Chain
Customer Data
Spreadsheets
External Data
Trusted Metrics
98%
Executive Reporting
KPI Visibility
Decision Support
Item
Total Users
12,540
16.8%
vs last week
Services
A practical data partner for strategy, build, and scale.
We work at the point where commercial teams, source systems and reporting expectations meet. We help clarify what the business is trying to measure, shape the logic behind it, and deliver the foundations, analytics workflows, dashboards and AI systems.
Data Strategy & Advisory
Roadmaps, source-system audits, KPI frameworks, analytics operating models, reporting rationalization, and delivery prioritization.
Data Foundations
Design and build the reliable data layer behind reporting: ingestion, transformation, warehouse/lakehouse models, quality checks, orchestration and documentation.
BI & Reporting Systems
Turn business questions into trusted reporting products: executive dashboards, operational views, performance reporting, and self-serve BI reports.
Automation & AI Enablement
Use analytics and automation where they improve business workflows: forecasting, segmentation, anomaly detection, recurring report automation, and AI-assisted analysis.
Capabilities
Practical capabilities for modern data teams.
Data Engineering
Build the foundation: ingestion, transformations, warehouse/lakehouse architecture, quality checks, orchestration, and scalable data models.
- Source-to-warehouse pipelines
- SQL, Python, PySpark transformations
- Data quality and release controls
Built across the modern data stack.
Industries
Built for data-heavy environments.
Rare Data Labs is especially suited to teams where sales, finance, marketing, customer, supply chain, and commercial performance data need to become one trusted view.
CPG & FMCG
Omnichannel, market-level sales, retail, digital, e-commerce, and brand performance reporting.
Pharma & Healthcare
Launch analytics, field performance, patient-level trends, reimbursement metrics, and executive reporting.
Commercial Operations
Revenue, margin, customer, CRM, loyalty, subscriptions, supply chain, and operational decision systems.
Contact
Get in touch.
Bring one messy data, reporting, or analytics challenge. Rare Data Labs will help turn it into a practical roadmap across data foundation, BI layer, governance, and adoption.
Get in touch