Business outcome
Use this capability when the framework shows that people cannot trust the records, measures, or exceptions needed to make decisions across demand, supply, production, inventory, fulfillment, delivery, or service.
Services
Data & Analytics · Business Decisions · Data
Data Analytics & Business Intelligence
Turn scattered data into decisions people can trust.
Operationally complex businesses already hold the records behind orders, customers, work, capacity, cost, delivery, and service. We connect and govern those records so teams can see current conditions, reconcile disagreement, and act without rebuilding the answer by hand.
Launchpad assesses the operating need and creates the Roadmap. We engineer this capability when the approved plan calls for it.
A strong fit when
- Teams rebuild recurring reports manually from exports, spreadsheets, and disconnected systems
- Departments use different definitions for customers, orders, inventory, margin, service, and performance
- Leaders learn about delays, exceptions, and changing demand after the window to respond has narrowed
- Employees do not trust the available reports, so important decisions return to side files and individual judgment
Why this service exists
Connect the technology decision to the work the manufacturing business must control.
System responsibility
Data engineering turns records from ERP and connected systems into governed information for shared visibility, reporting, reconciliation, automation, and accountable action.
Ownership and control
The manufacturer must own the definitions, source authority, access, lineage, quality rules, reconciliations, and decision context behind every important measure.
01
The Problem
Leaders cannot manage what teams cannot see clearly.
Analytics problems begin when a dashboard is built before records, definitions, timing, lineage, and accountability have been reconciled across the operation.
What leaders see
Reports disagree about current conditions.
Teams debate demand, workload, capacity, inventory, service, delivery, and margin instead of acting on them.
What is actually happening
Measures inherit unresolved record conflicts.
Sources, identifiers, definitions, refresh timing, adjustments, and ownership differ across systems and teams.
What gets worse
Faster reporting accelerates the wrong answer.
More dashboards spread inconsistent measures and make exception ownership harder to establish.
02
What changes
Make the operating responsibility visible and governable.
Operationally complex businesses already hold the records behind orders, customers, work, capacity, cost, delivery, and service. We connect and govern those records so teams can see.
01
Operating outcome
Turn scattered data into decisions people can trust.
02
Operating records to reconcile
demand and orders, products, services, and inventory, work and capacity
03
Decision and exception path
Which decision the view supports, which records establish it, and how disagreement or missing data becomes visible.
04
Ownership and continuity
Measures need defined ownership, timing, lineage, reconciliation, and access before dashboards can become a basis for operating decisions.
03
Architecture
Build the service around the business record and decision.
Which decision the view supports, which records establish it, and how disagreement or missing data becomes visible.
01Source record
02Governed connection
03Validation
04Business system
05Accountable owner
Operating records to reconcile
demand and ordersproducts, services, and inventorywork and capacityquality and customer servicedelivery and financial results
04
Engineering scope
What Metrotechs engineers for Data Analytics & Business Intelligence.
The exact scope follows the approved business objective, source records, dependencies, controls, and delivery sequence.
01
Data Warehouse & Integration
Centralize data from ERP, WMS, CRM, finance, commerce, service, and other business systems into a cloud data warehouse. Automated pipelines keep data fresh and consistent.
Related service02
Executive Dashboards
Governed dashboards for revenue, margin, workload, inventory, delivery, service, and operating exceptions. Refresh timing follows source-system capability and the decisions each measure supports.
Related service03
Operations Analytics
Connect order, inventory, fulfillment, service, finance, exception, and customer-workflow data so leaders can identify delays, leakage, and capacity constraints.
Related service04
Demand Forecasting
Machine learning models trained on your historical data to forecast demand by product, customer, and channel. Reduce stockouts and overstock simultaneously.
Related service05
Inventory Optimization
Analytics-driven safety stock calculations, reorder points, and ABC classification. Reduce carrying costs while maintaining service levels.
Related service06
Self-Service Reporting
Give authorized teams governed ways to explore data and answer recurring questions without submitting each request to IT. Shared definitions keep reports reconcilable.
Related service05
Delivery sequence
From operating reality to a solution the business can own.
Data Audit
Inventory the relevant data sources, assess quality, and map relationships. Identify gaps and define the measures tied to specific operating decisions.
Architecture & ETL
Design the governed data model and build monitored pipelines. Set refresh cadence, validation, reconciliation, and recovery from the source systems and decision requirements.
Dashboard Development
Build executive and operational dashboards in the selected reporting platform. Validate definitions, navigation, permissions, and decision use with the people accountable for the measures.
Advanced Analytics
Deploy forecasting models, anomaly detection, and optimization algorithms. Validate predictions against historical data before production use.
Training & Handoff
Train your team on dashboards, self-service reporting, and data interpretation. Full documentation and ongoing support.
Related services and systems
Continue through the connected operating environment.
Use these connected services and references to understand the records, workflows, and systems surrounding this work.
Systems explained
ERPUnderstand the operating records, workflows, and system-of-record boundaries an ERP should own.CRMUnderstand how customer, account, opportunity, activity, and relationship context should connect to the operating flow.WMSUnderstand how warehouse execution owns receiving, movement, picking, packing, and inventory control.
06
FAQ
Questions to answer before implementation begins.
Clear answers for manufacturing leaders evaluating the work, operating responsibility, and delivery path.
We select from platforms such as Power BI, Tableau, Looker, or a purpose-built interface based on your current environment, licensing, data model, user roles, governance needs, and support capacity.