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 · Data Analytics · Self-Service
Self-Service Reporting
Let your team answer their own data questions.
Business teams should be able to investigate orders, customers, work, capacity, delivery, cost, and service without waiting for a custom report. We provide governed models, definitions, permissions, and tools that preserve one accountable interpretation of each measure.
Launchpad assesses the operating need and creates the Roadmap. We engineer this capability when the approved plan calls for it.
A strong fit when
- Business users submit recurring report requests to IT and wait while the operating question changes
- Users build their own reports from raw data exports -- creating conflicting numbers across departments
- The same report gets rebuilt every month because there's no reusable, governed data layer
- Technical teams repeatedly rebuild ad-hoc reports instead of improving the governed data foundation
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
Operating questions wait in a reporting queue or produce conflicting spreadsheet answers.
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.
Business teams should be able to investigate orders, customers, work, capacity, delivery, cost, and service without waiting for a custom report. We provide governed models, definitions,.
01
Operating outcome
Let your team answer their own data questions.
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 Self-Service Reporting.
The exact scope follows the approved business objective, source records, dependencies, controls, and delivery sequence.
01
Governed Data Models
Business-friendly models define approved measures, dimensions, and relationships. Users explore within a governed framework and can see when a report intentionally uses a different definition.
02
Drag-and-Drop Report Building
A report builder lets authorized business users create visualizations, tables, and dashboards from approved models without writing SQL. Available filters, drill paths, and dimensions follow the governed model.
03
Scheduled & Shared Reports
Users can schedule reports for automatic delivery and share with their team. Monthly inventory reviews, weekly sales summaries, and daily production reports -- automated and consistent.
04
Row-Level Security
Users receive role- and record-level access appropriate to their responsibilities. The same governed model can support account, location, function, and leadership views without assuming universal executive access.
05
Data Exploration & Ad-Hoc Analysis
Explore data freely within the governed model -- ask new questions, discover patterns, and test hypotheses without waiting for a new report to be built.
06
Training & Enablement
Role-based training for different user types -- executives who need to read dashboards, managers who build reports, and analysts who explore data. Each audience gets the skills they need.
05
Delivery sequence
From operating reality to a solution the business can own.
User Needs Assessment
Identify the report consumers, their most common questions, current data sources, and pain points. Prioritize the data models and reports that deliver the most value.
Data Model Design
Design governed data models in your BI platform with business-friendly naming, pre-calculated metrics, and appropriate security. Users interact with concepts they understand, not database tables.
Platform Setup & Configuration
Configure the self-service environment -- user roles, security, workspaces, and publishing rules. Set guardrails that prevent data chaos while enabling exploration.
Training & Rollout
Role-based training for each user group. Seed the environment with starter reports and templates. Provide ongoing support as users build confidence and capability.
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.
06
FAQ
Questions to answer before implementation begins.
Clear answers for manufacturing leaders evaluating the work, operating responsibility, and delivery path.
Not with governed data models. Users can only build reports from approved data sources with pre-defined metric calculations. They can't redefine "revenue" or "on-time delivery" -- they use the organization's definitions. Self-service means access, not anarchy.