DATA & ANALYTICS

Move From Data Collection to Decision Visibility.

Bring operational data together, define meaningful KPIs and deliver dashboards that help teams understand performance without rebuilding the same reports every day.

BUSINESS CHALLENGE

Where this solution helps

Important data may already exist across Excel files, databases and business applications, but inconsistent definitions and manual reporting make it difficult to get a timely, trusted view.

✓ One clearer view of key metrics
✓ Less manual report preparation
✓ Consistent KPI definitions
✓ Faster drill-down from summary to detail
WHAT WE CAN BUILD

Capabilities Around the Workflow

01

Power BI Dashboards

Interactive executive and operational dashboards designed around decisions, not just charts.

02

Data Modeling

Create reusable measures, relationships and business logic for consistent reporting.

03

Data Preparation

Clean, combine and transform source data into analysis-ready structures.

04

Reporting Automation

Schedule refreshes and distribution so recurring reporting requires less manual effort.

SOLUTION BLUEPRINT

See How the Model Connects

A typical delivery pattern. The final architecture is shaped around your existing systems, users, controls and business priorities.

01Source Systems↓
02Data Preparation↓
03Business Rules & Model↓
04KPI Layer↓
05Power BI Dashboard↓
06Refresh & Distribution
TECHNOLOGY EXPERTISE

Tools Selected for the Job

Technology follows the business need. We combine suitable platforms, APIs and development tools instead of forcing every problem into one product.

Power BISQLExcelPower QueryDAXAPIs
EXAMPLE USE CASES

Where You Could Apply It

→ Sales and distributor performance dashboards
→ Operations and productivity reporting
→ Management KPI scorecards
→ Exception and ageing analysis
→ Automated monthly reporting packs
INDUSTRY APPLICATIONS

How This Can Translate Into Business Operations

Examples are illustrative solution patterns, not claims of completed client engagements.

Retail & Distribution

Track sales, distributor performance, outlet coverage, collections and inventory signals.

Operations

Combine productivity, SLA, backlog, ageing and exception metrics into decision-ready views.

Finance

Improve visibility across reconciliations, receivables, spend, variance and recurring management reporting.

Leadership & Strategy

Create executive KPI views that connect high-level performance to underlying operational detail.

EXAMPLE SOLUTION SCENARIO

Automated Management Reporting

Challenge: Teams rebuild recurring reports from multiple spreadsheets and systems, causing delays and inconsistent KPI definitions.

Illustrative example — designed to show how ShanavX could approach a similar requirement.

PROPOSED APPROACH
01

Connect agreed source files, databases or APIs

02

Clean and standardize incoming data

03

Apply reusable KPI definitions and business rules

04

Build a governed analytical model

05

Publish role-relevant Power BI views

06

Schedule refresh and exception monitoring

Potential business value

More consistent reporting, less repetitive preparation and a faster path from performance signal to underlying detail.

FREQUENTLY ASKED QUESTIONS

Questions Businesses Often Ask

The exact answer depends on your systems, process volume, controls and target outcome.

Can you work with data currently stored in Excel?+

Yes. Excel can be a valid source, especially initially. We assess structure, volume and refresh needs and recommend when a database or other storage layer would be more appropriate.

Do we need Power BI Premium?+

Not always. Licensing depends on audience, sharing model, data size and refresh requirements. We can design around the licensing model that fits the use case.

Can dashboards refresh automatically?+

Yes, where the source and environment support it. Refresh architecture may use cloud connections, gateways, APIs or scheduled data preparation.

Can you standardize KPIs across teams?+

Yes. Defining business logic and metric ownership is a core part of building a trusted reporting model.

READY TO EXPLORE THE FIT?

Still Rebuilding the Same Reports Every Month?

Show us your current reporting process, data sources and KPIs. We can help design a more repeatable analytics model.

Discuss Your Use Case →