Data analysis & alignment

Make your business data something you can rely on.

We help small and midsize businesses understand, clean up, organize, and connect their data so people can work from more accurate information.

At a glance: We examine where your information comes from, identify inconsistencies, and help establish reliable reporting and business intelligence using the systems you already have.
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CRMCustomer and sales records
FinanceRevenue and expenses
OperationsWork and delivery data
MarketingCampaign and lead data
One aligned business view
Different sourcesConsistent definitions · Reliable reporting · Better decisions
The problem

You have plenty of data. Can you trust what it is telling you?

Customer information lives in your CRM, financial information in accounting software, operational information in spreadsheets, and performance information across other applications. The problem starts when those sources do not agree.

01

Different systems tell different stories

Customer records do not match. Sales totals differ between reports. Departments maintain separate versions of the same information.

02

Employees spend time fixing data

Duplicate records, missing fields, inconsistent naming, and manual updates create unnecessary work.

03

Reporting takes longer than it should

Someone exports information, combines spreadsheets, checks formulas, and reconciles discrepancies before a report is ready.

04

Leadership cannot get a complete picture

Incomplete or inconsistent information makes it difficult to evaluate performance, recognize problems, or make informed decisions.

The issue is not necessarily that you need more data. You may need to make better use of the data you already have.

What we work on

Data analysis & alignment services.

We look at the information your business collects, where it lives, how it moves between systems, and how it is being used.

The work is based on your current systems and reporting needs, not an automatic recommendation to buy a new platform.

01

Data assessment & analysis

We examine available information to identify quality issues, gaps, duplication, inconsistencies, and opportunities for improvement.

  • Review existing data sources
  • Identify duplicate and incomplete records
  • Evaluate accuracy and consistency
  • Examine how teams collect information
  • Identify reporting requirements
Focus: A clear understanding of your data and what needs attention.
02

Data integration & alignment

We evaluate how business applications exchange information and identify opportunities to improve how data moves between systems.

  • Connect information across applications
  • Align common fields and definitions
  • Reduce manual data transfers
  • Improve consistency between systems
  • Evaluate existing data structures
Focus: Less disconnected information and a more consistent view of the business.
03

Data quality & governance

We help establish practical guidelines for how information should be collected, maintained, and used throughout your organization.

  • Data quality standards
  • Field definitions and naming conventions
  • Data ownership and accountability
  • Validation procedures
  • Ongoing maintenance guidelines
Focus: A more consistent approach to managing business information.
04

Business intelligence & reporting

We evaluate reporting requirements and develop better ways to organize, analyze, and present business information.

  • Business performance dashboards
  • Departmental reporting
  • Sales and operational analytics
  • KPI definitions and measurement
  • Automated reporting opportunities
  • Data visualization
Focus: Reporting that gives decision-makers a clearer picture of performance.
05

Data architecture & optimization

We evaluate your data environment and identify opportunities to improve its organization, accessibility, and long-term usefulness.

  • Review data structures
  • Evaluate information storage and access
  • Identify integration requirements
  • Review reporting infrastructure
  • Recommend business-led improvements
Focus: A data environment that better supports the way your business operates.
Across the organization

Better data matters to everyone who depends on business information.

01

Business owners & executives

More confidence in company performance and strategic decisions.

02

Finance & accounting

More consistent information for reporting and planning.

03

Operations leaders

Better visibility across departments and daily operations.

04

Sales, marketing & IT

Consistent customer information, reporting, and integration.

Our approach

Understand your data before changing it.

We do not assume you need a new database, data warehouse, or reporting platform. We start with what you already have.

  1. 01) Discover

    Identify data sources, applications, reporting requirements, and the people responsible for managing information.

  2. 02) Assess

    Examine available data to identify inconsistencies, duplication, missing information, and structural issues.

  3. 03) Prioritize

    Determine which problems are most important to address and which improvements provide the greatest business value.

  4. 04) Align

    Develop recommendations for data quality, integration, governance, and reporting.

  5. 05) Implement

    Help execute the agreed improvements and validate the resulting information and reporting.

Illustrative situations

From disconnected information to better business decisions.

These examples describe potential engagements, not claimed client results. Select a situation to see the objective.

Scenario 01

Different departments report different numbers.

Sales, finance, and operations maintain separate reports with inconsistent definitions and information. The work begins by identifying those differences, agreeing on consistent definitions, and improving how information is consolidated.

Objective: A more consistent view of business performance.
Questions we hear

Frequently asked questions.

What data consulting can include depends on the systems you use and the questions your business needs answered.

What is data analysis and alignment?

It involves examining business information, identifying problems with its quality or consistency, and improving how information is organized and shared across systems.

What is the difference between data integration and data governance?

Data integration concerns how information is shared between systems. Data governance establishes the standards, responsibilities, and procedures used to manage that information.

Does my small business need a data warehouse?

Not necessarily. The appropriate solution depends on your existing systems, reporting requirements, data volume, and business objectives. We assess those needs before recommending an approach.

Can you work with our existing CRM and accounting software?

Yes. We evaluate existing applications and determine what can be improved, connected, or better utilized.

How do you identify inaccurate or duplicated data?

We examine records for duplicate entries, missing information, inconsistent values, and conflicting records. The specific assessment depends on the data and systems involved.

What is business intelligence consulting?

Business intelligence consulting helps businesses organize and analyze information so decision-makers can better understand performance and make informed decisions.

Do you only work with large datasets?

No. Data quality and reporting problems can affect businesses of any size. The approach should fit the organization's actual needs.

How long does a data assessment take?

That depends on the number of systems, the amount of information involved, and the scope of the assessment. We establish the scope before beginning.

Better decisions start with better information.

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