Metric Mechanics
Metric Mechanics
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    • Home
    • Why Choose Us?
    • Example Dashboards
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  • Why Choose Us?
  • Example Dashboards

Why Choose Us?

At Metric Mechanics, we can help with a huge range of data-related problems you may face. 


If any of the below sounds familiar, give us a shout.

BI & Reporting Challenges

Data Quality & Consistency Issues

Data Visibility & Insight Gaps

  • Lack of in-house BI expertise
  • Low BI adoption: Dashboards are too complex or poorly designed
  • Time-consuming and error-prone manual reporting
  • Lack of automation: Manual, repetitive reporting cycles
  • Training gaps: Teams aren’t confident using Power BI effectively
  • Knowledge drain: Critical Excel reports maintained by a single person

Data Visibility & Insight Gaps

Data Quality & Consistency Issues

Data Visibility & Insight Gaps

  • Poor visibility of key performance indicators (KPIs)
  • Outdated or static reports (e.g. PDFs that can’t be explored interactively.
  • Lack of real-time visibility into performance
  • Delayed decision-making due to slow or unclear insights
  • Missed opportunities: No early-warning metrics or trend tracking
  • Inability to measure impact or ROI clearly

Data Quality & Consistency Issues

Data Quality & Consistency Issues

Organisational & Structural Barriers

  • Poor data quality: Inaccurate or duplicated entries
  • Inconsistent data definitions and KPI confusion
  • Overwhelming volume of raw, unfiltered data
  • Disjointed data systems: Difficult to unify spreadsheets, databases, and apps
  • Need to consolidate data from multiple sources

Organisational & Structural Barriers

Organisational & Structural Barriers

Organisational & Structural Barriers

  • Siloed departments working with conflicting data or goals
  • Lack of ownership over reporting and data quality
  • Difficulty justifying decisions to boards or funders
  • Inflexible systems: Can’t adapt to new KPIs, services, or changes

Compliance & Stakeholder Pressure

Organisational & Structural Barriers

Compliance & Stakeholder Pressure

  • Pressure from stakeholders or regulators for faster, more transparent reporting
  • Difficulty demonstrating impact for grants, tenders, or compliance reviews

Strategic Limitations

Organisational & Structural Barriers

Compliance & Stakeholder Pressure

  • Lack of clear performance metrics for strategy alignment
  • No unified approach to monitoring business impact across teams

Discover the Power of Data with Metric Mechanics Dataworks

At Metric Mechanics, we offer a comprehensive range of business intelligence and data services designed to transform raw data into meaningful, actionable insight. Our expertise spans Power BI dashboard development, where we craft custom, interactive reports with executive KPI tracking, drill-through capabilities, visual storytelling, and robust security through row-level access. We support the entire analytics lifecycle—from detailed performance analysis and advanced DAX formulas to scalable data modelling and transformation using Power Query and structured relational schemas.


We also provide advanced Excel-based solutions, including automated reports and application-style spreadsheets designed for both technical and non-technical users. Our experience in data migration and integration covers a wide array of systems—including Salesforce, SQL, Excel, Access, and flat files—while maintaining data integrity and consistency. Whether you're launching new reporting infrastructure or refining existing systems, we handle full-service Power BI design, stakeholder management, and agile project delivery from concept to deployment.


Training and enablement are central to our approach, with one-to-one or group sessions, interactive tutorials, and embedded dashboard help to boost adoption and confidence. We ensure long-term data governance with standardised documentation, audit trails, and quality assurance processes. From high-impact board presentations to ROI benchmarking and tender support, we align data strategy with business goals—empowering teams to make faster, smarter decisions.

Get in Touch

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