What sets Holistics apart

Holistics is differentiated by three key pillars — purpose-built to make analytics maintainable, self-serve, and natural to consume.

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Pillar 01

Analytics as-code

Bring DevOps practices to BI.

The problem

Data transformation tools and self-service BI often fall short in developer experience and robust metric modeling, leading to maintenance and reusability issues.

  • YAML/Jinja modeling is difficult to maintain.
  • The lack of robust metric modeling leads to dependency on derived tables for complex operations, making it vulnerable to upstream logic changes (e.g. a dimension rename).
  • Visual and non-SQL BI tools treat as-code as an after-thought (dumping JSON into Git) or struggle with reusability and accuracy of analytics definitions.

The Holistics approach

  • Define models and dashboards using code. Check them into Git version control. Perform code reviews before deploying.
  • A well-designed modeling language (not string-based JSON/YAML/Jinja) with proper typing — enabling autocomplete, static typing and module systems for higher developer productivity.
Explore Analytics as-code
Analytics as-code
Pillar 02

AMQL: metrics as first-class citizens

A metric-centric analytics language.

The problem

AMQL provides a higher-level abstraction for defining metrics independently from data tables, unlocking a self-serve experience that maps to how people actually think.

The Holistics approach

Closer to business users’ mental models

People think about metrics, not dimensions and measures. AMQL powers a self-serve interface aligned with how end-users naturally ask business questions.

Empowers self-serve analytics

End-user interactions are translated into intermediary metric-centric queries before compiling into SQL.

Simplifies complex SQL

Advanced analytics becomes more accessible, aligned with the business-user mindset.

Pillar 03

Analytics Canvas

Canvas-based analytics presentation.

The problem

Traditional dashboards don’t match how end-users think — a linear flow that isn’t natural to humans, and that fails to provide enough business context.

  • Linear flow that isn’t natural to the way humans think.
  • Doesn’t provide enough business context.

The Holistics approach

A canvas-based presentation engine that lets analysts and business users consume and explore data in a form that’s closer to the natural human thinking process.

Canvas Dashboard — read the docs Canvas-based exploration — full demo
Analytics Canvas
Holistics

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