Semantic Layer

An analyst-first layer for building a shared data model that shapes how your teams work with data.

Reduce the burden on engineering teams, shorten the time from questions to answers, and keep every team working from the same numbers.

Put your Analysts in control.

Give your Analysts direct control over your data model, without waiting on scarce engineering time.

Define metrics, dimensions, joins with all the customisation you require, in a shared, central model. Iteration and fine-tuning take minutes, not sprints – and every dashboard and report automatically stays in sync.

Analyst-led, no-code modelling

Give analysts a simple interface to define the data model and iterate quickly without engineering bottlenecks.
Custom
KPIs

Create and govern business-specific measures through a no-code builder, so every team reports the numbers that matter.
Multi-source harmonisation

Combine marketing, CRM and internal datasets from any cloud or warehouse into one consistent, query-ready model.
Business-aligned dimensions

Map channels, markets and segments to the way your company actually operates for like-for-like analysis across teams.
Reusable metrics, single source of truth

Define a calculation once and reuse it everywhere to ensure accuracy and consistency in every report and dashboard.
Smart, multi-level
metrics

Build metrics that roll up or drill down intelligently, selecting the most granular source available without rework.
Rules, guardrails and validation

Apply powerful rules and compatibility checks so only valid metric-dimension combinations are used.
Change history and performance

Track every edit with full audit trails, while intelligent caching keeps results fast and up to date.