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Data & Analytics

Data, BI & analytics

The reporting layer over ERP, CRM and product data, so leadership stops reconciling three versions of the same figure.

The short answer

webbox builds the data and reporting layer over your ERP, CRM, commerce and product systems: ingestion pipelines into a warehouse, a modelled semantic layer where each metric is defined once, and dashboards in Power BI, Metabase or embedded in your own application. Most engagements start by resolving why two existing reports disagree, which is usually a definition problem rather than a data one.

Last updated

One agreed definition per metric, applied everywhereDashboards leadership trusts enough to decide onReporting that does not need a monthly spreadsheet

What's included

Data & Analytics services

BI dashboards & reporting

The numbers, agreed once.

Management and operational dashboards on Power BI, Metabase or Looker Studio, built on a modelled layer so definitions stay consistent.

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Data warehouse & pipelines

One place the data lands.

Ingestion pipelines and a warehouse on Postgres, BigQuery or Snowflake, with tests on freshness and integrity.

Embedded customer analytics

Reporting inside your product.

Customer-facing analytics inside your own application, with tenant-safe row-level security enforced at the query layer.

Data migration & cleanup

Fix it before you move it.

Master data de-duplication, standardization and validation, usually run alongside an ERP or CRM migration.

How we deliver

What the work involves

Data pipelines

Scheduled and streaming ingestion from ERP, CRM, commerce, ad platforms and product databases, with failures alerted rather than silent.

Warehouse & modelling

A warehouse on Postgres, BigQuery or Snowflake with a modelled semantic layer, so each metric is defined once and reused.

Dashboards

Power BI, Metabase or Looker Studio dashboards built around the decisions people actually make, not around every field available.

Embedded analytics

Customer-facing reporting inside your own product, with tenant-safe row-level security enforced at the query layer.

Operational reporting

The daily and weekly operational reports that currently take somebody two hours in a spreadsheet, produced automatically.

Data quality

Tests on freshness, volume and referential integrity, so a broken upstream field is caught before it reaches a board pack.

Tech we use

PostgreSQLBigQuerySnowflakePower BIMetabasePythondbt-style modelling

Best-fit industries

manufacturingwholesale distributionecommerce d2cretail posprofessional services

Questions buyers ask

Data & Analytics: good to know

Do we need a warehouse, or can we report straight from the ERP?
Report straight from the ERP while everything you care about lives in it. You need a warehouse once you have to combine ERP with CRM, commerce or product data, or once reporting queries start slowing down the transactional system.
Which BI tool do you recommend?
Power BI if you are a Microsoft shop, since licensing and single sign-on are already solved. Metabase when you want something self-hosted and cheap that analysts can use directly. The tool matters far less than whether the underlying model is right.

Other services

ERP CRM SaaS Products AI Agents Custom Software Mobile Apps Integrations Cloud & DevOps Managed Services WhatsApp Commerce AI Search (GEO)

Let's talk

Ready to talk Data & Analytics?

Tell us the problem. We'll come back with a plan, a price, and who'd actually build it.

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