Data & Analytics

Modern data platforms, governed models and reporting people open on a Monday morning.

Overview

Turning scattered operational data into decisions your teams actually trust.

We build the pipeline from source system to decision: ingestion, a warehouse or lakehouse, tested transformation logic, and a semantic layer that gives every department the same definition of revenue, margin and churn.

Adoption is the real deliverable. We ship dashboards alongside the training and data-literacy sessions that make them stick, and we measure usage afterwards.

What the engagement covers

Platform build

Snowflake, BigQuery or Databricks with infrastructure defined as code.

Pipeline engineering

Batch and streaming ingestion with contract tests on every source.

Semantic modelling

One governed definition per metric, versioned and peer reviewed.

Executive reporting

Power BI, Tableau and Looker boards tuned for sub-second interaction.

Data governance

Lineage, catalogue, retention rules and access certification.

Predictive analytics

Forecasting, segmentation and propensity models in production.

Typical results

0hours saved per analyst weekly

0xfaster board reporting cycle

0%dashboard adoption at 90 days

0shared metric dictionary

How we run it

Discover

Two weeks inside your operation. We measure the baseline, meet the people who do the work and write down what is actually true.

Design

An architecture and a sequenced roadmap, each phase carrying its own business case so you can stop at any point and still be ahead.

Deliver

Small teams, short cycles, working software every fortnight. Progress is visible on a board you can open at any time.

Sustain

Handover with runbooks and training, then managed support at whatever level suits your internal capability.

Questions we are asked

Often more so. The common problem is not storage but modelling and trust, and that is where we usually start.

First governed dashboard inside six weeks on a typical mid-market estate.

You do. Everything is delivered in your repositories with runbooks, and we hand over or stay on support as you prefer.

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Not sure where to start?

Send us the problem in three sentences. A practice lead replies within one business day with an honest read on whether we are the right fit.

Talk to a lead

hr@ppathus.com

Next step

Let's map the path forward.

A ninety-minute working session with our practice leads. No deck, no pitch — we look at your actual constraints and tell you where we would start.

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