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Data Engineering & Platforms

A data platform your teams can actually decide on

Most analytics problems are data problems first. We design and build modern data platforms that bring CRM, marketing, sales, finance and operations data into one governed place, ready for reporting, machine learning and GenAI.

What we deliver

Lakehouse and cloud data platforms

Design and build on Databricks, Snowflake and the major clouds, sized to your volumes and budget.

  • Reference architecture and roadmap
  • Medallion (bronze, silver, gold) data models
  • Cost and performance tuning

Data pipelines and integration

Batch and streaming pipelines from your source systems, including Salesforce, Marketo, Adobe Analytics and ERP.

  • Automated ingestion and orchestration
  • Change data capture
  • Monitoring and alerting

Data quality and governance

Catalogues, lineage, access control and quality checks so every number has an owner.

  • Unity Catalog and access policies
  • Data contracts and quality rules
  • PII handling

BI, dashboards and reporting

Executive and operational dashboards that answer the questions leaders actually ask.

  • KPI trees and metric definitions
  • Power BI and Tableau builds
  • Self-serve semantic layers

Legacy modernisation

Move SAS, spreadsheet and on-premise workloads to a modern stack without breaking the reports people rely on.

  • Migration planning and parallel runs
  • Code conversion and testing
  • Decommissioning plans

Analytics Centers of Excellence

Stand up the people, process and platform for an in-house analytics function.

  • Operating model and roles
  • Standards and reusable assets
  • Enablement and training

Our reference architecture on Google Cloud

A governed lakehouse on BigQuery, from raw data to AI-ready gold tables, with security and operations built in.

Data sources

Google AnalyticsFirst-party dataExternal data sources

Google Cloud Platform

Ingest, store and process · orchestrated and scheduled with Airflow · BigQuery data warehouse
Landing zoneCloud Storage
IngestManaged Airflow
BronzeRaw, in BigQuery
SilverCleaned and conformed
GoldBusiness-ready
AI and data science
BigQuery MLAgent PlatformGemini GenAI models
Data governance
Data catalogData qualityData profilingData securityData compliance

Consumption layer

Power BIAI-enabled analyticsLooker StudioAPIs
Shared services across the GCP foundation
Cloud IAMMonitoring & alertsCloud LoggingEmail notificationGroup notificationGitHub repoCloud RunCloud KMSSecret Manager

Platforms we work with

DatabricksSnowflakeAWSAzureGoogle CloudBigQueryVertex AIUnity CatalogDelta LakeAirflowdbtPower BITableauLooker StudioSalesforceMarketoAdobe Analytics

Have a decision you want to get right?

Tell us the decision, the data you have and the timeline. We will come back with how we would approach it.