Data platform consulting

Data platforms that connect, move and keep running.

We integrate your sources and tools, migrate platforms without breaking the business, and keep them healthy afterwards. Hands-on engineers, clear scope, no lock-in.

Services

Three things, done properly.

Platform integration

Connect operational systems, SaaS tools and event streams to one reliable platform your teams can trust.

  • Batch and streaming ingestion pipelines
  • Orchestration, data modelling and testing
  • Access control, lineage and data quality checks
  • Self-serve BI and ML feeds

Platform migration

Move from legacy warehouses, Hadoop or on-prem databases to a modern cloud platform, with the business running throughout.

  • Inventory, dependency mapping and cost model
  • Wave-based plan with rollback at each step
  • Parallel runs and automated data reconciliation
  • Cut-over, decommissioning and handover

Platform maintenance

Keep pipelines green and costs under control after go-live, with an agreed response time instead of best effort.

  • Monitoring, alerting and incident response
  • Upgrades, patching and security hardening
  • Performance tuning and cloud cost reviews
  • Monthly health report and roadmap

Approach

How an engagement runs.

  1. 01

    Assess

    We review your current platform, data flows, costs and pain points, and agree on what success looks like.

  2. 02

    Plan

    A written plan with scope, milestones, risks and a fixed or capped budget. You approve it before any build work.

  3. 03

    Deliver

    Small, reviewable increments with infrastructure as code, automated tests and documentation as we go.

  4. 04

    Run

    Handover to your team, or ongoing maintenance with us. Either way you own the code and the accounts.

Stack

Technologies we work with.

We pick tools for your constraints, not ours. Typical building blocks:

Cloud

AWS · Google Cloud · Azure

Warehouse & lakehouse

Snowflake · BigQuery · Databricks · Redshift · PostgreSQL

Pipelines

Airflow · dbt · Spark · Kafka · Airbyte

Operations

Terraform · Kubernetes · Docker · CI/CD · Prometheus · Grafana

Engagements

Ways to work together.

Platform audit

A short, fixed-scope review of your platform with a prioritised list of risks, quick wins and cost savings.

Project delivery

An integration or migration delivered against an agreed plan, milestones and budget.

Managed maintenance

A monthly retainer covering monitoring, incidents, upgrades and improvements, with defined response times.

Contact

Tell us about your data platform.

Describe where you are and where you want to be. We reply within two business days with next steps, or an honest "we're not the right fit".

Email

Helpful to include: current platform, data volumes, main sources, and your timeline.