Software, AI & Data Engineering Data Architecture & Engineering

Your data is there. It just doesn’t work for you yet.

Your data, turned into answers you can act on: where to grow, where to save and what to do next.

Who we work with

The Cost of Untrusted Data

Decisions Wait. Engineers Firefight. Budgets Overrun.

Untrusted data shows up in three places: in the boardroom, in the data team and on the cloud bill.

  • Decisions Are Put on Hold.

    Leaders held back a decision because they did not know what data to trust.

    Source: Financial Times, 2026

    74%

    held back

  • Engineers Keep Pipelines Alive.

    Engineering capacity goes to maintaining and troubleshooting pipelines instead of new work.

  • Cloud Budgets Run Over.

    Cloud budgets are already exceeded, before AI workloads add to them.

    Source: Flexera, 2025

    17%

    over budget

What Brings You Here?

Make Your Data Work for You.

Engineering and governance for reports you can trust and systems that grow.

  • Get Everyone Working With the Same Numbers.

    Conflicting figures turn meetings into debates. We align your data, definitions and reporting so teams can move forward with confidence.

    • Define each KPI and assign clear ownership.
    • Standardise calculations across reports and tools.
    • Resolve recurring issues at the source.
    Explore Data Governance
  • Be Ready When Auditors Ask.

    When auditors question a figure, give your team the clarity and evidence to answer confidently.

    • Trace key figures from source to calculation.
    • Document definitions, ownership and quality checks.
    • Keep changes, approvals and validation easy to find.
    Explore Catalogue & Metadata
  • Spend Less Time Fixing Pipelines.

    Keep data flowing reliably so your engineers can spend more time building and less time troubleshooting.

    • Catch source changes before they disrupt reports.
    • Automate retries and recovery.
    • Monitor data freshness and delivery, with clear issue ownership.
    Explore Data Quality Monitoring
  • Give Your AI the Data It Needs.

    We prepare and connect your data to turn AI experiments into dependable tools your teams can use every day.

    • Define the data, context and quality your AI needs.
    • Build reliable pipelines with clear ownership and access controls.
    • Validate data in your application and monitor quality.
    Explore AI Solution Engineering
  • Give Your Data Platform Room to Grow.

    Speed up reporting and reduce maintenance costs. We strengthen your existing platform and modernise where it delivers the most value.

    • Pinpoint the causes of slowdowns and rising costs.
    • Optimise workloads or migrate in manageable stages.
    • Validate data, reports and performance before each transition.
  • Make Your Cloud Spend Count.

    See where your cloud budget goes and cut unnecessary costs, so more of your spending delivers value.

    • Track costs by workload, team and data product.
    • Optimise queries, right-size capacity and retire unused pipelines.
    • Stay on budget with clear limits and timely alerts.

Start With a Free Data Architecture Review.

Sixty minutes with an engineer, on your systems. Leave with the three changes that matter most.

Book Your Free Review

Data Engineering Solutions

From Data Challenges to Working Solutions.

Architecture, engineering and governance that make your data useful, on your platform or a new one.

  1. Understand & Prioritise

    Review systems and needs, then agree the first outcome and scope.

  2. Build & Validate

    Short cycles, tested on your data, reviewed with your team.

  3. Launch & Support

    Monitoring, documentation, clear owners and an agreed support plan.

  • Data Architecture

    We design how your systems, data and teams work together, with clear ownership and room to scale.

    • What You Get

      • A blueprint for your future data landscape.
      • Technology recommendations for your goals, budget and setup.
      • A prioritised roadmap.
  • Data Warehouse & Lakehouse

    Platforms for reporting, analytics and AI, shaped around the teams who use them.

    • What You Get

      • Sources connected, ready for analysis.
      • Tested models that match your metric definitions.
      • A platform that runs reliably.
  • Data Integration & Pipelines

    We connect your systems and automate how data is collected, transformed and checked.

    • What You Get

      • Tested pipelines that deliver data where it’s needed.
      • Quality checks and monitoring that catch issues early.
      • Clear owners for keeping data flowing.
  • Data Migration

    We help you move to your next platform in planned, validated stages.

    • What You Get

      • A phased plan around your systems and dependencies.
      • Data validated before each switch.
      • A rollback plan if things change.
  • Spark

Engagement Models

Service Packages.

Flexible engagement models from a free consultation to full-scale data partnerships.

  • Technical Consultation

    Start Here

    Free. Initial Session

    60-minute expert conversation

    • Data architecture assessment
    • Pipeline & infrastructure review
    • Cloud-readiness evaluation
    • Initial recommendations & next steps
  • Statement of Work

    Most Popular

    Fixed Scope & Price

    Defined deliverables & timeline

    • Defined scope, timeline & deliverables
    • Fixed project price. No surprises
    • Milestone-based payments
    • Ideal for well-defined data projects
  • Time & Material

    Get in touch

    Flexible & Transparent

    Billed by the hours you actually use

    • Pay for actual hours & resources used
    • Scale team up or down as needed
    • Weekly reporting & full transparency
    • Ideal for evolving or complex projects

Start the conversation

Book Your Free Data Architecture Review.

Robin SteinkühlerManager

Book a free consultation

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