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Alpha Data Bits

Solutions

Data Platform Modernization

Modernise without stopping the business.

Overview

Many organisations rely on aging warehouses and point-to-point integrations that struggle with new workloads such as AI. Modernisation replaces or augments them with scalable, governed and observable platforms.

We plan migration in waves, running old and new systems in parallel where needed, so that reporting continuity is preserved and risk is contained.

Core components

Target architecture

Layered storage, compute and serving patterns.

Migration factory

Repeatable tooling for moving pipelines and validating results.

Governance services

Catalogue, lineage, access control and retention.

FinOps

Cost attribution and optimisation.

How it flows

  1. 01

    Discover

    Inventory systems, usage and dependencies.

  2. 02

    Plan

    Prioritise waves by value and risk.

  3. 03

    Migrate

    Move, reconcile and cut over.

  4. 04

    Optimise

    Retire legacy and tune cost.

When it fits

  • Organisations outgrowing legacy warehouses
  • Post-merger data consolidation
  • Cloud cost reduction programmes

Considerations

  • Reconciliation effort is frequently underestimated
  • Downstream users need communication and training
  • Decommissioning needs explicit ownership

Frequently asked questions

We run parallel validation and cut over report by report, so users are not asked to switch before results reconcile.

Services involved

Data Engineering

Pipelines, platforms and quality controls that make data dependable.

MLOps

Pipelines, deployment, monitoring and governance for models in production.

Business Intelligence

Governed metrics, semantic models and dashboards people trust and use.

Bring us a decision you want to improve.

Tell us about the problem and the data you have. We will reply with a candid view of where we can help.

Contact Alpha Data Bits