Data and analytics consulting

Data systems built around how your business actually works.

Connect your sources, repair unreliable reporting, and automate recurring analysis with systems your team can maintain.

Working with your stack

  • Power BI
  • Microsoft Fabric
  • Snowflake
  • SQL
  • Python
  • APIs & existing systems

Start with the problem

What needs to work better?

A useful first project starts with the work that is slow, fragile, or repeated.

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Selected work

From reporting problems to working systems.

Anonymized accounts of the engineering work: the problem, what changed, and the capability it created.

Anonymized systems work · Operational reporting

Make recurring reporting dependable.

The problem
Definitions, reporting logic, and source knowledge were spread across systems and teams.
What changed
Connected data models and shared measures with validation, refresh routines, and visible exception handling.
The result
A more maintainable reporting path with clearer definitions and ownership.
Read the reporting account

Anonymized systems work · Financial reporting

Keep every number connected to its source.

The problem
Recurring review depended on assembling numeric data, calculation logic, and supporting context from several sources.
What changed
Organized source records, transformations, assumptions, and commentary into a reporting process that could be reviewed and maintained.
The result
A clearer information model with less dependence on manual assembly.
Read the systems account
View all representative work

A clear starting point

Choose the first useful engagement.

Defined scope, published investment guidance, and concrete deliverables. Each engagement starts with the system and outcome in front of you.

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Delivery

Working increments. Clear ownership.

Build around your existing platforms and constraints, with checks and handoff built into the work.

Find the constraint

Trace the decision, sources, and recurring work with the people who know the system.

Agree the first outcome

Define the scope, owners, and evidence that will show the work is ready.

Build and verify

Review working increments and test calculations, access, refresh, and failure handling.

Hand over a usable system

Release with documentation, monitoring, and a clear plan for maintenance.