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Decision-Ready Financial Systems

Most finance profiles stop at the spreadsheet. Most data profiles stop at the database. I bridge the gap by designing financial systems that connect operational data to capital allocation and management decisions.

From underwriting a project to improving recurring reporting, the work starts with the decision and builds the model, workflow, and data foundation around it.

Ways I Can Help

Three core offers cover most engagements. The right solution often combines modeling, reporting, and data work rather than fitting neatly into one category.

01

Financial Modeling & Project Finance

Turn investment, development, and planning assumptions into a model that makes capital requirements, returns, trade-offs, and downside cases clear before commitments are made.

Useful when

  • A project needs to be assessed before capital or timing is committed
  • The current model is difficult to update, audit, or explain
  • Leaders need clear base, upside, and downside scenarios

View relevant work: Real Estate Development - Hotel Expansion →

02

FP&A & Management Reporting

Create a repeatable planning and reporting process that shows what changed, why it changed, and what management should watch next.

Useful when

  • Weekly or monthly reporting depends on manual preparation
  • Forecasts, actuals, and operational activity are not connected
  • Leadership receives numbers without a clear view of movement or drivers

View relevant work: Salesforce Revenue Reporting System →

03

Financial Data Automation

Replace repetitive data preparation with a controlled workflow that turns source files and systems into reliable, analysis-ready information for reporting, planning, and operational decisions.

Useful when

  • Teams repeatedly copy, clean, reconcile, or combine the same information
  • Important financial data is locked in documents, exports, or disconnected files
  • Reports rely on fragile manual formulas with limited traceability

View relevant work: PDF Transaction Extraction Pipeline →

Common Projects

The work can begin as a defined project, a review of what already exists, or targeted support while a team makes a change.

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Custom work

When the Decision Does Not Fit a Standard Template

Some decisions sit between finance, data, operations, and process design. The information may be spread across files, systems, and teams, while the final decision requires one clear analytical structure.

I can design the practical system around it: connecting operational inputs, financial logic, validation, reporting, and the decision output. If the requirement crosses the three offers above, it is still worth a conversation.

How an Engagement Works

01

Define the Decision and Inputs

Clarify the decision, users, available information, required output, timing, and constraints.

02

Design and Build

Create the model, reporting process, or data workflow with the right structure, controls, and outputs.

03

Validate and Handover

Test against source information, document key assumptions, and provide a clear handover for use and iteration.

Scope Boundaries

This work focuses on modeling, analysis, automation, reporting, and decision support. It does not provide bookkeeping, tax filing, statutory audit, regulated investment advice, or legal advice.

Where an engagement touches accounting policy, tax, legal, or regulated matters, the relevant conclusions should be reviewed by the client's qualified adviser.

Start With the Decision or Process to Improve

You do not need a predefined technical solution. Start with the decision, reporting process, or operating problem that needs to improve.

From there, we can define the right model, workflow, or reporting structure.