What you get

Clearer numbers.
Less busywork.

A recurring report is one useful place to start. Turn repeated assembly into a clearer view your team can use.

Free consultation

Which report slows you down?

Tell me what you rebuild, how often, and where the work gets stuck. We’ll find a useful place to start.

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Real estate example · Sample report

Separate files. One clear picture.

  1. 01 Before

    Separate exports

    Property data Units + charges 3 rows · CSV
    Payment data Payments applied 3 rows · CSV

    Manual matching. Repeated assembly.

  2. 02 Transform

    One repeatable workflow

    • Match records
    • Check inputs
    • Calculate totals

    All input checks pass

  3. 03 After

    A report to use

    Collection rate
    96.2%
    Occupancy
    92.0%
    Payments applied
    $346,320
    Uncollected
    $13,680

    Review: Willow Commons

One example of the data and automation work I build.
See calculations and source files
Collection rate
$346,320 applied ÷ $360,000 in charges.
Occupancy
276 occupied ÷ 300 units.
Uncollected
Charges minus payments applied. Portfolio rates use combined totals.
Willow Commons
93.0% collection is below the 95.0% review threshold.

Includes this month’s charges and applied payments. Credits, deposits, and other periods are excluded.

Before we begin

A few useful details.

What does the free consultation cover?

We talk through the report, where the manual work happens, and what a useful improvement could look like. Any project scope, timing, and fees are agreed separately before work begins.

Do I need to send files to start?

No. A high-level description is enough. If samples would help define a project, we can agree on an appropriate way to review them later.

Can this work with my existing systems?

We can discuss exported files, your existing reporting tools, or a direct integration. The approach depends on the available data and how your team needs to use the result.

How are the timeline and handoff decided?

We agree on the inputs, output, checks, timeline, and handoff before building. Changes to the scope and any ongoing support are discussed separately.

Free consultation

Ready for a better reporting routine?

Start with a conversation about the report you wish took less effort.

Get a free consultation