Aberrant AI

Case study

Accounting Data to Dashboards

Accounting data exists, but management waits for manual MIS preparation.

Operating problem

What keeps breaking.

Reports require manual exports.

Spreadsheet cleanup changes every month.

Exceptions are not flagged at source.

Management receives static reports late.

Build model

The work becomes a clearer system.

Validate, export, transform, and publish accounting signals into live dashboard views.

Operating path

Accounting data is validated, exported, transformed, refreshed, and assigned for review.

AI/product layer

Explain the variance, compare prior periods, and draft a reviewer note.

Reusable improvement

Recurring mismatches become validation rules, report checks, and review prompts.

Workflow

The sequence becomes explicit.

Accounting data read
Validation checks run
Exceptions flagged
Data exported
Dashboard refreshed
Review triggered

Capabilities

What the system needs.

Custom reports

Voucher validation

Exception logic

MIS exports

Dashboard connector

Connected tools

Where the system fits.

Accounting systemSpreadsheetBI dashboardCustom dashboards

Implementation path

Faster reporting cycles and fewer manual exports.

01

Step 1

Review accounting reports

02

Step 2

Define validation and export logic

03

Step 3

Build dashboard data flow

04

Step 4

Reconcile with current MIS

Automate Finance Reporting

Tell us where this work currently breaks. We will map the first useful AI/product build path.