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Confidential investment holding Construction division

Construction: market intelligence, presentations and accounting risk flags

Reusable analysis scenarios turn market research, recurring presentations and accounting-export reviews into faster operating workflows.

AI implementation AI Acceleration Construction

From constraint to outcome

What was blocked, what changed, and what the client gained.

01

Problem

Land deals, market monitoring, similar presentations and accounting exports were each analysed manually in separate tools.

02

System

We built a multi-source market-report scenario, a presentation generator and an accounting-export analysis tool with automatic risk flags.

03

Outcome

The division has reusable systems for recurring analysis instead of starting from blank spreadsheets and decks.

The challenge

Land-deal analysis lived in spreadsheets and was slow to evaluate. There was no weekly competitor and real-estate price monitoring; similarly structured presentations were rebuilt by hand from different data sets, and accounting exports had no automatic risk flags.

What we built

  • Real-estate market analysis. A scenario collects data from government statistics, the national bank, listing platforms and news sources, then delivers findings in a PDF report and spreadsheet. The same pattern can be reused for the next report.
  • Presentation generator. Similar-format presentations are assembled automatically from new data sets, avoiding repeated manual layout.
  • Accounting-export analysis. Users upload an export, map columns to the required format and receive transaction risk flags, a clear dashboard and exportable results.

The outcome

The division can produce market assessments, recurring presentations and accounting-data reviews through repeatable tools instead of manual assembly. Production measurements will be added as adoption expands.