A construction business unit struggles to accurately forecast billings and accounts receivable for balance sheet projections without requiring project manager input.

Using DSO to forecast AR and billings produces inaccurate cash balance forecasts, and existing solutions require extensive PM input rather than running independently within the finance department.

Opp. Score

Severity

3Medium

Willingness to Pay

implied

Added

Jul 21, 2026

Workarounds Described

Using DSO to predict AR, but it skews cash balances
Forecasting P&L but struggling to extend to balance sheet
Wanting to run forecasts in the department without asking PMs to fill out

Implied Software Gaps

Automated billing and AR forecasting tool that uses project data instead of PM manual input
Balance sheet projection software tailored for construction contract-based revenue

App Concept

BuildFlow AR Forecaster

A standalone forecasting tool that ingests contract terms, historical billing patterns, and project schedules to generate accurate billing and AR projections for the balance sheet. It eliminates reliance on manual PM input by using project data and AI-driven pattern recognition to predict cash inflows with greater precision than DSO methods.

Key Features

Automated billing schedule extraction from contract and project management data
AI-based AR aging prediction using historical customer payment behavior
Scenario modeling for different billing and collection outcomes
Direct integration with ERP and project management systems for data pull

Target Users: Finance managers and controllers in mid-to-large construction companies needing department-run balance sheet forecasting

Revenue Model: $49/mo per user SaaS subscription with premium ERP integration at $99/mo

Existing Solutions Mentioned

DSO (Days Sales Outstanding)

Part of App Idea

A construction business unit struggles to accurately forecast billings and accounts receivable for balance sheet projections without requiring project manager input.

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