See financial risk before it becomes a project loss.
Aivry analyzes construction project financial data to surface cost overruns, cash-flow stress, margin erosion and change-order exposure before they become expensive surprises.
40-day financial risk pilot
Human-led analysis
Executive-ready reporting
AIVRY Intelligence
Portfolio Financial Health
Analysis Output
Aivry brings the most consequential project financial risks into a single executive perspective.
Portfolio Risk
72 / 100
Elevated
Cost-to-Complete
$18.42M
Forecast
Margin at Risk
$684K
High
Cash Stress Window
Week 8–12
Projected
12-Week Financial Forecast
Baseline
Forecast
Risk exposure
W1
W4
W8
W12
Early Warning
Cash-flow pressure projected in 8–12 weeks.
Conceptual representation of Aivry’s financial-intelligence output. The current service is delivered through a human-led analytical workflow.
Traditional reporting looks back.
AIVRY helps teams look ahead.
Built for commercial construction teams
Built for the people responsible for project profitability.
Owners & CEOs
Portfolio-level visibility into emerging financial exposure.
CFOs & Controllers
Earlier visibility into cost, cash timing, margin and liquidity pressure.
Project Executives
Prioritized financial signals that support project-level action.
Commercial Construction Teams
Construction-specific analysis grounded in real project records.
Traditional Reporting
A clear record of the past.
Past-focused
Budget vs. actual
Month-end visibility
Reactive investigation
Problems discovered after impact
VS.
AIVRY Early Warning
A prioritized view of what is forming next.
Forward-looking
Projected cost-to-complete
Cash-flow stress forecasting
Emerging-risk detection
Action before financial damage compounds
Prediction rather than reaction. Financial expertise rather than generic automation.
01 — Cost Overrun Risk
See spending behavior before it becomes a final-cost surprise.
Track how project spending is behaving relative to physical progress and the approved budget.
Budget vs. actual analysis
Projected cost-to-complete
Variance analysis
Emerging cost trends
Financial % Spent vs. Physical % Complete
Current analytical snapshot
Financial spent
68%
Physical complete
54%
Overburn Gap
+14 pts — Elevated
02 — Cash Flow Stress
See working-capital pressure while there is still time to plan.
See when project payment timing and project outflows could create working-capital pressure.
Owner billing
Expected collections
Payroll
Subcontractor payments
Ending cash balance
12-Week Rolling Cash-Flow Curve
Projected stress window: Week 8–12
Projected stress window
Week 8–12 — High
03 — Change Order Exposure
Understand scope-change exposure before it compounds.
Understand how proposed scope changes can affect financial performance before they compound.
Original contract
Approved changes
Pending changes
Potential margin impact
Potential cash timing impact
Change-Order Financial Simulation
Potential exposure before approval
Original contract
$22.40M
Approved changes
+$1.20M
Pending changes
+$640K — Moderate
Potential margin impact
−$284K — Elevated
Potential cash timing impact
6–9 weeks
Human-led by design
The current service does not depend on one-click ingestion or a fully automated self-service platform. Aivry’s analysts work through the available project information to produce the financial intelligence and forecasts.
The AIVRY Pilot
The pilot is designed to demonstrate whether Aivry can identify meaningful financial risk, produce useful forecasts and create actionable executive visibility using your real project data.
one-time pilot
The pilot is structured around measurable deliverables and real project data.
01
Deliverable Completion
Required pilot reporting delivered within agreed timelines.
02
Risk Identification
Material financial risks, significant variances, cash-flow concerns or financial opportunities identified where supported by available client data.
03
Forecast Performance
Target variance of ±2% where sufficient actual performance data exists for meaningful comparison. This is a pilot target, not a universal accuracy guarantee.
04
Executive Value
Insights must be relevant, actionable and useful to project decision-makers.
Executive Outcomes
What better financial visibility changes.
Protect Margin
Identify cost pressure before it becomes embedded in the final project outcome.
Protect Liquidity
See potential cash stress before payroll, suppliers or mobilization commitments become urgent.
Control Change Exposure
Evaluate the financial consequences of scope changes before exposure compounds.
Give Executives Clarity
Replace scattered financial signals with one prioritized view of emerging project risk.
Enterprise engagement is subject to formal commercial agreements. No free trial, promotional discount or cancel-anytime offer is represented.
Security & Confidentiality
Built around sensitive financial information.
Aivry’s engagement model is structured around professional handling of confidential project and financial information.
Security and data-handling details are available during enterprise onboarding. No third-party certification claim is made here.
Confidential project data handling
Controlled access
Secure information workflows
Formal confidentiality obligations
Professional data handling
No ERP integration, customer portal or automated self-service platform is required for the current engagement.
Construction Financial Early Warning
Real project data
Human-led analysis
Executive-ready findings
Contact
Talk to Aivry.
Tell us about the project, portfolio or financial challenge you want to understand earlier.
Primary
Sales/Executive
Support
Data Intake
Share only the information appropriate for an initial inquiry. Project data requirements are confirmed separately during intake.