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.
Case Study 01 — Commercial Mid-Rise Asset
Profile
An active $42M commercial mixed-use build.
Catch
Our analysts flagged a 14-point overburn gap where financial spend vastly outpaced physical completion on labor hours.
Outcome
The project executive intervened on Week 3, resetting subcontractor schedules and saving an estimated $180,000 in compounding margin erosion.
Case Study 02 — Infrastructure & Logistics Hub
Profile
A multi-phase industrial logistics portfolio.
Catch
Identified a severe working-capital cash stress window forming between Weeks 8 and 12 due to lagging owner collections.
Outcome
The CFO adjusted material mobilization commitments early, maintaining healthy liquidity without pulling from corporate credit lines.
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.
Methodology
Grounded in Construction Advisory Expertise
The Aivry framework is engineered by construction project control and financial advisory veterans. We do not look at your data through generic software filters.
Our analysts bring decades of collective experience managing complex commercial risk, ensuring every signal, forecast, and report is vetted against real-world job site dynamics before it reaches your desk.
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.
Project Portfolio Budget
$25,000,000
Average Industry Margin at Risk (3.5%)
$875,000
Estimated Cost of Undetected Monthly Overburn
$72,000 / month
The Choice
Wait 30 days for a reactive month-end report, or deploy an Aivry 40-Day Pilot for $8,800 to isolate exposure before it compounds.
Aivry 40-Day Pilot
$8,800
Enterprise engagement is subject to formal commercial agreements. No free trial, promotional discount or cancel-anytime offer is represented.
Data Governance
Enterprise-Grade Data Governance
Your sensitive financial records never enter a public pool. We enforce rigorous protection protocols at every stage of your analytical workflow:
Siloed Data Isolation
Each client’s spreadsheets, reports, and PDFs are hosted in isolated, encrypted directories with strict access logging.
Mutual Non-Disclosure (NDA)
No project information is ingested or reviewed before a comprehensive, legally binding corporate NDA is executed.
Transmission Encryption
All data intake and report delivery workflows utilize enterprise-grade encryption channels to prevent external interception.
Zero Public Model Training
Your proprietary project data is strictly isolated and never utilized to train or optimize public artificial intelligence engines.
Protected at every stage
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
Share only the information appropriate for an initial inquiry. Project data requirements are confirmed separately during intake.