Time Series AI EBIT Lift Calculator
Estimate financial returns, availability expansions, and payback timelines across a 2-Year Falkonry deployment roadmap.
Operational Baseline & Scope
Phase 1 Target 25
1 asset 50 assets 100 assets
$2,000,000
$500K $50M $200M
Total Monitored Scope Baseline: $50,000,000 / yr
Value Drivers & Margins
Time Series AI 4.0%
1.0% (Break-Even) 4.0% (Target) 10.0%
15%
Current operating profit margin prior to AI optimization.
60%
Conversion of incremental availability output into net EBIT dollars.
6 Months
Ramp phase (historian ingestion, workflow integration) before daily benefits accrue.
Commercial & Expansion Model
Turnkey Program $500,000
License + Solution Engineering + Cloud Charges
4.0x (100 Assets)
Multi-department & multi-site plant expansion.
$900,000
License + Solution Engineering + Training + Cloud Charges
Y1 Net EBIT Lift
$100,000
Accrued after Month 6
Full Payback
11.0 Mos
5.0 Mos post go-live
Y2 Net EBIT Lift
$3,900,000
Full year multi-site scale
Relative EBIT Lift
+16.0%
EBIT rises 15% -> 17.4%
Cumulative Financial Trajectory (24 Months)
Ramp-Up Build Phase vs Live Operational Payback & Scaled Expansion
Cum. Cost Cum. Benefit
Build Phase: $0 accrued returns during initial historian integration & model baseline training.
Daily Use Go-Live: Operational recommendations unlock incremental EBIT to cover total program cost.
Financial Performance Breakdown
| Metric | Year 1 (25 Assets) | Year 2 (100 Assets) | 2-Year Total |
|---|---|---|---|
| Monitored Assets Scope | 25 lines | 100 lines | Scaled Enterprise |
| Baseline EBIT Rate | $7,500,000 / yr | $30,000,000 / yr | $37,500,000 |
| Availability EBIT Contribution | $600,000 (Active) | $4,800,000 | $5,400,000 |
| Falkonry Program Investment | ($500,000) | ($900,000) | ($1,400,000) |
| NET EBIT LIFT | $100,000 | $3,900,000 | $4,000,000 |