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Part IV · Decision intelligence

Constraints, optimization & risk

Every recommendation states its objective, its constraints, what binds, what it trades away, and where the answer changes.

Deployable capital

$650,000

Solved in 13 steps

Binding constraints

1

Runway at or above 12 months

Revenue at risk

$791,640

Probability-weighted across 5 buckets

Available cash

$689,600

After restrictions, holds and the floor

Constraint solver

Objective: Maximize capital deployment. Cash on hand $4,210,000.

MODELLED — NOT AN INSTRUCTION

Deployment level

$650,000

Feasible

Cash never below the liquidity floor

$3,560,000 vs ≥ $1,250,000

Slack available · $2,310,000 headroom

Runway at or above 12 months

12.03 vs ≥ 12

Binding — this is what limits the answer · 0.03 headroom

Debt service coverage at or above 1.25×

1.52 vs ≥ 1.25

Slack available · 0.27 headroom

Deployment within the approved capital budget

$650,000 vs ≤ $2,400,000

Slack available · $1,750,000 headroom

Portfolio risk score at or below 55

42.88 vs ≤ 55

Slack available · 12.13 headroom

Optimization objectives

Each objective states its direction, its lever and what it costs elsewhere

Expected cash flow over 12 months

maximize

$2,140,000→$2,612,000

Stage deployment across three tranches aligned to collection timing.

Financing cost

minimize

$384,000→$311,000

Refinance the Harbor Trust facility before the March step-up.

Working capital tied up

minimize

$1,880,000→$1,490,000

Cut DSO by 6 days on the two slowest-paying accounts.

Risk-adjusted return

maximize

8.4%→11.2%

Shift idle balances into a 30/60/90 ladder rather than a single instrument.

Idle capital

minimize

$2,960,000→$1,710,000

Sweep above-floor balances weekly with a payroll guard.

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