Deal Fallout Predictor

Input Parameters

Processing Methodology

Risk Factor Assessment Matrix:

The AI evaluates each of the 15 risk factors and assigns a risk level (None/Low/Medium/High/Critical):

Deal Health Score Calculation:

```

Base Score = 100

For each risk factor:

Critical condition: −20 points (minimum single-factor deduction)

High condition: −12 points

Medium condition: −5 points

Low condition: −2 points

None: 0 points

Multiple critical factors stack — a deal with 3 critical factors can score 40 or below.

```

Important: Any single critical risk factor deducts a minimum of 20 points regardless of the total score. This prevents critical risks from being masked by strong performance on other factors.

Deal Health Classification:

Closing Probability Estimate:

Based on the Deal Health Score and historical deal fallout patterns, the AI estimates the probability of closing:

Output Format

Deal Health Dashboard Entry:

```

Deal Health Report

Property: 1847 W Elm St, Tempe AZ 85281

Deal ID: GHL-RE-2847 | Closing Date: [15 days from now]

Contract Price: $165,000 | ARV: $312,500

─────────────────────────────────────────

DEAL HEALTH SCORE: 63 / 100

STATUS: ⚠ AT-RISK (Action Required)

CLOSING PROBABILITY: 58%

─────────────────────────────────────────

```

Risk Factor Breakdown:

Recommended Actions:

1. URGENT — Appraisal Gap ($8,500). Request seller price reduction of $8,500 to close the gap, OR arrange lender approval to proceed with buyer cash-in on gap. Assign to: [Transaction Coordinator]. Deadline: [3 days].

1. HIGH — Inspection Finding (Roof/HVAC). Obtain contractor bid on roof and HVAC replacement. Use bid as basis for renegotiation or seller credit request. Assign to: [Acquisition Manager]. Deadline: [5 days].

1. MEDIUM — Financing Conditions Outstanding. Follow up with lender on outstanding conditions list. Request written update on condition clearance timeline. Assign to: [Transaction Coordinator]. Deadline: [2 days].

1. MEDIUM — Contractor Not Confirmed. Begin contractor outreach immediately for post-close work. With 15 days to close, contractor scheduling must begin now. Assign to: [Rehab Manager]. Deadline: [5 days].

Conservative Bias Methodology

1. Any Single Critical Factor = Minimum −20 Points. This is the most important conservative rule in the system. It prevents a "death by a thousand cuts" scenario where a very bad individual risk factor is averaged away by strong performance on other metrics. A deal with a denied permit or an unresolvable appraisal gap is a troubled deal — the score should reflect that regardless of how clean the financing or title situation is.

1. Alert Threshold at 60 (Not 50). The alert triggers at 60, not 50, giving the team time to take remediation action before the deal reaches truly critical territory. Waiting until the score is below 50 to alert often means it is too late to fix the problem.

1. Closing Probability Conservatively Estimated. The closing probability estimates are derived from conservative historical patterns. A score of 60–69 is estimated at 55–74% probability of closing — not the 80–90% that a more optimistic model might suggest for a deal that is "almost there." Real deals fall out at every stage for reasons that are impossible to fully anticipate.

1. Unknown = Risk. Any factor that the user marks as "Unknown" or leaves blank is treated as a medium risk by default. The system does not assume that unknown = fine. It assumes that unknown = unverified, which carries inherent risk.

CRM Integration

GoHighLevel:

• Updates existing deal opportunity with: DealHealthScore, ClosingProbability, RiskCountCritical, RiskCountHigh, DealHealth_Tag

• Creates action tasks for each High/Critical risk factor with assigned owner and deadline

• URGENT alert: SMS + email notification to deal manager and transaction coordinator if score < 60

• Dashboard widget available for real-time deal health monitoring across all active deals

HubSpot / Salesforce:

• Same scoring fields updated via native API

• Email notification workflow triggered on score change

• Risk breakdown attached as activity note