AI for Deal Analysis

CIM and offering memo review

The offering memorandum is the starting point for any acquisition. AI can process the entire document and extract:

• Financial summary — NOI, cap rate, price per unit/SF, rent roll highlights
• Property details — age, condition, recent capex, deferred maintenance
• Tenant profile — occupancy, lease terms, concentration risk, credit quality
• Market positioning — comp set, submarket trends, supply pipeline
• Risk factors — environmental issues, zoning restrictions, litigation, title concerns

Prompt template for CIM review:

You are a senior acquisitions analyst at a commercial real estate investment firm. Review this offering memorandum and extract: (1) Key financial metrics (NOI, cap rate, price per unit), (2) Top 5 risk factors, (3) Tenant concentration — any tenant over 15% of revenue, (4) Deferred maintenance or capex items, (5) Items that need verification in due diligence. Present as a structured summary with a one-paragraph investment thesis at the top.

This gives you a structured first pass in minutes. You then focus your time on the judgment calls — is this thesis credible? Are the projections realistic?

Environmental and title due diligence

Phase I environmental reports are 50-100 pages of technical language. Most of it is methodology and boilerplate. What you need are the findings and recommendations.

AI can extract:

• Recognised Environmental Conditions (RECs)
• Historical uses that may indicate contamination
• Recommendations for Phase II investigation
• Regulatory database findings (CERCLIS, RCRA, state lists)

For title review, AI can process the title commitment and identify:

• Easements and encumbrances that affect use
• Exceptions that need resolution before closing
• Survey requirements
• Gap in chain of title (if any)

Market research and comp analysis

Deal analysis requires market context — comparable sales, rental surveys, supply pipeline, economic indicators. AI can synthesise across multiple sources:

Upload these three broker market reports for [submarket]. Synthesise into a single market overview covering: (1) Vacancy and absorption trends, (2) Rental rate trajectory, (3) Recent comparable transactions with price per unit and cap rate, (4) New supply in the pipeline within 3 miles, (5) Key risks to the submarket thesis.

AI handles the synthesis. You handle the interpretation — does this market support the underwriting assumptions in the CIM?

Cap rate analysis prompt:

Based on the comparable sales data below, calculate the implied cap rate range for [property type] in [submarket]. Identify outliers and explain what might drive them (value-add, distress, portfolio premium). Note: verify all calculations independently.

Deal memo drafting

The deal memo brings everything together. After you've used AI to process the CIM, environmental report, title commitment, and market data, AI can draft a structured first version:

Based on the analysis we've completed in this conversation, draft an investment memo for our acquisitions committee. Structure: (1) Executive Summary with recommendation, (2) Property Overview, (3) Financial Analysis (include the key metrics from the CIM), (4) Market Context, (5) Risk Factors and Mitigants, (6) Recommended Terms and Next Steps. Keep it under 5 pages.

The 80/20 rule applies: AI gets the structure, data organisation, and first draft right. Your value is in the investment judgment — the "should we do this deal?" question that no AI can answer.