Agentic AI Pro Forma

Investment-Committee-Format Financial Modeling — AI-Augmented

IRR. Equity Multiple. Cash-on-Cash. Capital Stack. Sensitivity. IC-Memo Ready.

Pro forma financial modeling for real estate investment decisions has its own conventions — investment committee (IC) memo format, IRR + equity multiple + cash-on-cash return metrics, capital stack waterfall, sensitivity tables, exit assumptions. Wharton-method modeling delivered through AI-augmented workflows compresses month-long specialist analyses into weeks.

Represented by agenticaiconsultant.net

This site is a dedicated home for the agentic AI pro forma modeling practice. Engagements run through the broader practice for the full analytical workflow, compliance discipline, and capital-partner network.

IC-Memo Standard

Outputs land in the format private offices, family offices, hedge funds, and institutional investment committees expect: investment thesis with identified risks and mitigation strategies; anticipated IRR + equity multiple + cash-on-cash returns; capital stack waterfall; sources and uses; sensitivity tables on key assumptions; comparable-transaction support; exit assumptions with cap-rate sensitivity.

Multi-Path Modeling

Standard pro forma modeling assumes a single exit path. Multi-path modeling layers multiple exit scenarios (hold + sell + recapitalize) and shows how IRR and equity multiple shift across paths. AI-augmented workflows model all paths in parallel; manual workflows usually pick one.

How to Engage

Part of the broader agentic AI consulting practice at AgenticAIConsultant.net. Engagements scope from single-deal pro forma through portfolio-wide modeling capability for asset managers + developers + family offices + capital partners.

Frequently Asked

What does the pro forma output look like?

Investment-committee-format with IRR + equity multiple + cash-on-cash returns; capital stack waterfall; sources and uses; sensitivity tables; comparable-transaction support; exit assumptions with cap-rate sensitivity.

How fast can a pro forma deliver?

AI-augmented pro forma modeling delivers IC-memo-ready analysis in weeks instead of months. Speed depends on data availability and deal complexity.

Who runs the analysis?

George Howell Ward — Wharton REI&A + 15+ years AZ-licensed real estate professional + 25-year AZ KB-1 commercial and residential contractor + Harvard Agentic AI intensive (summer program). Practice anchor at AgenticAIConsultant.net.

Recent Insights

What an Institutional Investment-Committee Memo Actually Contains

Practitioner overview of the components of an institutional IC memo for real estate investments — thesis, returns, capital stack, sensitivity, comparable support.

How to Reach George

For agentic AI pro forma modeling engagements specifically, see agenticaiconsultant.net. For broader inquiries, see George's primary site at georgehowellward.com or reach him at (480) 703-6622 · george@georgehowellward.com.

About the Operator

George Howell Ward · Arizona Real Estate Salesperson SA528635000 · Landmark ACM, LLC · Agentic AI Consultant

Wharton Real Estate Investment & Analysis Certificate · UC Berkeley B.S. Civil Engineering (Construction Management emphasis) · Arizona KB-1 Commercial and Residential Contractor (25 years; GWGC LLC ROC #344366) · Harvard Agentic AI Intensive (summer program). Full bio at georgehowellward.com.

Arizona Real Estate Disclosure. George Howell Ward, AZ Real Estate Salesperson SA528635000, Landmark ACM, LLC. 5112 N. 40th St., #202, Phoenix, AZ 85018. ADRE License Lookup.

Equal Housing Opportunity. George Howell Ward and Landmark ACM, LLC are committed to the principles of equal housing opportunity.

Not Legal, Tax, or Financial Advice. Information presented on this site is general professional commentary and does not constitute legal, tax, or financial advice. Consult appropriate licensed professionals for your specific situation.

SEC / FINRA Posture. George does not solicit investors and is not a registered investment advisor or broker-dealer. Series 82 is a targeted future credential at approximately 2027 and is NOT currently held. Case studies referenced reflect work performed under engagement agreement and are not offers, solicitations, or recommendations of securities or any investment.

No Attorney-Client or Fiduciary Relationship. Visiting this site or contacting George does not create an attorney-client or fiduciary relationship. Professional engagement is established only by executed engagement agreement.

AI-Assistance Disclosure. Some content on this site uses AI-assisted writing tools and was reviewed and finalized by George Howell Ward before publication. Where AI is materially involved in client-facing engagement deliverables, disclosure is provided per the engagement.

Professional Licensure Boundaries. George is not a licensed attorney, registered investment advisor, registered broker-dealer, or licensed Professional Engineer. Engineering work referenced reflects academic background (B.S. Civil Engineering, UC Berkeley) and contractor licensure (KB-1, GWGC LLC ROC #344366), not stamped Professional Engineer opinions.