CRE Deal Intelligence
ARPIE
Deterministic CRE Deal Intelligence
Underwrite a commercial real estate deal in 15 minutes. No hallucinations. No probabilistic guessing. Every number traces back to source data.
CRE Teams Deserve Better Than AI Chatbots
Drowning in Deal Flow
Teams receive more deals than they can underwrite. Manual analysis creates bottlenecks that force you to pass on opportunities.
Inconsistent Analysis
Every analyst builds their own model. Assumptions vary, methodologies differ, and comparing deals requires rebuilding from scratch.
AI Chatbots Hallucinate
Public LLMs generate plausible-sounding financial analysis with fabricated numbers. You cannot stake capital allocation on probabilistic outputs.
What ARPIE Does
Five core capabilities that transform how CRE teams evaluate and execute deals.
Automated Underwriting
Upload an OM or rent roll and receive a complete underwriting package — cash flows, debt sizing, return metrics, and risk flags — in under 15 minutes.
Scenario Engine
Model rate changes, occupancy swings, expense shocks, and cap rate shifts. Every scenario uses the same deterministic engine — no probabilistic guessing.
Risk Scoring
Quantified risk scores across market, credit, operational, and environmental dimensions. Every score traces back to specific data points.
Portfolio Analysis
Aggregate deal data across your portfolio. Concentration analysis, vintage tracking, maturity schedules, and portfolio-level stress testing.
Reporting Suite
Investment committee memos, lender packages, and executive summaries generated automatically from your analysis — branded to your firm.
Governed AI vs. Uncontrolled AI
Not all AI is created equal. ARPIE uses deterministic, governed intelligence — not probabilistic language models that hallucinate financial data.
ARPIE
< 15 minutes, fully automated
Public LLMs
Hours of prompt engineering, manual verification
ARPIE
Deterministic math, auditable formulas
Public LLMs
Probabilistic outputs, rounding errors, hallucinated numbers
ARPIE
Zero — no generative models in the pipeline
Public LLMs
Inherent to LLM architecture, cannot be eliminated
ARPIE
Every calculation traceable to source data
Public LLMs
Black box — no explanation of how outputs were derived
ARPIE
Corporate assumptions enforced programmatically
Public LLMs
Assumptions drift with every prompt variation
ARPIE
Direct ingestion from OMs, rent rolls, CoStar
Public LLMs
Copy-paste into chat windows, manual formatting
ARPIE
Aggregate, compare, and stress-test across portfolio
Public LLMs
One deal at a time, no cross-deal memory
ARPIE
Your data stays in your environment
Public LLMs
Deal data sent to third-party servers for inference
ARPIE
Models, assumptions, and strategies never leave your network
Public LLMs
Training data becomes part of the model corpus
ARPIE
Same analysis every time, regardless of analyst
Public LLMs
Output quality varies with prompt phrasing
How It Works
Ingest
Upload an offering memorandum, rent roll, or operating statement. ARPIE extracts and normalizes the data into a canonical deal model automatically.
Analyze
The deterministic engine runs underwriting, scenario analysis, risk scoring, and portfolio comparisons — all using auditable, rule-based logic.
Decide
Receive a complete analysis package with IC memos, sensitivity tables, and risk flags. Every number traces back to its source.
Underwrite your next deal in 15 minutes.
Deterministic analysis. Auditable results. Zero hallucinations.