PennyAI

PennyAI is the AI engine behind RealBooks. It handles the repetitive, time-consuming parts of real estate financial management — categorizing expenses, reading documents, estimating costs, and generating reports — so you can spend your time on deals instead of data entry.

What PennyAI Can Do

PennyAI isn’t one feature — it’s woven throughout RealBooks. Here’s everywhere it works:

Capability	Where It Appears	What It Does
Expense Processing	Expense Management	Auto-categorizes imported transactions by vendor, amount, and your history
Receipt Processing	Expense Management	Extracts vendor, amount, date, and category from receipt photos
HUD Statement Processing	Asset Management	Parses HUD-1 and Closing Disclosures to populate purchase details
Loan Processing	Asset Management	Reads loan documents and extracts terms (principal, rate, payment)
Estimator	Project Management	Suggests rehab cost estimates based on property details and scope
Reporting	Tax Reporting	Answers plain-language questions and generates custom reports

PennyAI Expense Processing

This is where most investors interact with PennyAI daily. Every transaction that comes in from a linked bank account goes through PennyAI’s categorization engine.

How It Works

1. A transaction imports from your bank (e.g., “HOME DEPOT #4521 — $347.82”)
2. PennyAI analyzes the vendor name, amount, timing, and your past behavior
3. It suggests:
   • Category — Repairs & Maintenance
   • Property — 123 Oak Street (because your last 5 Home Depot charges went there)
   • Entity — Oak Street Holdings LLC (auto-filled from the property)
4. You review and either approve or correct

How It Learns

Every correction teaches PennyAI something:

• Reassign a Lowe’s charge to a different property? PennyAI notes which property you’re actively working on.
• Change a category from “Supplies” to “Repairs & Maintenance”? Future similar transactions adjust.
• Split a transaction between two properties? PennyAI remembers the pattern for that vendor.

Over time, your approval rate increases. Most investors find that after a month or two, PennyAI gets 80-90% of categorizations right on the first try.

Tip

Be consistent with your corrections in the first few weeks. The more clear and consistent your patterns are, the faster PennyAI adapts to your workflow.

PennyAI Receipt Processing

Snap a photo of a receipt or upload an image, and PennyAI handles the rest.

What It Extracts

• Vendor name — The business or contractor
• Total amount — The payment total
• Date — Transaction date from the receipt
• Line items — Individual items when legible
• Suggested category — Based on the vendor and items
• Suggested property — Based on your recent activity

How to Use It

On mobile (recommended for on-site use):

1. Open RealBooks on your phone
2. Go to Expenses > Scan Receipt
3. Take a photo of the receipt
4. PennyAI processes it in seconds
5. Review the extracted data, adjust if needed, and save

On desktop:

1. Go to Expenses > Upload Receipt
2. Drag and drop the receipt image or PDF
3. Review and save

Tips for Best Results

• Take clear, well-lit photos. PennyAI works with imperfect receipts, but clarity helps.
• Include the full receipt. Make sure the vendor name, date, and total are visible.
• One receipt per image. If you have multiple receipts, scan them individually.
• Faded thermal paper? Scan it sooner rather than later — those receipts fade fast.

PennyAI HUD Statement Processing

When you acquire a property, the HUD-1 Settlement Statement (or Closing Disclosure) contains everything about the transaction — purchase price, closing costs, prorated taxes, prepaid insurance, loan origination fees, and more.

Instead of manually entering all of this, upload the document and let PennyAI parse it.

What It Extracts

• Purchase price and sale date
• Buyer and seller information
• Closing costs broken down by category
• Prorated property taxes and insurance
• Loan origination fees and points
• Recording fees, title insurance, escrow deposits
• Real estate commissions

How to Use It

1. Open the property in Asset Management
2. Go to Documents > Upload
3. Upload the HUD-1 or Closing Disclosure (PDF)
4. PennyAI processes the document and pre-fills the property’s purchase details
5. Review each field, adjust if needed, and save

Tip

Upload HUD statements when onboarding properties. It saves significant time compared to manual entry, and PennyAI catches line items you might overlook — like prorated property taxes or escrow adjustments that affect your basis.

PennyAI Loan Processing

Upload a promissory note, loan estimate, closing disclosure, or loan statement, and PennyAI extracts the key terms.

What It Extracts

• Lender name
• Original loan amount
• Current balance (from statements)
• Interest rate (fixed or adjustable)
• Monthly payment amount
• Loan term and maturity date
• Loan type (conventional, FHA, VA, commercial, hard money, etc.)

How to Use It

1. Open the property in Asset Management
2. Go to Loans > Add Loan
3. Click Upload Document
4. Attach the loan document
5. PennyAI pre-fills the loan fields
6. Review and save

This is especially useful when:

• You’re adding multiple properties at once and have a stack of closing packages
• You’ve refinanced and need to update loan terms quickly
• You’re working with commercial loans that have complex term structures

PennyAI Estimator

The Estimator helps you plan rehab projects by suggesting cost ranges based on your property details and scope.

How to Use It

1. Go to Projects > Rehab Estimator
2. Describe the work you’re planning (e.g., “Full kitchen remodel in a 1,200 sq ft SFR built in 1985”)
3. PennyAI provides estimated cost ranges by category:
   • Demolition
   • Cabinetry and countertops
   • Appliances
   • Plumbing and electrical
   • Flooring
   • Labor

What to Expect

PennyAI estimates are ballpark figures based on property type, scope, and general market data. They’re useful for:

• Quick feasibility checks before making an offer
• Setting initial project budgets
• Comparing against contractor bids

They are not a substitute for detailed contractor quotes or local cost analysis. Always get real bids before committing to a project budget.

PennyAI Reporting

Ask PennyAI questions in plain language and get instant answers with supporting data.

Example Questions

• “How much did I spend on repairs across all properties in Q3?”
• “What’s the total rental income for Oak Street Holdings LLC this year?”
• “Which property has the lowest cap rate?”
• “Show me all expenses over $1,000 in the last 90 days.”
• “Compare NOI between my two LLCs.”

How It Works

1. Open the PennyAI panel (available from any page)
2. Type your question
3. PennyAI queries your data and presents the results — as a summary, a table, or a chart
4. Click Export to download the results as PDF or CSV

PennyAI Reporting is faster than building ad hoc reports manually. It’s great for quick answers during meetings, phone calls with partners, or when you just want to check a number without navigating through menus.

Availability by Plan

Feature	Free	Bird Dog	DIY’er	Mogul	Executive
Expense Processing	—	Yes	Yes	Yes	Yes
Receipt Processing	—	Yes	Yes	Yes	Yes
HUD Statement Processing	—	Yes	Yes	Yes	Yes
Loan Processing	—	Yes	Yes	Yes	Yes
Estimator	—	Yes	Yes	Yes	Yes
Reporting	—	Yes	Yes	Yes	Yes

PennyAI is not available on the Free plan. All PennyAI features are included with every paid plan.

Common Questions

How accurate is PennyAI’s expense categorization? It depends on your transaction patterns and how consistently you correct early suggestions. Most investors see 80-90% accuracy within the first month. The more properties and transactions you have, the more patterns PennyAI can learn from.

Does PennyAI work with handwritten receipts? It can, but accuracy depends on legibility. Printed receipts and typed invoices produce the best results. For handwritten receipts, make sure the amount and vendor name are clearly readable.

Can PennyAI process documents in languages other than English? Currently, PennyAI is optimized for English-language documents. Non-English documents may produce incomplete or inaccurate results.

What happens if PennyAI gets something wrong? Correct it. Every correction improves future accuracy. PennyAI suggestions are always just that — suggestions. Nothing is finalized until you approve it.

Is my data used to train AI models? No. Your financial data is used only for your account’s PennyAI processing. It is not shared with other users or used to train external models.

Can I turn off PennyAI and do everything manually? Yes. PennyAI suggestions are optional — you can always categorize transactions, enter property details, and generate reports manually. But most investors find the automation saves significant time.