Doctrine Engine

Doctrine Engine — Platform

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All Deals 7
Run Analysis
Reports 2
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Finance Engine
Thesis Engine
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R
Ryan M.
Pro Plan · 7 runs
Dashboard
Total Deals
7
↑ +2 this month
Avg Cost/Run
$22
vs $17,000 manual
Time Saved
140h
vs manual review
Flags Surfaced
34
⚠ 8 critical
Recent Deals
View all →
Sample Deal PoC / Acme Service LLC
Finance Engine · 144 documents · St. Louis, MO
144 docs
Complete
Mar 16, 2026
Lakeside TIF — JP Morgan Bridge
Finance Engine · 67 documents · Park City, UT
67 docs
Running
Mar 16, 2026
Cannabis Market — Investment Thesis Q1 2026
Thesis Engine · 38 research documents
38 docs
Review
Mar 14, 2026
Mythos — The Self-Consuming System
Novel Engine · 24 chapters · 87,230 words
24 ch
Complete
Mar 13, 2026
Quick Start — Select an Engine
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Finance Engine
Due diligence · Forensic analysis
🔬
Thesis Engine
Investment thesis · Research
📖
Novel Engine
Long-form narrative
⚖️
Legal Engine
Coming soon
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Coding Engine
Coming soon
🎓
Education Engine
Coming soon
Sample Deal Exotic / Acme Service LLC
Finance Engine · $17.43 · 50 min
144 docs
Complete
Mar 16
Lakeside TIF — JP Morgan
Finance Engine · running now…
67 docs
Running
Mar 16
Cannabis Market Thesis Q1
Thesis Engine · $9.12 · 28 min
38 docs
Review
Mar 14
Mythos — Self-Consuming System
Novel Engine · 87,230 words · $31.50
24 ch
Complete
Mar 13
Western Investment Holdings — TIF
Finance Engine · $14.77 · 42 min
89 docs
Complete
Mar 10
Apexx Industrial — Equipment Valuation
Finance Engine · $11.20 · 35 min
52 docs
Complete
Mar 8
Modular Data Center — Investment Thesis
Thesis Engine · $8.40 · 22 min
29 docs
Draft
Mar 5
Finance Engine · Running
Lakeside TIF — JP Morgan Bridge
67 documents · 1,240 pages Started 4 min ago In Progress
Running Cost
$4.81
Est. total: $18–24
Pipeline Progress
Stage 3 of 8 · Estimated 46 min remaining
Stage 3 / 832%
✓
Concept & Scope
Deal parameters confirmed
2m 14s
✓
Document Ingestion
67 files · 0 unreadable
1m 52s
⚡
Ingestion Corpus
Building cross-referenced fact base…
0m 41s
○
Research & Benchmarking
Comparable deals · Market context
—
○
Outline Generation
Report structure · Chapter plan
—
○
Chapter Generation
Full report chapters with citations
—
○
Corpus Creation
Master cross-reference pass
—
○
Corpus-Guided Rewrite + Dual Fact-Check
Verification gates · Contradiction check
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Live Output — Ingestion Corpus
04:12[corpus] Processing 67 file corpora…
04:13[file] TIF_Agreement_JPMorgan.pdf — 847 tokens
04:14[file] Lakeside_Operating_Agreement.pdf — 1,203 tokens
04:15[file] Tax_Return_2024_Entity.pdf — 2,341 tokens
04:16[warn] 3 scanned PDFs detected — OCR queued
04:17[ocr] Deed_of_Trust.pdf — extracted 1,891 tokens
04:18[file] Bank_Stmt_Q4_2025.pdf — 3,102 tokens
04:20[corpus] Compressing 67 file corpora → master…
04:22[flag] Contradiction detected: Loan amount varies across 2 documents
04:23[corpus] Master corpus: 41,872 tokens · 89 citations
Cost Breakdown
Document ingestion$1.24
Corpus creation (in progress)$3.57
Research (pending)~$2.00
Report generation (pending)~$8.00
Fact-check gates (pending)~$4.00
Estimated Total$18–24
Sample Deal Report
Executive Summary
§1 Identity Verification
§2 Entity Structure
§3 Balance Sheet
§4 Cash Flow Analysis
§5 Undisclosed Debt
§6 Contradictions
§7 Public Records
§8 Related Entities
§9 Property Analysis
§10 Risk Summary
Meta
Source Index
Confidence Log
Finance Engine · Forensic Due Diligence Report
Sample Deal PoC / Acme Service LLC
144 documents · 2,100+ pages 145 citations $17.43 total cost 50 min runtime 8 Critical Flags 94 Verified
Executive Summary
This forensic analysis of Sample Deal PoC / Acme Service LLC reveals a complex borrower profile with multiple undisclosed liabilities, a material contradiction between the stated purchase option price and the closing settlement, and a three-party ownership structure that the primary borrower represented as sole ownership in at least one executed loan agreement.

The Finance Engine processed 144 documents (2,100+ pages) with 145 source citations across 10 analytical chapters. Eight critical flags were identified. Confidence on borrower identity is 0.94 (STRONG). All dollar figures are cross-referenced across three or more source documents unless flagged.
§1 — Identity Verification
✓
Primary Borrower: Jane Doe — CONFIRMED
0.94 · STRONG
Jane Doe · DOB: [redacted] · SSN: XXX-xx-xxxx · Address: 1234 Oak Street, Chicago IL 60601. Identity confirmed across three source documents with consistent PII. Middle initial E confirmed in federal tax return.
[settlement_doc.pdf p.1] [tax_return.pdf p.1] [guarantee_doc.pdf p.2]
§5 — Undisclosed Debt ⚠
✗
Capital Funding Co. Loan — $300,000 → $389,999.28 total — NOT in PFS
0.97 · STRONG
Business loan to Acme Service LLC. Principal $300,000. Total repayment $389,999.28 at 264 daily payments of $1,477.27. This obligation does not appear in the borrower’s personal financial statement or stated liabilities schedule.
[1_National_Funding___Full_executed_Business_Loan_Agreement.pdf p.1]
✗
Personal Lender A Personal Loan — $50,000 — Jane Doe personal — undisclosed
0.96 · STRONG
Personal loan to Jane Doe. Disbursed $46,755.00 after $3,245 origination fee. Monthly payments of $1,666.69. 12.25% interest rate. 35 months. Not disclosed in personal financial summary.
[8_Personal Lender A___Full_loan_agreement.pdf full]
✗
Personal Lender B Personal Loan — $30,000 — undisclosed
0.95 · STRONG
Personal Lender B personal loan #65635081227 to Jane Doe. $30,000 principal. Monthly obligation not included in stated liabilities. Found in January 2026 statement review.
[10_Personal Lender B__4_Jan_2026.pdf p.1] [10_Personal Lender B1_Feb_2026.pdf p.1]
§6 — Contradictions ⚠
✗
CONTRADICTION: Purchase Option Price — $6,000,000 vs $2,975,000
0.99 · STRONG
Asset Purchase Agreement states Oak Capital Partners → Acme Service purchase option at $6,000,000. CD Settlement Statement records actual property purchase price at $2,975,000. Discrepancy: $3,025,000. Requires immediate clarification — these are different transactions but the delta creates material confusion in the deal structure analysis.
[purchase_option.pdf p.1 — $6,000,000] [settlement_doc.pdf p.1 — $2,975,000]
⚠
CONTRADICTION: Ownership Structure — 100% vs 33.3%
0.92 · STRONG
Capital Funding Co. loan agreement (signed by Jane Doe) represents him as 100% owner of Acme Service LLC. Operating agreement and deal documents indicate three-way split: Jane Doe 33.3%, John Carter 33.3%, Jane Doe 33.3%. Executed loan document vs. operating agreement discrepancy — requires legal review.
[1_National_Funding_Agreement.pdf p.14 — “100% ownership”] [ADS_Operating_Agreement — 3-way split]
📊 145 citations ⚠ 8 flags ✓ 94 verified 💰 $17.43
Pro Plan
$299/month
Unlimited Finance Engine runs
Thesis Engine included
Novel Engine included
200K token context
PDF + DOCX export
API access
Priority support
10 team seats
Runs this month7 / unlimited
Storage used2.4 GB / 50 GB
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API Access
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Engine Defaults
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