Every Claim Traced to Its Source
No more "AI said so." Every insight, every metric, every conclusion links back to the exact document, page, and data point. Your team can verify in seconds. Built for audit trails and LP review.
Your AI deal team works while you don't. Umergence.AI deploys autonomous agents that read your entire data room, cross-reference hundreds of documents, build the comp set, draft the investment memo, and deliver a complete decision package - cited, sourced, and ready for your judgment.
Our Team Has Operated At





FINRA Registered
Zero Data Retention
SOC 2 In Progress
GLBA Compliant
AES-256 Encryption
Single Tenant
Picture this: You're on the back nine when an email arrives - a new virtual data room, 200+ documents, due in a week. Before you finish your round, your AI deal team has already started. The Research Agent pulls target financials and builds an intelligence dossier. The Analysis Agent runs sensitivity models and comparable transactions. The Synthesis Agent drafts the investment memo in your firm's voice. The Orchestration Layer coordinates everything and flags what needs your eye.
You walk back to your desk. Everything is waiting. Organized, sourced, cited, and ready for your judgment. This isn't AI that helps you work. This is AI that works.
Research Agent
Continuously monitors markets, scrapes filings, identifies targets, and builds intelligence dossiers. 24/7.
Analysis Agent
Builds financial models, runs sensitivity analysis, pulls comparable transactions, stress-tests assumptions. Without prompting.
Synthesis Agent
Drafts investment memos, executive summaries, LP presentations, and risk assessments. In your firm's voice and templates.
Orchestration Layer
Coordinates all agents in parallel. Manages dependencies. Flags conflicts. Delivers complete work products.
Cited Analysis, Not Chatbot Guesses
Multi Document Intelligence
Multi Model Routing
Human in the Loop, Where It Matters
PE & VC Firms
Accelerate due diligence and surface risk signals across hundreds of documents.
Investment Banks
Prepare deal memos and financial analysis faster with AI-assisted synthesis.
Family Offices
Monitor opportunities, evaluate investments, and maintain documented conviction.
Private Credit Underwriting
Analyze borrower risk, financial signals, and deal structure faster with AI-assisted insights.
85%
Reduction in Due Diligence Time
200+
Documents Analyzed Simultaneously
100%
Findings Cited to Source
"From 200 documents to an investment memo with every finding sourced. In hours, not weeks."
- Managing Director, Mid Market PE Firm
Schedule a 30-minute demo with investment professionals - not salespeople.
No more "AI said so." Every insight, every metric, every conclusion links back to the exact document, page, and data point. Your team can verify in seconds. Built for audit trails and LP review.
Upload a VDR. Ask questions across all 200 documents. Get answers that weave context from filings, board decks, financial models, and customer contracts. The agents read everything. You read nothing twice.
Customize templates. Define priorities. Set risk thresholds. The agents learn your decision framework and apply it automatically. Goldman's memo format? Done. Family office checklist? Integrated. Your firm's voice? Preserved.
GPT-5.4 for reasoning
Claude for synthesis
Gemini for data analysis
Multiple-model routing based on the task.
The agents work with your proprietary data, 10-K filings, industry reports, and third-party research. Every source is tagged. No confusion. Full traceability for compliance and decision-making.
We built Umergence.AI to augment, not replace. You see the findings, the sources, the confidence levels. You flag what's important. You make the decision. The AI accelerates everything before that point.
COMING SOON
Comparison Matrices
Compare multiple deals, companies, or opportunities side-by-side with structured financial metrics, risk signals, and sourced evidence to quickly identify the strongest investment options.
Blueprint Workflows
Pre-configured diligence workflows that guide teams through research, analysis, and reporting so complex deal evaluations can be executed consistently and faster.
Plan Mode
AI proposes a structured research plan before starting analysis, allowing teams to review, approve, and control how diligence tasks are executed.
Report Generation
Automatically generate structured investment briefs, memos, and reports using analyzed documents and verified insights.
Zero Data Retention
Your documents are processed and discarded. We don't train on client data. We don't archive it. Single-use processing only.
Single-Tenant Storage
Your data runs on isolated infrastructure. No multi-tenant databases. No data commingling. Complete segregation.
No Training on Client Data
Your documents never improve our general models. Period. We don't build proprietary databases from your VDR. Your competitive edge stays yours.
Encryption at Every Stage
AES-256 at rest. TLS 1.3 in transit. End-to-end encryption for uploads and downloads. Military-grade standard throughout.
FINRA-Grade Audit Trail
Every action logged. Every query recorded. Every decision documented. Built for regulatory inspection from day one.
GLBA / Regulation S-P Compliance
We comply with financial privacy regulations. Your customer information is protected at the standard required by law.
Role-Based Access Controls
Define who sees what. Assign permissions at the team or individual level. Granular control over sensitive documents.
PII Redaction
Sensitive personal information is automatically flagged and can be redacted. Social security numbers, bank accounts, and passport data are protected.
Schedule a security review with our compliance team.
PE & VC Due Diligence
Pull target financials, identify red flags, build the comp set, and draft the investment thesis - all in parallel. Our agents read 5 years of financial statements, customer lists, and contract details simultaneously. Your team gets a 50-page memo with every insight sourced.
Investment Bank Deal Screening
Speed up deal origination. Analyze pitch books, financial models, and market comps in hours instead of days. Surface deal quality signals fast. Rank targets by strategic fit, financial profile, and market opportunity without manual review.
Family Office Portfolio Monitoring
Monitor your portfolio companies 24/7. The agents track regulatory filings, press releases, and industry developments. Get monthly portfolio health checks with risk flags and opportunity alerts - all sourced and actionable.
Private Credit Underwriting
Assess borrower strength and loan structure risk. Pull covenant analysis, historical performance, and industry comparables. Get a comprehensive credit assessment that integrates financial data, legal docs, and market context - ready for credit committee.
Upload a sample VDR. See the agents in action.
Umergence.AI is built inside a FINRA-registered broker dealer with a ten-year track record in private placements, capital raises, and M&A advisory. The same professionals who run deals now run the platform.
40+
Registered Investment Professionals
$75B+
Facilitated by Umergence Broker Dealer
20+
Years Average Industry Experience
Our team combines decades of experience in investment banking, private markets, and AI engineering. We are building technology that transforms complex due diligence into clear, decision-ready intelligence for investors and financial institutions.
Elijah Gutman
Head of Product
A product visionary driving Umergence.AI's innovation. Expertise in AI, machine learning, and financial modeling. Passionate about building cutting-edge solutions for the investment industry.
David Logan
CEO / CCO
A strategic leader guiding Umergence.AI's vision. Expertise in corporate governance, regulatory compliance, and business development. Committed to delivering secure and compliant AI solutions for finance.
Jeffrey Ciarcia
CFO
A financial strategist overseeing Umergence.AI's financial operations. Expertise in financial planning, risk management, and investment analysis. Dedicated to ensuring financial security and growth for the company.
David Logan
- CEO / CCO.
IT Director at the University of Connecticut for over a decade. Board member and Communications Officer for YPO. Chief Experience Officer at Escape Velocity. Accelerator Chair for the Entrepreneurs' Organization in Connecticut. Founded Umergence, a FINRA-registered broker dealer, in 2015.
Elijah Gutman
- Head of Product.
Chief Technology Officer at Umergence. Works at the intersection of AI and finance, leading product, engineering, and architecture across the firm's fintech platforms. Designs AI-native financial products and runs the agentic overhaul of Umergence's internal and counterparty workflows. Builds for the constraints that matter: audit trail, supervisory oversight, and the regulated environment of a FINRA and SEC registered broker-dealer.
We started with FINRA regulations in mind. Every design choice - audit trails, data retention policies, role-based access - is baked in from day one. We're not retrofitting compliance. We're building it.
The institutional deal marketplace. Where capital finds opportunities.
The intelligence layer. Where autonomous agents execute due diligence and analysis.
What to expect