Here’s how we make AI work for you
Here are a few examples of AI-powered workflows we’ve created for our finance clients:

M&A due diligence & risk flagging agent
Private LLM environment deployed on top of active Virtual Data Rooms (VDRs). Ingests thousands of unformatted target company documents (CIMs, vendor contracts, IP filings) to instantly map “Change of Control” provisions and flag toxic liabilities before the definitive agreement stage. Reduces junior analyst hours by 60% while increasing risk detection coverage.

KYC “negative news” false positive adjudicator
Deployed to handle the massive volume of AML (Anti-Money Laundering) alerts generated during client onboarding and periodic review. The agent reads the full text of flagged news articles and court documents to determine if the “John Smith” convicted of fraud is actually our client or just a namesake. It generates a cited “Level 1” disposition memo, reducing manual analyst review volume by ~80%.
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Qualified financial contract (QFC) resolution mapper
A specialized compliance agent designed to meet “Too Big To Fail” (Title II) recordkeeping requirements. It scans millions of legacy trading agreements to extract and structure data regarding termination rights, cross-default clauses, and governing law. Ensures the firm can produce the legally mandated “Resolution Plan” data for regulators within 24 hours, replacing a process that typically takes teams of consultants months.

Tax and compliance workflow
Our system for a large tax audit firm automatically ingests financial statements and supporting documents and analyzes them to compare revenue vs declared taxes, deductible expense validation, withholding documentation and late fee assessment to determine total tax liabilities.

Loan application verification
Private LLM system for a leading underwriting service that compares loan applications against public records including employment history, credit bureau files, and court records in order to provide agents with instant application guidance.
Securely capture the full value of your AI
We can drive AI-powered efficiency across your organization, including:
Bolster fraud detection and prevention
Analyze financial data and detect fraudulent cases in a fraction of the time. Uncover red flags and gain actionable insights from vast amounts of data.
Streamline document preparation
Evolve your customer document generation and categorization. Leverage OCR to analyze and transform scanned S-1 filings, statements, etc.
Reduce operational cost without increasing regulatory risk
Automate high-volume financial workflows while maintaining clear audit trails, access controls, and oversight.
Better decisions, faster
Deploy high-accuracy AI inside your infrastructure to support underwriting, risk, and compliance—without exposing sensitive data or losing control.
Secure AI for high-stakes financial decisions
Keep sensitive financial data inside your environment while deploying AI that supports faster, more consistent decision-making.
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