RESOURCES
Practical perspectives on expert work and AI
Explore Hopfia thinking on AI diligence, risk intelligence, knowledge graphs, agentic workflows, and product development.
LATEST INSIGHTS
Research and product notes for expert teams
Analysis of diligence, risk, knowledge graphs, and verifiable agentic workflows—grounded in real product and operational work.
From Static Diligence to Live Risk Intelligence
Why investment analysis and risk management should evolve whenever the underlying deal data changes.
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13 STORIESAutonomous AI Agents in Due Diligence
How specialized agents can execute complex diligence analysis as a structured sequence of work.
Read articleTranscribing Your Investment Thesis into AI
How a firm can translate its investment thesis and decision criteria into a purpose-built agent workflow.
Read articleInstitutional-Grade Intelligence for LPs
A look at purpose-built agent workflows for institutional-grade LP diligence intelligence.
Read articleOpen the VDR. Get a Risk Matrix.
How connected VDR data can be structured into a reviewable risk matrix.
Read articleThe Log: February 2026 Update
A concise log of the major Hopfia product changes from February 2026.
Read articleThe Log: January 2026 Update
A concise log of the major Hopfia product changes from January 2026.
Read articleWhat Is AI Due Diligence?
A practical framework for separating true diligence workflows from search and summarization tools.
Read articleSeeking the Irreducible Truth
Separating durable facts from uncertainty when investors face more information than ever.
Read articleThe 86% Paradox: Why M&A Is Moving Beyond Domain-Specific LLMs
Why complex M&A workflows demand more than a domain-specific language model.
Read articleWhy Institutions Require Verifiable AI
Why evidence, sources, and analysis traceability must be product features in institutional investing.
Read articleM&A Stages, Due Diligence, and AI
Where AI can support screening, diligence, and decision-making across the M&A lifecycle.
Read articleLLMs and Document Queries: Overconfidence and Incomplete Retrieval
Why confident answers can still miss relevant evidence in document-based investment research.
Read articleHow Agentic AI Rewrites the Diligence Workflow
A connected workflow from deal data ingestion to evidence-backed diligence output.
Read articleFROM INSIGHT TO WORKFLOW
Put these ideas to work in expert workflows
Start with your current data and process, then identify the workflow where Hopfia can create the most value.
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