# Learn - Grep

![](/images/marketing/compare/geometric-learn.jpg)

Resources

# Research & Learning Centre

Deep dives, practical guides, and tutorials for compliance professionals, analysts, and research teams.

[Featured WhitepaperNew](/resources/compliance-arms-race)

## [The Compliance Arms Race: Why Agentic AI Is Now Essential](/resources/compliance-arms-race)

[A comprehensive guide covering enforcement case studies, implementation roadmaps, and measurable ROI frameworks for compliance leaders.](/resources/compliance-arms-race)

[![](/images/marketing/case-studies/vcs-hero-juxtapose.jpg)](/case-studies/vcs)

[case studyNew](/case-studies/vcs)

### [How VCs Use Grep for Deal Prep and Operations](/case-studies/vcs)

[Wisdom Ventures and Initialized Capital move faster with Grep](/case-studies/vcs)

[6 min](/case-studies/vcs)

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[ read](/case-studies/vcs)

[![](https://storage.googleapis.com/parcha-ai-public-assets/grep-images/case-studies/shopmonkey-mechanic.jpg)](/case-studies/shopmonkey)

[case studyNew](/case-studies/shopmonkey)

### [How Shopmonkey Cut Research from Hours to Minutes](/case-studies/shopmonkey)

[Underwriting team catches fraud faster with Grep deep research](/case-studies/shopmonkey)

[5 min](/case-studies/shopmonkey)

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[ read](/case-studies/shopmonkey)

[![](/images/marketing/learn/ai-hallucination-trust.jpg)](/learn/ai-hallucination-trust)

[deep diveNew](/learn/ai-hallucination-trust)

### [AI Hallucination Rates and Why 'Trust but Verify' Isn't Enough](/learn/ai-hallucination-trust)

[BBC found 45% error rates. NeurIPS found 100 hallucinated citations. Here's what it means.](/learn/ai-hallucination-trust)

[10 min](/learn/ai-hallucination-trust)

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[ read](/learn/ai-hallucination-trust)

[![](/images/marketing/learn/false-positive-fatigue.jpg)](/learn/false-positive-fatigue)

[deep diveNew](/learn/false-positive-fatigue)

### [The False Positive Problem](/learn/false-positive-fatigue)

[Why 99% AI accuracy fails compliance teams — and what to do about it](/learn/false-positive-fatigue)

[8 min](/learn/false-positive-fatigue)

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[ read](/learn/false-positive-fatigue)

[![](/images/marketing/learn/legal-research-ai.jpg)](/learn/legal-research-ai)

[use caseNew](/learn/legal-research-ai)

### [Grep for Legal Research](/learn/legal-research-ai)

[Case law, litigation, and regulatory analysis with AI expert systems](/learn/legal-research-ai)

[10 min](/learn/legal-research-ai)

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[ read](/learn/legal-research-ai)

[![](/images/marketing/learn/vc-deal-sourcing.jpg)](/learn/vc-deal-sourcing)

[use caseNew](/learn/vc-deal-sourcing)

### [How VCs Use AI for Deal Sourcing](/learn/vc-deal-sourcing)

[From 3-hour company research to 15-minute investment briefs](/learn/vc-deal-sourcing)

[10 min](/learn/vc-deal-sourcing)

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[ read](/learn/vc-deal-sourcing)

[![](/images/marketing/learn/oecd-due-diligence.jpg)](/learn/oecd-due-diligence)

[deep diveNew](/learn/oecd-due-diligence)

### [The OECD AI Due Diligence Framework](/learn/oecd-due-diligence)

[A compliance team's practical guide to the six-step framework](/learn/oecd-due-diligence)

[12 min](/learn/oecd-due-diligence)

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[ read](/learn/oecd-due-diligence)

[![](/images/marketing/learn/ai-agents-enterprise.jpg)](/learn/ai-agents-enterprise)

[deep diveNew](/learn/ai-agents-enterprise)

### [AI Agents in the Enterprise](/learn/ai-agents-enterprise)

[Trust, control, and the swarm problem — why architecture matters](/learn/ai-agents-enterprise)

[10 min](/learn/ai-agents-enterprise)

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[ read](/learn/ai-agents-enterprise)

[![](/images/marketing/learn/investor-relations-ai.jpg)](/learn/investor-relations-ai)

[use caseNew](/learn/investor-relations-ai)

### [Grep for Investor Relations](/learn/investor-relations-ai)

[Earnings prep, market intelligence, and investor briefings](/learn/investor-relations-ai)

[8 min](/learn/investor-relations-ai)

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[ read](/learn/investor-relations-ai)

[![](/images/marketing/learn/cost-bad-research.jpg)](/learn/cost-bad-research)

[thought leadershipNew](/learn/cost-bad-research)

### [The Real Cost of Bad Research](/learn/cost-bad-research)

[Bad research doesn't cost time — it costs decisions](/learn/cost-bad-research)

[8 min](/learn/cost-bad-research)

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[ read](/learn/cost-bad-research)

[![](/images/marketing/learn/compliance-arms-race.jpg)](/learn/compliance-arms-race)

[deep diveNew](/learn/compliance-arms-race)

### [The Compliance Arms Race](/learn/compliance-arms-race)

[Why only one side has modernised — and what to do about it](/learn/compliance-arms-race)

[15 min](/learn/compliance-arms-race)

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[ read](/learn/compliance-arms-race)

[![](/images/marketing/learn/ai-due-diligence-bottlenecks.jpg)](/learn/ai-due-diligence-bottlenecks)

[deep diveNew](/learn/ai-due-diligence-bottlenecks)

### [How AI Can Fix Due Diligence Bottlenecks](/learn/ai-due-diligence-bottlenecks)

[The $206B problem and how agentic AI changes the economics](/learn/ai-due-diligence-bottlenecks)

[15 min](/learn/ai-due-diligence-bottlenecks)

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[ read](/learn/ai-due-diligence-bottlenecks)

[![](/images/marketing/learn/ai-aml-screening.jpg)](/learn/ai-aml-screening)

[deep diveNew](/learn/ai-aml-screening)

### [AI-Powered AML Screening](/learn/ai-aml-screening)

[From alert overload to intelligent risk detection](/learn/ai-aml-screening)

[12 min](/learn/ai-aml-screening)

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[ read](/learn/ai-aml-screening)

[![](/images/marketing/learn/bsa-officer-ai-concerns.jpg)](/learn/bsa-officer-ai-concerns)

[guideNew](/learn/bsa-officer-ai-concerns)

### [BSA Officer AI Concerns: Answered](/learn/bsa-officer-ai-concerns)

[Transparency, accountability, reliability, and oversight](/learn/bsa-officer-ai-concerns)

[10 min](/learn/bsa-officer-ai-concerns)

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[ read](/learn/bsa-officer-ai-concerns)

[![](/images/marketing/learn/vendor-dd-with-ai.jpg)](/learn/vendor-dd-with-ai)

[guideNew](/learn/vendor-dd-with-ai)

### [Vendor Due Diligence with AI](/learn/vendor-dd-with-ai)

[Faster, smarter, and more reliable risk management](/learn/vendor-dd-with-ai)

[12 min](/learn/vendor-dd-with-ai)

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[ read](/learn/vendor-dd-with-ai)

[![](/images/marketing/learn/incorporation-document-verification.jpg)](/learn/incorporation-document-verification)

[guideNew](/learn/incorporation-document-verification)

### [Incorporation Document Verification](/learn/incorporation-document-verification)

[Cut delays without cutting corners](/learn/incorporation-document-verification)

[10 min](/learn/incorporation-document-verification)

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[ read](/learn/incorporation-document-verification)

[![](/images/marketing/learn/address-verification-kyb-kyc.jpg)](/learn/address-verification-kyb-kyc)

[guideNew](/learn/address-verification-kyb-kyc)

### [Address Verification in KYB & KYC](/learn/address-verification-kyb-kyc)

[Eliminating the weakest link in compliance](/learn/address-verification-kyb-kyc)

[10 min](/learn/address-verification-kyb-kyc)

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[ read](/learn/address-verification-kyb-kyc)

[![](/images/marketing/learn/why-dd-takes-40-hours.jpg)](/learn/why-dd-takes-40-hours)

[deep dive](/learn/why-dd-takes-40-hours)

### [Why Due Diligence Takes 40+ Hours](/learn/why-dd-takes-40-hours)

[The anatomy of a broken process and how to fix it](/learn/why-dd-takes-40-hours)

[12 min](/learn/why-dd-takes-40-hours)

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[ read](/learn/why-dd-takes-40-hours)

[![](/images/marketing/learn/hidden-costs-bad-vendor-data.jpg)](/learn/hidden-costs-bad-vendor-data)

[deep dive](/learn/hidden-costs-bad-vendor-data)

### [Hidden Costs of Bad Vendor Data](/learn/hidden-costs-bad-vendor-data)

[What bad data really costs your compliance programme](/learn/hidden-costs-bad-vendor-data)

[10 min](/learn/hidden-costs-bad-vendor-data)

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[ read](/learn/hidden-costs-bad-vendor-data)

[![](/images/marketing/learn/sanctions-screening-failures.jpg)](/learn/sanctions-screening-failures)

[deep dive](/learn/sanctions-screening-failures)

### [Sanctions Screening Failures](/learn/sanctions-screening-failures)

[Common gaps exposed in enforcement actions](/learn/sanctions-screening-failures)

[10 min](/learn/sanctions-screening-failures)

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[ read](/learn/sanctions-screening-failures)

[![](/images/marketing/learn/aml-research-gaps.jpg)](/learn/aml-research-gaps)

[deep dive](/learn/aml-research-gaps)

### [AML Research Gaps Your Team Is Missing](/learn/aml-research-gaps)

[Predictable blind spots and how to close them](/learn/aml-research-gaps)

[12 min](/learn/aml-research-gaps)

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[ read](/learn/aml-research-gaps)

[![](/images/marketing/learn/vendor-due-diligence-checklist.jpg)](/learn/vendor-due-diligence-checklist)

[guide](/learn/vendor-due-diligence-checklist)

### [Vendor Due Diligence Checklist](/learn/vendor-due-diligence-checklist)

[Everything to verify before onboarding a new vendor](/learn/vendor-due-diligence-checklist)

[8 min](/learn/vendor-due-diligence-checklist)

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[ read](/learn/vendor-due-diligence-checklist)

[![](/images/marketing/learn/portfolio-monitoring-guide.jpg)](/learn/portfolio-monitoring-guide)

[tutorial](/learn/portfolio-monitoring-guide)

### [Portfolio Monitoring Guide](/learn/portfolio-monitoring-guide)

[Continuous oversight for ongoing compliance](/learn/portfolio-monitoring-guide)

[10 min](/learn/portfolio-monitoring-guide)

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[ read](/learn/portfolio-monitoring-guide)

[![](/images/marketing/learn/prospect-research-workflow.jpg)](/learn/prospect-research-workflow)

[tutorial](/learn/prospect-research-workflow)

### [Prospect Research Workflow](/learn/prospect-research-workflow)

[Build qualified lists with AI-powered research](/learn/prospect-research-workflow)

[8 min](/learn/prospect-research-workflow)

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[ read](/learn/prospect-research-workflow)

[![](/images/marketing/learn/executive-background-checks.jpg)](/learn/executive-background-checks)

[tutorial](/learn/executive-background-checks)

### [Executive Background Checks](/learn/executive-background-checks)

[Hiring due diligence done properly](/learn/executive-background-checks)

[8 min](/learn/executive-background-checks)

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[ read](/learn/executive-background-checks)

[![](/images/marketing/learn/investment-memo-guide.jpg)](/learn/investment-memo-guide)

[tutorial](/learn/investment-memo-guide)

### [Investment Memo Guide](/learn/investment-memo-guide)

[AI-powered research for investment decisions](/learn/investment-memo-guide)

[10 min](/learn/investment-memo-guide)

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[ read](/learn/investment-memo-guide)

## Ready to Put This Into Practice?

Grep delivers the research capabilities discussed across these articles. Try it free and see the difference AI-powered compliance makes.

[Try Grep Free](/research)[See How We Compare](/compare/grep-vs-manual-research)