15-20 sources per investigation

Due Diligence

In-depth background investigation for investment and compliance

Modern due diligence combines traditional database checks with AI-powered OSINT investigation. Seme verifies employment and education credentials, checks criminal and litigation records, analyzes digital presence and reputation, maps professional networks, and identifies undisclosed conflicts of interest — all with source-cited evidence and quantified confidence scores. Essential for investment decisions, M&A transactions, and regulatory compliance. Seme offers a three-tier investigation approach: Tier 1 (Automated Screening) queries government databases, sanctions lists, criminal records, court filings, and corporate registries for baseline risk assessment; Tier 2 (OSINT Investigation) adds comprehensive digital footprint analysis, social media presence evaluation, professional network mapping, media coverage review, and public records search; Tier 3 (Deep Research) adds multi-round AI investigation with cross-validation for high-stakes decisions. For investment due diligence, the system specifically verifies claimed exits (checking SEC filings, press releases, and acquisition records), validates board positions (cross-referencing corporate registries and LinkedIn), checks litigation history (searching court databases across jurisdictions), and identifies undisclosed conflicts of interest (mapping connections to portfolio companies and competitors). The structured output includes a risk assessment matrix with quantified confidence scores for each verified claim, making it directly usable in investment committee presentations and compliance filings.

Why AI-Driven Investigation

Traditional approaches to due diligence typically rely on manual review of limited data sources, taking days to weeks and prone to human oversight. Seme's AI-driven approach automates multi-round search, cross-validation, and structured report generation, reducing investigation time from days to 10-30 minutes while covering more data sources and providing an auditable evidence chain. The system covers an average of 15-20 independent sources per investigation, using the E1-E5 five-tier evidence classification system to evaluate the credibility of each finding.

In due diligence scenarios, the timeliness and accuracy of information are critical. Seme's real-time search capability ensures access to the latest available data, while multi-source cross-validation significantly reduces false positive rates. The platform's average trust score is 78%, meaning most investigation results are corroborated by multiple independent sources. For scenarios requiring higher confidence, the system supports manually adding additional search rounds to further improve verification coverage.

Workflow

Subject IdentificationStep 1Tier 1: Automated ScreeningStep 2Tier 2: OSINT InvestigationStep 3Tier 3: Deep ResearchStep 4

Key Statistics

25-50
Average Data Points
3
Investigation Tiers
34%
Red Flag Rate
15-60 min
Completion Time

Workflow

1

Subject Identification

Provide the subject's name, company, and any known background for investigation.

2

Tier 1: Automated Screening

Query government databases, sanctions lists, criminal records, court filings, and corporate registries.

3

Tier 2: OSINT Investigation

Collect digital footprint, social media presence, professional network, media coverage, and public records.

4

Tier 3: Deep Research

Multi-round AI investigation with cross-validation for high-stakes decisions.

Seme vs Traditional Methods

DimensionTraditionalSeme
Investigation Tiers1 (database only)3 (database + OSINT + deep research)
Evidence QualityUnverified database resultsE1-E5 classified with sources
Conflict DetectionManual reviewAI-powered network analysis

Specific Scenarios

Pre-Investment DD

Investigate startup founders, key personnel, and board members before making investment decisions.

M&A Investigation

Deep investigation of target company leadership — verify claimed achievements, check for undisclosed risks.

Regulatory Compliance

KYC/AML compliance screening with comprehensive source-cited evidence for financial institutions.

Compliance and Privacy

In due diligence scenarios, compliance is a core consideration. Seme only collects information from publicly available sources (OSINT), never accessing private databases or protected content. All investigation operations have complete audit logs, including search queries, sources accessed, and reports generated. The platform complies with GDPR data processing requirements and supports data export and deletion requests. For regulated industries (finance, healthcare, government), the system provides additional compliance report templates that automatically annotate investigation scope and methodology limitations.

Related Resources

Frequently Asked Questions

What due diligence tiers does Seme offer?

Seme offers three tiers: Tier 1 (Automated Screening) queries databases for criminal records, sanctions, and corporate filings. Tier 2 (OSINT Investigation) adds digital footprint and social media analysis. Tier 3 (Deep Research) adds multi-round AI investigation with cross-validation. Most investment decisions require Tier 2-3.