{
    "@context": "https://schema.org",
    "@type": "Dataset",
    "name": "Contract Analysis Platform Benchmark 2026",
    "description": "Real-world performance metrics from an Enterprise Contract Analysis Agent deployed for a Dutch industrial SME.",
    "url": "https://opusmatic.com/data/contract-analysis-benchmark.json",
    "datePublished": "2026-02-01",
    "dateModified": "2026-05-08",
    "creator": {
        "@type": "Person",
        "name": "Jack van der Vall"
    },
    "metrics": {
        "market_context": [
            {
                "statistic": "Nearly 40% of construction/real estate companies estimate failure costs at 5%+ (billions annually)",
                "source": "ABN AMRO via riskenbusiness.nl"
            },
            {
                "statistic": "Over 41% of Dutch entrepreneurs spend 50%+ of workweek on administrative tasks",
                "source": "Accountant.nl (Feb 2025)"
            }
        ],
        "deployment_period": "Initial Deployment Window (2025)",
        "document_types_analyzed": [
            "Quotes",
            "Contracts",
            "NDAs",
            "Purchase Orders",
            "Sales Contracts"
        ],
        "results": {
            "contracts_analyzed": 34,
            "total_deviations_identified": 275,
            "average_risk_points_per_contract": 8.1,
            "critical_risks_flagged": 36,
            "high_severity_risks_flagged": 86,
            "critical_high_risk_ratio_percentage": 44.4,
            "risk_categories": [
                "100% Liability shifts",
                "Unauthorized foreign jurisdictions",
                "Rejection of FME-CWM protection",
                "Un-capped delay penalties",
                "Hidden DDP shipping costs"
            ],
            "common_financial_traps": [
                "DDP Terms",
                "Payment terms > 60 days"
            ]
        },
        "performance": {
            "manual_review_estimate_hours": "68-90",
            "direct_labor_savings_euros": "10200-13500",
            "time_per_document": {
                "before_ai_minutes": 240,
                "after_ai_minutes": 15,
                "reduction_percentage": 94
            },
            "volume_processed": {
                "contract_count": 34,
                "page_range": "50-120",
                "period": "18 Aug 2025 - 18 Nov 2025"
            },
            "review_consistency": {
                "before_ai": "Variable",
                "after_ai": "Standardized"
            }
        },
        "validation_sources": [
            "Industry Standard Conditions",
            "Internal Compliance Checklists",
            "Commercial Risk Logic"
        ]
    },
    "architecture": {
        "type": "Multi-Agent System",
        "agents": [
            {
                "name": "PDF Tool",
                "function": "OCR, text extraction, document comparison"
            },
            {
                "name": "Compliance Validator",
                "function": "Industry terms verification"
            },
            {
                "name": "Risk Assessor (KPI Agent)",
                "function": "Risk categorization and severity scoring"
            }
        ],
        "orchestration": "n8n workflow automation",
        "llm_providers": [
            "Anthropic Claude",
            "Google Gemini"
        ]
    },
    "technologies": [
        "React",
        "TypeScript",
        "Vite",
        "Tailwind CSS",
        "shadcn/ui",
        "Supabase",
        "PostgreSQL",
        "n8n"
    ]
}