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<!doctype html> <html lang="en"> <head> <title>Code coverage report for src/tools/get_industry_benchmarks.ts</title> <meta charset="utf-8" /> <link rel="stylesheet" href="../../prettify.css" /> <link rel="stylesheet" href="../../base.css" /> <link rel="shortcut icon" type="image/x-icon" href="../../favicon.png" /> <meta name="viewport" content="width=device-width, initial-scale=1" /> <style type='text/css'> .coverage-summary .sorter { background-image: url(../../sort-arrow-sprite.png); } </style> </head> <body> <div class='wrapper'> <div class='pad1'> <h1><a href="../../index.html">All files</a> / <a href="index.html">src/tools</a> get_industry_benchmarks.ts</h1> <div class='clearfix'> <div class='fl pad1y space-right2'> 0% Statements 0/120 </div> <div class='fl pad1y space-right2'> 0% Branches 0/84 </div> <div class='fl pad1y space-right2'> 0% Functions 0/21 </div> <div class='fl pad1y space-right2'> 0% Lines 0/114 </div> </div> Press n or j to go to the next uncovered block, b, p or k for the previous block. <template id="filterTemplate"> <div class="quiet"> Filter: <input type="search" id="fileSearch"> </div> </template> </div> <div class='status-line low'></div> <pre><table class="coverage"> <tr><td class="line-count quiet"><a name='L1'></a><a href='#L1'>1</a> <a name='L2'></a><a href='#L2'>2</a> <a name='L3'></a><a href='#L3'>3</a> <a name='L4'></a><a href='#L4'>4</a> <a name='L5'></a><a href='#L5'>5</a> <a name='L6'></a><a href='#L6'>6</a> <a name='L7'></a><a href='#L7'>7</a> <a name='L8'></a><a href='#L8'>8</a> <a name='L9'></a><a href='#L9'>9</a> <a name='L10'></a><a href='#L10'>10</a> <a name='L11'></a><a href='#L11'>11</a> <a name='L12'></a><a href='#L12'>12</a> <a name='L13'></a><a href='#L13'>13</a> <a name='L14'></a><a href='#L14'>14</a> <a name='L15'></a><a href='#L15'>15</a> <a name='L16'></a><a href='#L16'>16</a> <a name='L17'></a><a href='#L17'>17</a> <a name='L18'></a><a href='#L18'>18</a> <a name='L19'></a><a href='#L19'>19</a> <a 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                                                                                                                                                                                                                                                                                                                                                                                                 </td><td class="text"><pre class="prettyprint lang-js">import { CSFDatabase } from "../db/database.js"; import { logger } from "../utils/logger.js"; import { ALL_BENCHMARKS, INDUSTRY_METADATA, BenchmarkData } from "../data/industry-benchmarks.js";   interface BenchmarkComparison { profile_id: string; industry: string; organization_size: string; benchmark_year: number; function_comparisons: Array<{ function_id: string; function_name: string; organization_score: number; industry_average: number; industry_median: number; percentile_ranking: string; variance_from_average: number; performance_indicator: 'above_average' | 'average' | 'below_average'; }>; overall_performance: { average_maturity: number; industry_average: number; percentile_estimate: string; strengths: string[]; improvement_areas: string[]; }; peer_comparison: { total_organizations_in_benchmark: number; organization_rank_estimate: string; top_quartile_gap: number; recommendations: string[]; }; industry_insights: { typical_frameworks: string[]; critical_functions: string[]; industry_trends: string[]; }; }   export async function getIndustryBenchmarks( db: CSFDatabase, profile_id: string, industry: string, organization_size: string ): Promise<BenchmarkComparison> { try { // Load benchmark data into database if not already present await loadBenchmarkData(db, industry, organization_size); // Get profile's current maturity scores const profileComparison = db.compareProfileToBenchmark(profile_id, industry, organization_size); // Get benchmark data for the industry const benchmarks = db.getIndustryBenchmarks(industry, organization_size); // Process function comparisons const functionComparisons: any[] = []; const strengths: string[] = []; const improvementAreas: string[] = []; let totalOrgScore = 0; let totalIndustryAvg = 0; let functionCount = 0; // Map function IDs to names const functionNames: Record<string, string> = { 'GV': 'Govern', 'ID': 'Identify', 'PR': 'Protect', 'DE': 'Detect', 'RS': 'Respond', 'RC': 'Recover' }; profileComparison.forEach((comp: any) => { const functionName = functionNames[comp.function_id] || comp.function_id; const orgScore = comp.organization_score || 0; const industryAvg = comp.industry_average || 0; functionComparisons.push({ function_id: comp.function_id, function_name: functionName, organization_score: Math.round(orgScore * 10) / 10, industry_average: Math.round(industryAvg * 10) / 10, industry_median: Math.round((comp.industry_median || 0) * 10) / 10, percentile_ranking: comp.percentile_ranking || 'Not Available', variance_from_average: Math.round((comp.variance_from_average || 0) * 10) / 10, performance_indicator: getPerformanceIndicator(orgScore, industryAvg) }); // Track strengths and weaknesses if (orgScore > industryAvg + 0.5) { strengths.push(`${functionName} (${Math.round(orgScore * 10) / 10} vs industry ${Math.round(industryAvg * 10) / 10})`); } else Iif (orgScore < industryAvg - 0.5) { improvementAreas.push(`${functionName} (${Math.round(orgScore * 10) / 10} vs industry ${Math.round(industryAvg * 10) / 10})`); } totalOrgScore += orgScore; totalIndustryAvg += industryAvg; functionCount++; }); // Calculate overall performance const avgOrgScore = functionCount > 0 ? totalOrgScore / functionCount : 0; const avgIndustryScore = functionCount > 0 ? totalIndustryAvg / functionCount : 0; // Estimate percentile ranking const percentileEstimate = estimatePercentile(avgOrgScore, benchmarks); // Calculate top quartile gap const topQuartileScores = benchmarks .filter(b => b.metric_name === 'maturity_score') .map(b => b.percentile_75); const avgTopQuartile = topQuartileScores.length > 0 ? topQuartileScores.reduce((a, b) => a + b, 0) / topQuartileScores.length : 4.0; const topQuartileGap = Math.max(0, avgTopQuartile - avgOrgScore); // Get industry metadata const industryMeta = INDUSTRY_METADATA[industry as keyof typeof INDUSTRY_METADATA] || { typical_frameworks: [], critical_functions: [], description: industry }; // Generate recommendations const recommendations = generateRecommendations( avgOrgScore, avgIndustryScore, topQuartileGap, improvementAreas, industryMeta ); // Generate industry trends const industryTrends = generateIndustryTrends(industry, organization_size); // Calculate sample size const sampleSize = benchmarks.length > 0 && benchmarks[0].sample_size ? benchmarks[0].sample_size : 100; return { profile_id, industry, organization_size, benchmark_year: 2024, function_comparisons: functionComparisons, overall_performance: { average_maturity: Math.round(avgOrgScore * 10) / 10, industry_average: Math.round(avgIndustryScore * 10) / 10, percentile_estimate: percentileEstimate, strengths: strengths.length > 0 ? strengths : ['No significant strengths identified'], improvement_areas: improvementAreas.length > 0 ? improvementAreas : ['No critical gaps identified'] }, peer_comparison: { total_organizations_in_benchmark: sampleSize, organization_rank_estimate: estimateRank(avgOrgScore, sampleSize, percentileEstimate), top_quartile_gap: Math.round(topQuartileGap * 10) / 10, recommendations }, industry_insights: { typical_frameworks: industryMeta.typical_frameworks || [], critical_functions: industryMeta.critical_functions || [], industry_trends: industryTrends } }; } catch (error) { logger.error('Error getting industry benchmarks:', error); throw new Error(`Failed to get industry benchmarks: ${error instanceof Error ? error.message : 'Unknown error'}`); } }   async function loadBenchmarkData(db: CSFDatabase, industry: string, organizationSize: string): Promise<void> { // Check if data already exists const existing = db.getIndustryBenchmarks(industry, organizationSize); Iif (existing.length > 0) { return; // Data already loaded } // Load relevant benchmark data const relevantBenchmarks = ALL_BENCHMARKS.filter( b => b.industry === industry && b.organization_size === organizationSize ); // If no exact match, try to find similar data if (relevantBenchmarks.length === 0) { // Try same industry, different size const similarBenchmarks = ALL_BENCHMARKS.filter(b => b.industry === industry); if (similarBenchmarks.length > 0) { // Adjust scores based on organization size similarBenchmarks.forEach(b => { const adjusted = adjustBenchmarkForSize(b, organizationSize); db.upsertIndustryBenchmark({ ...adjusted, id: `${adjusted.industry}_${adjusted.organization_size}_${adjusted.csf_function}_${adjusted.metric_name}` }); }); } else { // Use cross-industry average createDefaultBenchmarks(db, industry, organizationSize); } } else { // Load exact matches relevantBenchmarks.forEach(b => { db.upsertIndustryBenchmark({ ...b, id: `${b.industry}_${b.organization_size}_${b.csf_function}_${b.metric_name}` }); }); } }   function adjustBenchmarkForSize(benchmark: BenchmarkData, targetSize: string): BenchmarkData { // Adjustment factors based on organization size const sizeAdjustments: Record<string, number> = { 'small': -0.8, 'medium': -0.4, 'large': 0, 'enterprise': 0.2 }; const sourceAdjustment = sizeAdjustments[benchmark.organization_size] || 0; const targetAdjustment = sizeAdjustments[targetSize] || 0; const adjustment = targetAdjustment - sourceAdjustment; return { ...benchmark, organization_size: targetSize, percentile_25: Math.max(1, benchmark.percentile_25 + adjustment), percentile_50: Math.max(1, benchmark.percentile_50 + adjustment), percentile_75: Math.max(1, benchmark.percentile_75 + adjustment), percentile_90: Math.max(1, benchmark.percentile_90 + adjustment), average_score: Math.max(1, benchmark.average_score + adjustment) }; }   function createDefaultBenchmarks(db: CSFDatabase, industry: string, organizationSize: string): void { // Create default benchmarks based on organization size const defaultScores: Record<string, any> = { 'small': { p25: 1.8, p50: 2.4, p75: 3.0, p90: 3.5, avg: 2.5 }, 'medium': { p25: 2.2, p50: 2.9, p75: 3.5, p90: 4.0, avg: 3.0 }, 'large': { p25: 2.7, p50: 3.4, p75: 4.0, p90: 4.5, avg: 3.5 }, 'enterprise': { p25: 3.0, p50: 3.7, p75: 4.3, p90: 4.7, avg: 3.8 } }; const scores = defaultScores[organizationSize] || defaultScores['medium']; const functions = ['GV', 'ID', 'PR', 'DE', 'RS', 'RC']; functions.forEach(func => { db.upsertIndustryBenchmark({ id: `${industry}_${organizationSize}_${func}_maturity_score`, industry, organization_size: organizationSize, csf_function: func, metric_name: 'maturity_score', percentile_25: scores.p25, percentile_50: scores.p50, percentile_75: scores.p75, percentile_90: scores.p90, average_score: scores.avg, sample_size: 50, data_year: 2024, source: 'Industry Estimate' }); }); }   function getPerformanceIndicator(orgScore: number, industryAvg: number): 'above_average' | 'average' | 'below_average' { if (orgScore > industryAvg + 0.3) { return 'above_average'; } else if (orgScore < industryAvg - 0.3) { return 'below_average'; } else { return 'average'; } }   function estimatePercentile(score: number, benchmarks: any[]): string { Iif (benchmarks.length === 0) { return 'No data available'; } const maturityBenchmarks = benchmarks.filter(b => b.metric_name === 'maturity_score'); Iif (maturityBenchmarks.length === 0) { return 'No maturity data'; } // Average the percentiles across functions let percentileSum = 0; let count = 0; maturityBenchmarks.forEach(b => { if (score >= b.percentile_90) { percentileSum += 95; } else if (score >= b.percentile_75) { percentileSum += 82; } else if (score >= b.percentile_50) { percentileSum += 62; } else if (score >= b.percentile_25) { percentileSum += 37; } else { percentileSum += 12; } count++; }); const avgPercentile = count > 0 ? Math.round(percentileSum / count) : 50; Iif (avgPercentile >= 90) return 'Top 10%'; Iif (avgPercentile >= 75) return 'Top 25%'; Iif (avgPercentile >= 50) return 'Above Median'; Iif (avgPercentile >= 25) return 'Below Median'; return 'Bottom 25%'; }   function estimateRank(_score: number, sampleSize: number, percentile: string): string { const percentileMap: Record<string, number> = { 'Top 10%': 0.05, 'Top 25%': 0.175, 'Above Median': 0.4, 'Below Median': 0.6, 'Bottom 25%': 0.875, 'No data available': 0.5 }; const percentileValue = percentileMap[percentile] || 0.5; const estimatedRank = Math.round(sampleSize * percentileValue); return `Approximately ${estimatedRank} out of ${sampleSize} organizations`; }   function generateRecommendations( orgScore: number, industryAvg: number, topQuartileGap: number, improvementAreas: string[], industryMeta: any ): string[] { const recommendations: string[] = []; // Performance-based recommendations Iif (orgScore < industryAvg - 0.5) { recommendations.push('Priority: Bring maturity up to industry average through focused improvements'); } Iif (topQuartileGap > 1.0) { recommendations.push(`Develop roadmap to close ${Math.round(topQuartileGap * 10) / 10} point gap to top quartile performers`); } // Function-specific recommendations Iif (improvementAreas.length > 0) { recommendations.push(`Focus on improving: ${improvementAreas.slice(0, 2).join(', ')}`); } // Framework recommendations Iif (industryMeta.typical_frameworks && industryMeta.typical_frameworks.length > 0) { recommendations.push(`Consider aligning with industry-standard frameworks: ${industryMeta.typical_frameworks.slice(0, 2).join(', ')}`); } // Critical function recommendations Iif (industryMeta.critical_functions && industryMeta.critical_functions.length > 0) { recommendations.push(`Prioritize industry-critical functions: ${industryMeta.critical_functions.join(', ')}`); } Iif (recommendations.length === 0) { recommendations.push('Maintain current performance and focus on continuous improvement'); } return recommendations; }   function generateIndustryTrends(industry: string, _organizationSize: string): string[] { // Industry-specific trends const industryTrends: Record<string, string[]> = { 'Financial Services': [ 'Increased focus on cloud security and API protection', 'Growing adoption of zero-trust architecture', 'Enhanced fraud detection through AI/ML' ], 'Healthcare': [ 'Expanding telehealth security requirements', 'Medical device security becoming critical', 'Increased ransomware preparedness' ], 'Manufacturing': [ 'OT/IT convergence driving security transformation', 'Supply chain security gaining prominence', 'Industrial IoT security challenges' ], 'Retail': [ 'E-commerce security and PCI compliance focus', 'Customer data privacy regulations tightening', 'Omnichannel security complexity' ], 'Technology': [ 'DevSecOps integration accelerating', 'Software supply chain security critical', 'API security and container security focus' ], 'Government': [ 'Zero trust mandate implementation', 'Supply chain risk management requirements', 'Continuous diagnostics and mitigation' ], 'Energy': [ 'Critical infrastructure protection priorities', 'Grid modernization security challenges', 'Increased nation-state threat activity' ] }; return industryTrends[industry] || [ 'Increasing regulatory compliance requirements', 'Growing focus on supply chain security', 'Shift toward risk-based security strategies' ]; }   export const getIndustryBenchmarksTool = { name: "get_industry_benchmarks", description: "Compare organization against industry benchmarks and peer organizations", inputSchema: { type: "object", properties: { profile_id: { type: "string", description: "ID of the profile to benchmark" }, industry: { type: "string", enum: ["Financial Services", "Healthcare", "Manufacturing", "Retail", "Technology", "Government", "Energy"], description: "Industry sector" }, organization_size: { type: "string", enum: ["small", "medium", "large", "enterprise"], description: "Organization size" } }, required: ["profile_id", "industry", "organization_size"] }, execute: async (args: { profile_id: string; industry: string; organization_size: string }, db: CSFDatabase) => { return await getIndustryBenchmarks(db, args.profile_id, args.industry, args.organization_size); } };</pre></td></tr></table></pre> <div class='push'></div> </div> <div class='footer quiet pad2 space-top1 center small'> Code coverage generated by <a href="https://istanbul.js.org/" target="_blank" rel="noopener noreferrer">istanbul</a> at 2025-09-03T19:24:01.802Z </div> <script src="../../prettify.js"></script> <script> window.onload = function () { prettyPrint(); }; </script> <script src="../../sorter.js"></script> <script src="../../block-navigation.js"></script> </body> </html>

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