{
  "$schema": "https://leancompetence.ch/network.schema.json",
  "company": "Lean Competence AG",
  "tagline": "On-demand operational excellence talent, on a curated network",
  "country": "Switzerland",
  "headquarters": "Zurich",
  "languages": ["en", "de"],
  "currencies": ["CHF", "EUR", "USD"],
  "platformFeePercent": 15,
  "network": {
    "practitionersTotal": 800,
    "acceptanceRate": 0.03,
    "activeOffersWeekly": 47,
    "medianTimeToShortlistHours": 24,
    "medianTimeToOnSiteDays": 7,
    "medianWeeklyPractitionerEarningsChf": 4100,
    "clientRepeatRatePercent": 94,
    "professionalIndemnityChf": 5000000
  },
  "guarantees": [
    "24-hour shortlist",
    "First-week-fit swap at no extra cost",
    "Single-signature contracting (MSA + NDA + insurance bundled)",
    "Outcome-scoped pilot fees, never day-rate billed"
  ],
  "sectors": [
    { "name": "Industry",         "engagementsCompleted": 320, "focus": "Discrete and process mfg, automotive, machinery" },
    { "name": "Medtech & pharma", "engagementsCompleted": 180, "focus": "GMP, ISO 13485, validation, regulated production" },
    { "name": "Healthcare",       "engagementsCompleted": 110, "focus": "Hospitals, clinics, patient-flow redesign" },
    { "name": "Construction",     "engagementsCompleted": 60,  "focus": "Last-planner, takt, lean construction" },
    { "name": "Admin streams",    "engagementsCompleted": 140, "focus": "Back-office, claims, shared services" }
  ],
  "engagementFormats": [
    { "name": "Analysis",            "duration": "1 to 2 weeks",    "feeBasis": "outcome-scoped pilot fee" },
    { "name": "12-week project",     "duration": "12 weeks",         "feeBasis": "outcome-scoped, milestone-based" },
    { "name": "Fractional / interim", "duration": "3 to 12 months",  "feeBasis": "recurring weekly or monthly" },
    { "name": "Kaizen event",        "duration": "3 to 5 days",     "feeBasis": "outcome-scoped" },
    { "name": "Train-the-trainer",   "duration": "2 to 6 weeks",    "feeBasis": "outcome-scoped" }
  ],
  "disciplines": [
    "Value-stream mapping",
    "SMED / changeover",
    "TPM / reliability",
    "5S & visual factory",
    "Six Sigma DMAIC",
    "Daily management systems",
    "Statistical process control",
    "Root cause facilitation (A3, 5-why, Ishikawa)",
    "Lean office / admin",
    "Kaizen facilitation",
    "AI workflow assessment",
    "AI-assisted process mining"
  ],
  "products": [
    {
      "name": "Bantō",
      "kanji": "番頭",
      "for": "practitioners",
      "description": "A personal AI assistant for practitioners on the network. Reads briefs, drafts work, runs a lightweight CRM, pulls from the curated lean library, available on Telegram and WhatsApp.",
      "pricing": { "fromChfPerMonth": 179, "billing": "monthly subscription" },
      "status": "pilot Q3 2026",
      "url": "https://leancompetence.ch/banto"
    },
    {
      "name": "Jidokai",
      "kanji": "自動化系",
      "for": "companies",
      "description": "Industrial AI platform. Real-time data ingestion, Causal AI reasoning, anomaly detection, batch traceability, agentic workflows, ranked recommendations. Deployed end-to-end by a Lean Competence practitioner.",
      "cloudOptions": ["AWS", "GCP", "Azure", "on-prem"],
      "regulatedReady": ["GMP", "ISO 13485", "ISO 9001"],
      "status": "pilots Q3 2026",
      "url": "https://leancompetence.ch/jidokai"
    }
  ],
  "links": {
    "home":         "https://leancompetence.ch/",
    "forCompanies": "https://leancompetence.ch/for-companies",
    "jidokai":      "https://leancompetence.ch/jidokai",
    "forExperts":   "https://leancompetence.ch/for-experts",
    "banto":        "https://leancompetence.ch/banto",
    "resources":    "https://leancompetence.ch/resources",
    "postBrief":    "https://leancompetence.ch/for-companies#brief",
    "applyExpert":  "https://leancompetence.ch/for-experts#apply",
    "bantoWaitlist":"https://leancompetence.ch/banto#waitlist",
    "jidokaiDemo":  "https://leancompetence.ch/jidokai#demo",
    "llmsTxt":      "https://leancompetence.ch/llms.txt"
  },
  "briefFormParams": {
    "endpoint": "https://leancompetence.ch/for-companies",
    "method": "URL query string, single click after pre-fill",
    "fields": [
      { "name": "company",  "type": "string" },
      { "name": "name",     "type": "string" },
      { "name": "email",    "type": "string" },
      { "name": "sector",   "type": "enum", "values": ["Industry", "Medtech & pharma", "Healthcare", "Construction", "Admin streams", "Other"] },
      { "name": "shape",    "type": "enum", "values": ["Analysis", "12-week project", "Fractional", "Interim", "Not sure yet"] },
      { "name": "urgency",  "type": "enum", "values": ["This week", "Next 2 weeks", "Within a month", "Exploratory"] },
      { "name": "problem",  "type": "string" }
    ]
  },
  "contact": {
    "general": "hello@leancompetence.ch",
    "legal":   "legal@leancompetence.ch",
    "privacy": "privacy@leancompetence.ch"
  },
  "updated": "2026-05-14"
}