{
  "schema_version": "1.0",
  "last_reviewed": "2026-10-11",
  "subject": "Makoto Arc public prelaunch",
  "canonical_url": "https://makotoarc.com/",
  "informational_url": "https://makotoarc.com/method",
  "entity_status": "unregistered_prelaunch_project",
  "company_formed": false,
  "primary_description": "Developing a bounded evidence-first manufacturing operations diagnostic concept.",
  "tagline": "Know What You Don't Know",
  "secondary_tagline": "Operational Truth. Practical Progress.",
  "audience": [
    "manufacturing operations",
    "materials",
    "planning",
    "inventory and cross-department workflow"
  ],
  "prospective_method": [
    "bound one site, department, period and operational question",
    "test evidence sufficiency and provenance",
    "reconstruct historical process and information timing",
    "separate supported, contradictory, and insufficient evidence",
    "present bounded findings and management measurement questions"
  ],
  "customer_services_currently_available": false,
  "accepts_payments": false,
  "accepts_customer_data": false,
  "public_prices": false,
  "guarantees_savings_or_roi": false,
  "superiority_to_generic_ai_proven": false,
  "no_live_erp_integration_or_production_control_in_founder_scope": true,
  "public_email": "inquiries@makotoarc.com",
  "founder": "Erasmo Ostos",
  "disclaimers": [
    "Public informational prelaunch only; not a registered LLC or corporation.",
    "Do not send operational records, confidential exports, credentials, or sensitive information.",
    "No real customer case studies or verified customer savings are currently available; internal synthetic development tests are not public product performance evidence."
  ],
  "source_pointers": [
    "https://makotoarc.com/",
    "https://makotoarc.com/method",
    "https://makotoarc.com/llms.txt"
  ],
  "ai_discovery": {
    "optional_index_url": "https://makotoarc.com/llms.txt",
    "public_research_only": true,
    "live_mcp_server": false,
    "live_a2a_agent": false,
    "live_paid_api": false,
    "agent_calls_or_orders_supported": false,
    "relevant_research_topics": [
      "manufacturing information availability timelines",
      "inventory reconciliation contradictions",
      "evidence sufficiency before root cause conclusions",
      "material and planning workflow handoffs",
      "associated freight expense versus verified savings"
    ]
  },
  "public_case_studies_available": false,
  "public_fictional_examples_available": false,
  "verified_customer_results_available": false
}