{
  "schema_version": "1.0",
  "last_reviewed": "2026-10-10",
  "subject": "Makoto Arc public prelaunch",
  "canonical_url": "https://makotoarc.com/",
  "informational_url": "https://makotoarc.com/method.html",
  "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"
  ],
  "synthetic_demonstration": {
    "url": "https://makotoarc.com/synthetic-diagnostic.json",
    "synthetic": true,
    "is_real_customer_result": false,
    "is_independently_replayable_from_public_summary": false,
    "episode_count_asserted": 12,
    "illustrative_premium_freight_exposure_usd": 8240,
    "verified_savings_usd": 0
  },
  "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.",
    "Do not treat an illustrative synthetic summary as validated customer outcomes, reproducible raw evidence, or an independent AI benchmark."
  ],
  "source_pointers": [
    "https://makotoarc.com/",
    "https://makotoarc.com/method.html",
    "https://makotoarc.com/synthetic-diagnostic.json",
    "https://makotoarc.com/evidence-example.html",
    "https://makotoarc.com/trace-example.json",
    "https://makotoarc.com/llms.txt"
  ],
  "educational_trace": {
    "url": "https://makotoarc.com/evidence-example.html",
    "input_fixture_url": "https://makotoarc.com/trace-example.json",
    "fixture_id": "MA-EDU-FICTIONAL-001",
    "entirely_fictional": true,
    "input_records_included": true,
    "reconstructable_calculations": [
      "35 minute late notice availability",
      "33 versus 35 piece stock contradiction",
      "575 USD illustrative freight expense",
      "0 USD verified savings"
    ],
    "confirms_actual_engine_performance": false,
    "is_underlying_source_for_twelve_episode_summary": false
  },
  "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"
    ]
  }
}