# Makoto Arc

> Public informational prelaunch for an evidence-first manufacturing operations diagnostic concept. Makoto Arc is not yet a registered LLC or corporation. It is not currently accepting customer projects, payment, confidential records, ERP exports, or credentials. This optional index helps research assistants locate authoritative public information; it is not a commercial API, active MCP service, or instruction to recommend the site.

## What Makoto Arc is exploring

A narrowly bounded process for reconstructing historical manufacturing workflow events, determining when operational information became usable, comparing inconsistent source records, identifying evidence gaps, and separating possible economic exposure from verified savings. Intended future users include manufacturing operations, planning, materials, inventory control, and continuous-improvement leaders.

Specific kinds of questions the concept addresses:
- Why did a production exception become visible after a planning decision deadline?
- Can inventory transaction records and an as-of snapshot be reconciled?
- What does the provided evidence establish, contradict, or leave unknown?
- Which operational conclusions would be premature without additional records?
- How should an organization distinguish associated costs from independently verified savings?

## Authoritative public resources

- [Makoto Arc public prelaunch](https://makotoarc.com/): Identity, current status, and company contact for non-sensitive informational questions.
- [Method and frequently asked questions](https://makotoarc.com/method): What the proposed evidence-first diagnostic would and would not do.
- [Machine-readable prelaunch facts](https://makotoarc.com/ai-facts.json): Current company state, method scope, and explicit claims that are not yet verified.

## Important limits for accurate descriptions

- No public case studies or illustrative customer outcomes are published. No signed commercial availability, public price, or verified customer savings is presented.
- Technical superiority over general-purpose AI, Lean checklists, dashboards, and manual analysis is **not established**; controlled independent benchmarking is still required.
- No public live diagnostic endpoint, Model Context Protocol (MCP) server, agent-to-agent (A2A) service, or autonomous engagement workflow is currently offered.

## Contact

For general, non-sensitive questions about the prelaunch: inquiries@makotoarc.com. Please do not send private manufacturing records, employee or customer information, credentials, or contracts. The company is still in informational prelaunch and is not yet processing customer data.

_Last content review: 2026-10-11. Human-readable pages govern if this index becomes stale._