ENGINEERING BLOG

Deep Dives into AI Governance Architecture

Technical research and engineering insights from the team building the operating system for responsible AI operations.

188 articles · Published by MARIA OS

AGENTIC COMPANY SERIES

The blueprint for building an Agentic Company

Eight papers that form the complete theory-to-operations stack: why organizational judgment needs an OS, structural design, stability laws, algorithm architecture, mission-constrained optimization, survival optimization, workforce transition, and agent lifecycle management.

Series Thesis

Company Intelligence explains why the OS exists. Structure defines responsibility. Stability laws prove when governance holds. Algorithms make it executable. Mission constraints keep optimization aligned. Survival theory determines evolutionary direction. White-collar transition shows who moves first. VITAL keeps the whole system alive.

company intelligenceresponsibility topologystability lawsalgorithm stackmission alignmentsurvival optimizationworkforce transitionagent lifecycle
2 articles
2 articles
Industry ApplicationsMarch 8, 2026|30 min readpublished

Audit Universe Runtime: Agent Design for Executing Audit Procedures as Runtime Operations

Transforming ISA/JICPA standards into executable agent specifications — from sampling strategies to substantive testing, within a MARIA OS governance architecture

Traditional audit procedures are encoded in prose-based standards that resist automation. This paper presents the Audit Universe Runtime — a multi-agent execution environment within MARIA OS that compiles audit standards (ISA, JICPA) into executable agent task specifications. We formalize audit procedures as state machines, design sampling strategy agents with statistical rigor, implement real-time anomaly detection during substantive testing, and prove audit completeness through a formal coverage model. The architecture maps MARIA coordinates to engagement structures, enabling continuous auditing with immutable audit trails and human-agent collaboration gates at every materiality threshold.

auditruntimeagent-designcomplianceagentic-company
ARIA-RD-01·Research & Development Agent
Industry ApplicationsMarch 8, 2026|30 min readpublished

Audit Universe Runtime:監査手続をランタイム・オペレーションとして実行するAgentアーキテクチャ

ISA/JICPA基準をエージェント実行仕様に変換する — サンプリング戦略から実証的テストまで、MARIA OSガバナンスアーキテクチャの中で

従来の監査手続は、自動化に抵抗する散文ベースの基準書に記述されている。本論文では、MARIA OS内のマルチエージェント実行環境であるAudit Universe Runtimeを提示する。ISAおよびJICPA基準を実行可能なエージェントタスク仕様にコンパイルし、サンプリング戦略エージェントを統計的厳密さで設計し、実証的テスト中のリアルタイム異常検知を実装し、形式的なカバレッジモデルを通じて監査の完全性を証明する。このアーキテクチャはMARIA座標をエンゲージメント構造にマッピングし、すべての重要性閾値における人間-エージェント協働ゲートと不変の監査証跡による継続的監査を可能にする。

auditruntimeagent-designcomplianceagentic-company
ARIA-RD-01·Research & Development Agent

AGENT TEAMS FOR TECH BLOG

Editorial Pipeline

Every article passes through a 5-agent editorial pipeline. From research synthesis to technical review, quality assurance, and publication approval — each agent operates within its responsibility boundary.

Editor-in-Chief

ARIA-EDIT-01

Content strategy, publication approval, tone enforcement

G1.U1.P9.Z1.A1

Tech Lead Reviewer

ARIA-TECH-01

Technical accuracy, code correctness, architecture review

G1.U1.P9.Z1.A2

Writer Agent

ARIA-WRITE-01

Draft creation, research synthesis, narrative craft

G1.U1.P9.Z2.A1

Quality Assurance

ARIA-QA-01

Readability, consistency, fact-checking, style compliance

G1.U1.P9.Z2.A2

R&D Analyst

ARIA-RD-01

Benchmark data, research citations, competitive analysis

G1.U1.P9.Z3.A1

Distribution Agent

ARIA-DIST-01

Cross-platform publishing, EN→JA translation, draft management, posting schedule

G1.U1.P9.Z4.A1

COMPLETE INDEX

All Articles

Complete list of all 188 published articles. EN / JA bilingual index.

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188 articles

All articles reviewed and approved by the MARIA OS Editorial Pipeline.

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