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Business Systems vs Core Systems: 2026 Modernization Guide
RPA Engineer Career Redesign for the AI Era
Real Estate DX Roadmap by Business Domain
Real Estate DX Chaos Map 2026: Category SaaS Guide
Is RPA Obsolete? Redefining RPA in the Generative AI Era
10 Real Estate DX Startups Compared by Domain
Business Systems vs Core Systems: 2026 Modernization Guide
A practical guide for Japanese enterprises to clarify the difference between business systems and core (ERP) systems, with 2026 modernization criteria and AI integration architecture patterns.
RPA Engineer Career Redesign for the AI Era
We break down what RPA engineers actually do in 2026 and present a concrete roadmap to extend their skills toward generative AI and agent implementation, with skill maps and career strategies.
Real Estate DX Roadmap by Business Domain
We break down real estate DX into four domains: brokerage, property management, valuation, and contract. A practical roadmap for mid-sized firms.
Real Estate DX Chaos Map 2026: Category SaaS Guide
A consultant's guide to the 2026 Real Estate DX Chaos Map: SaaS categorized by brokerage, management, leasing, construction, and investment with selection criteria.
Is RPA Obsolete? Redefining RPA in the Generative AI Era
Is RPA really obsolete in 2026? We provide a consulting view on whether to keep, replace, or hybridize existing RPA assets in the era of generative AI and autonomous agents.
10 Real Estate DX Startups Compared by Domain
We classify 10 real estate DX startups by business domain and compare their funding, value proposition, and fit for enterprise buyers.
Anthropic API Implementation Guide 2026: Auth, Model Selection, Rate Limits, and Cost Optimization
A practical guide to integrating Anthropic API into business systems in 2026: authentication, model selection across Claude 3.5/4 series, rate limiting, and cost optimization—with implementation code and operational patterns.
What is Anthropic PBC? Understanding AI Governance via Public Benefit Corporation
Why Anthropic's PBC structure, Long-Term Benefit Trust, and Responsible Scaling Policy matter for AI governance — explained from a business perspective for Japanese enterprise decision makers.
What is an RPA Tool? Vendor Comparison and Selection Criteria in the Generative AI Era
We re-examine what RPA tools are, compare leading products such as UiPath, Power Automate, and WinActor, and provide selection criteria for the generative AI integration era from the buyer's perspective.
AI-Driven Development Primer: Start Today with a Minimal Workflow
An introductory guide to AI-driven development covering core concepts and a minimal workflow you can implement today using Claude Code and Cursor, with practical code examples.
IT Marketing Job Breakdown for DX/SaaS/AI Domains
We break down IT marketer responsibilities across DX, SaaS, and AI domains into daily and weekly tasks, with skill maps and KPIs from a B2B consulting perspective for 2026.
Anthropic Console Practical Guide 2026: API Keys, Workbench, and Usage Monitoring for Business Operations
A practical guide to Anthropic Console from a business operations perspective. We cover API key management, Workbench, usage and cost monitoring, Evals, and organization management based on real implementation experience.
Claude Code Harness Design: 3-Layer Implementation Guide
A practical guide to designing evaluation harnesses for Claude Code in production: three layers covering eval data preparation, execution loops, and automated scoring with code examples from 2026 field practice.
Claude Code Harness Engineering: CI Loop, Regression Eval, and Production Monitoring
A practical guide to harness engineering on Claude Code, organized around CI loops, regression evaluation, and production monitoring. Includes code examples and operational frameworks tailored for enterprise adoption in 2026.
How to Build and Grow an AI-Driven Development Team
Struggling with low productivity despite deploying Claude or Cursor? The real bottleneck is team design, not tooling. This guide outlines three essential new roles, four-axis skill mapping, and a three-stage development roadmap for AI-driven teams, backed by proven implementation cases.
Claude Harness Design Practical Guide: Eval Axes, Datasets, and Automated Scoring
A practical guide to designing evaluation harnesses for Claude API in production AI systems, covering evaluation axes, dataset design, and automated scoring with real code examples as of May 2026.
AI-Driven Development Tools 2026: Cursor, Claude Code, Devin, Copilot Compared by Workflow
AI-driven development tools have entered the era of the big four: Cursor, Claude Code, Devin, and Copilot. We compare them across the development lifecycle and explain selection criteria and cost estimation for enterprise adoption.
Harness Engineering with OpenAI: Implementation Patterns for Evals and GPT Models
A practical guide to harness engineering with OpenAI: implementation patterns using OpenAI Evals, GPT models, and key differences from Claude-based harnesses for production-grade evaluation loops.
Harness Engineering for AI as a Board-Level Agenda
Harness engineering for AI is now a board-level investment in 2026. We break down why it's the key to escaping PoC purgatory, with investment criteria, org design, and ROI evaluation.
RPA x AI Implementation Patterns by Business Domain
RPA is rapidly evolving from simple automation tools to autonomous decision-making platforms. This guide classifies RPA×AI implementations into four patterns, reveals why starting with data entry automation yields fastest ROI (3–6 months), and shares why 62% of projects fail—and how to avoid it.
Harness Engineering with Claude API: Sonnet vs Opus Evaluation Guide
A practical guide to implementing harness evaluation with Claude API. Covers Sonnet/Opus accuracy comparison, LLM-as-a-Judge design, and cost optimization with real code examples for production use cases.
DX Success Cases in Manufacturing: 4-Axis Typology
We categorize manufacturing DX success cases into four axes: production, procurement, quality, and sales. Learn common success factors and timing of executive decisions.
DX Manufacturing Case Studies for SMEs: 10 Examples with ROI and Pitfalls
We organize 10 DX case studies for small and mid-sized manufacturers by budget and process. This article covers ROI calculation, failure patterns, and hands-on consulting tips as of May 2026.
Contracted Development vs SES: A 3-Axis Decision Framework
We classify the differences between contracted development and SES along three axes: contract type, command authority, and deliverable responsibility, with a 2026 cost framework for buyers.