It's not humans who read. It's AI who understands.

AI brings legacy to the future.

By adopting FARE, reduce system analysis workload by approximately 60% and achieve faster handoffs, maintenance, and migration.

Support for 10+ languages including COBOL & Java
Handle millions of lines of code
Auto-generate detailed & overview designs
66%
Workload Reduction
3x
Faster Onboarding
24/365
Auto Code Analysis

Do you have these concerns?

Four common challenges in legacy system maintenance and migration

Missing Design Documentation課題 01

Missing Design Documentation

Confusion with every update. No one can accurately explain how the current system works.

High Cost for
System Re-analysis課題 02

High Cost for System Re-analysis

Old technology, complex structure. Time and cost vanish just from reading the code.

Slow Developer Onboarding課題 03

Slow Developer Onboarding

Understanding stalls due to lack of documentation. New members take months to become productive.

High Risk During Maintenance & Migration課題 04

High Risk During Maintenance & Migration

Small changes cascade through the entire system. Unexpected failures stop projects in their tracks.

But—what if AI could understand everything in just days?

Why FARE is Chosen

AI automates "understanding". Transform system analysis with speed and precision.

01

Overwhelming Speed and Efficiency

AI analyzes millions of lines of code in days. Reduces manual work by up to 80%.

02

Deep Analysis x High-Precision Document Generation

Auto-visualize system structure and business logic. Instantly output design docs in PDF, Excel, Markdown.

03

Safe On-Premise Execution

Complete AI analysis within your internal environment. Maintain high performance without external data transmission.

04

Multi-Language Support Including COBOL

COBOL, Pro*C, VB.NET, C, Python and more. Flexible analysis from legacy to modern environments.

05

Auto-Create System Diagrams

Auto-generate class, component, and sequence diagrams. Understand complex structures at a glance.

06

Real-Time AI Chat Explanation

Explain code logic in natural language. AI instantly answers "why it works".

With FARE, you don't need to spend time understanding. AI will 'understand your system in days.'

Legacy Analysis Track Record

FARE analyzes and visualizes — enabling confident migration decisions

Class 1FARE Analysis

COBOL Legacy System Analysis

FARE auto-analyzes COBOL code structure, business logic, and data flows, generating comprehensive design documentation. Enables migration planning with full visibility into legacy system complexity.

COBOLDesign DocsCore System
Class 2FARE Analysis

Struts Web Application Analysis

FARE visualizes existing Struts application structure, maps dependencies across modules, and identifies migration risks. Provides clear modernization roadmap for Spring Boot migration.

StrutsDependency MapWeb System

Benefits

60–66% workload reduction. 3x faster team launch.

60%
Analysis & Design Effort Reduced
3x
Team Productivity Improved
24/7
Always-On Auto Analysis

Comprehensive system understanding with large context processing

High-precision support for COBOL and legacy systems

Complete confidential data protection with on-premise model

High performance reduces workload and boosts productivity

What takes 6–12 months manually, FARE completes in days.

8-Dimension Quality Metrics

85–93% accuracy across multiple quality dimensions

92%
Change Impact Analysis
89%
Code Quality Accuracy
87%
Code Coverage Accuracy
91%
Code Complexity Accuracy
88%
Code Maintainability Accuracy
93%
Code Readability Accuracy
86%
Code Performance Accuracy
90%
Code Security Accuracy
85%
Code Scalability Accuracy

※ Accuracy based on average from verified projects

Supported Languages

Compatible with 10+ legacy and modern technologies

COBOLJavaCC#PythonPHPVB.NETPro*CPL/SQLBashJCLSQL.NET

LegacyModern

FARE Input / Output

INPUT

Source code (any language)

FARE
OUTPUT

Design documents (Excel / PDF / Markdown)

System diagrams (Class diagrams, Sequence diagrams)

AI chat for real-time code explanation

Success Stories

Proven results across Finance, Manufacturing, Logistics, ERP and more

Telecom / Internet Services

Major Japanese Telecom (Tens of Millions of Subscribers)

Legacy System Migration

Deployed FARE to automatically analyze a large-scale legacy system (80+ subsystems) operated for 17 years, establishing foundation for 7th generation system migration.

65%
Effort Reduced
1,600
Documents Generated
Auto-generated basic and detailed design documents (approx. 1,600 files)
Reduced design preparation time from months to weeks
Minimized knowledge transfer risks

Re-visualized entire system structure, accelerating new development and maintenance setup. A successful case of legacy transformation x AI documentation.

Finance / Accounting & Contract Management

Mega-Bank Class Japanese Financial Institution

COBOL System Visualization

For COBOL+JCL core systems, design document updates were missed and knowledge loss became critical. FARE automatically analyzed millions of lines, reconstructing business logic.

1/5
Creation Time Reduced
1M+
LOC Analyzed
Integrated analysis of COBOL, JCL, and SQL
Auto-generated batch design docs and I/O specifications
AI chat explains code logic in natural language

Accurately visualized COBOL assets, establishing foundation for future reconstruction and cloud migration. Dramatically reduced manual maintenance and eliminated dependency risks.

Manufacturing / Core & Inventory Management

Global Manufacturer (Tens of Thousands of Employees)

Multi-Language Integration

Legacy systems mixing C, Java, and COBOL operated across locations. FARE analyzed different languages on unified platform, auto-generating design documents with standardized templates.

70%
Training Cost Reduced
3 Languages
Unified Analysis
Multi-language auto-analysis (COBOL/C/Java/SQL)
Unified output of design docs in Excel + Markdown
Standardized cross-location documentation for efficiency

Built a documentation foundation enabling common understanding across global teams. A model case for safely transitioning legacy COBOL assets to next-gen systems.

Competitive Comparison

Do you think all 'AI analysis' tools are the same? Only FARE delivers speed that works in the real world.

Comparison Items
FARE (Fabbi AI RE)
Other AI / Existing Tools
Large Code Analysis
Process millions of lines in batch. Visualize entire system in days.
Processing limits, partial analysis only
On-Premise Support
Secure analysis in your environment. No data transfer.
SaaS only, security risks
Full COBOL Support
Support for legacy tech used in finance/government.
Not supported or low accuracy
AI-Native Analysis
Deep understanding with LLM x AI Agent.
Static analysis focused, accuracy issues
Auto Design Doc Generation
AI generates high-quality documents instantly.
Manual work required, time-consuming

Implementation Process

Prove what AI can do in just 4 weeks.

1

Requirements Gathering

Confirm current challenges and analysis targets. Clarify objectives.

Week 1

2

Environment Setup

Set up FARE in your environment. Safe and rapid analysis preparation.

Week 1

3

Auto Analysis

AI analyzes code and auto-generates design documents and system diagrams.

Week 1

4

Results Review

Share deliverables and efficiency gains. Confirm implementation value.

Week 1

What You Get After POC

Design documents generated from real systems (Excel / PDF)

Effort reduction report and ROI analysis

POC Benefits

Validate FARE's effectiveness at no cost

Use deliverables directly in real business

Full support from dedicated Fabbi engineers

Operation Model

FARE Operation Model — Human-in-the-Loop

AI and human collaboration for highest quality results

FARE (AI Analysis)
HITL (Programming)
Deliverables
1

Level 1: Client Execution + Fabbi Support

Client operates FARE, Fabbi provides technical support

→ License Model
2

Level 2: SIer + Client Collaboration

SIer or Fabbi leads, collaborating with client

→ Spot Model
Deployment

Deployment Models

Flexible deployment from PoC to production

Private Cloud

Sakura Internet

Japan Domestic Data Center

Secure operations in Japanese data centers. Full data sovereignty.

On-Premise

Client Environment

Fully compliant with your security policies. No external data transfer.

Public Cloud

AWS / GCP / Azure

Scalable and flexible configuration. Support for global deployment.

Partnership with Sakura Internet ensures reliable operations within Japan.

セキュリティ

Security & Compliance

Enterprise-grade security for your source code

Local Security

Your data never leaves your internal environment

  • On-premise execution
  • No external data transfer
  • Air-gapped environment compatible
  • Internal network only

Contract Security

Data protection backed by contract

NDAISO 27001ISO 9001Privacy Mark

国際セキュリティ基準に準拠し、契約によるデータ保護をお約束します

Built for Japan Enterprise

01

Tokyo Office On-Site Team

Japanese-speaking support for implementation, technical assistance, and operations — directly from Tokyo.

02

ISO 27001 / ISO 9001 / Privacy Mark

Certified security posture meeting strict requirements of financial, public, and manufacturing sectors.

03

Sakura Internet Compatible

Japanese private cloud for data sovereignty. Your source code stays in Japan from PoC to production.

04

Full On-Premise Support

Analyze source code without sending it outside your network. Air-gapped environment fully supported.

Ready to modernize your legacy systems?

Start with a free PoC and see the results in 4 weeks.