Legacy systems you can't understand, can't safely change, can't confidently migrate.

On-Premise ReadyCOBOL / Java / ERPAI + Human-in-the-Loop20+ Enterprise Projects
Do any of these sound familiar?
  • Nobody truly understands what's inside the system
  • No specs exist — every change feels risky
  • Impact scope is unclear with every modification
  • We want to modernize, but lack the time and people

FARE, NEXA, and SYNCA solve all of these together.

FARE

AI Reverse Engineering

Step 1: Understand — Reverse-engineer the spec that was never written

SYNCA

AI Quality & Change Impact

Step 2: Control — Know what breaks before you touch anything

NEXA

AI Engineering Automation

Step 3: Build — Generate modern code from your spec

60%

Less analysis effort on 500K-line COBOL systems

3–5×

Dev speed on 100-screen projects

90%

Impact accuracy on 200K+ line systems

OUR SOLUTIONS

FABBI Solutions

Fabbi is a technology company that supports the analysis, evolution, and reconstruction of enterprise systems using generative AI at its core.

FARE

Fabbi AI Reverse Engineering

FARE reconstructs design documents, architecture diagrams, and business logic from running source code. COBOL, Java, PL/SQL, and 10+ languages. 60% less analysis effort. Delivers a foundation that makes every subsequent change safe.

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SYNCA

AI Quality & Change Impact Analyzer

SYNCA traces dependency chains across 200K+ lines and identifies the full impact scope before any change reaches production. 90% impact accuracy, 5× faster than manual analysis. Prevents the regression failures that derail enterprise release cycles.

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NEXA

Next-gen AI Engineering Automation

NEXA generates production-ready code, tests, and documentation from design specifications. 70–80% first-pass accuracy means your engineers complete business logic, not boilerplate. Works with your SIer team — not instead of them.

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OPERATING MODEL

AI + Human-in-the-Loop. Controlled Delivery.

Fabbi does not replace your engineers or your SIer. AI handles what takes humans 60–90% of their time. Humans validate what matters.

AI (FARE / SYNCA / NEXA)

Responsible for

  • Analyze code structure and dependencies
  • Generate design documents and architecture diagrams
  • Detect change impact scope
  • Generate code scaffolds and test stubs

NOT responsible for

  • Replace business decisions
  • Make architecture choices autonomously
  • Deploy to production without approval

SIer / Delivery Engineer

Responsible for

  • Review and validate AI analysis output
  • Customize generated code for business logic
  • Sign off on architecture decisions
  • Coordinate delivery with client team

NOT responsible for

  • Run manual documentation from scratch
  • Perform dependency tracing manually
  • Accept AI output without review

Client Business Team

Responsible for

  • Validate business rules and logic
  • Approve migration decisions and milestones
  • Sign off on final deliverables

NOT responsible for

  • Review code implementation details
  • Manage AI analysis configuration
  • Handle technical infrastructure

Nothing ships without human sign-off. AI accelerates the work; your team approves the outcome.

ABOUT US

About Fabbi

We provide AI solutions that are practical in real-world settings — addressing challenges such as black-boxing due to insufficient documentation, opacity of impact scope during changes, and balancing development speed with quality.

Fabbi's solutions cover the system lifecycle across three phases. This enables maximizing ROI and development productivity while minimizing risk.

78.59%

AI分析精度

60%+

工数削減

3〜5x

開発速度向上

INTEGRATED PLATFORM

FARE, SYNCA, and NEXA solve challenges from legacy to new development end-to-end

FARE analyzes existing source code and visualizes design documents, structure, and business logic. SYNCA analyzes change impact and clarifies fix points and quality risks. NEXA generates code and tests from requirements and design, accelerating development.

ENGAGEMENT

Engagement Model

Start with a free PoC. Then we'll propose the optimal engagement model for your organization.

POC / DEMO

Free

Covered by FABBI

  • FARE code analysis demo
  • Impact scope report (sample)
  • Product walkthrough
  • Rough estimate sheet
Try for Free
Recommended

Hybrid (AI + HITL)

Custom Quote

License + HITL pricing

  • Full FARE, SYNCA, NEXA access
  • Human-in-the-loop quality review
  • Full-service or spot engagement
  • COBOL, SAP, Java support
  • SLA 99.5% guarantee
Get a Quote

Enterprise

Custom Quote

For enterprise clients

  • Dedicated cloud / on-premises deployment
  • System-specific customization
  • CISO-level security reporting
  • Dedicated project manager
  • Partner / white-label available
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Tasks that take 4–12 months manually are completed in just days. Achieve 60% effort reduction and cost savings of millions of yen.

OUR TEAM

Our Team

Reliable technology starts with reliable people.

At Fabbi, experienced engineers and internationally recognized university professors and researchers in AI participate, driving technology development from both research and implementation perspectives.

NGUYEN TRI DZUNG
Vietnam TOP 20 CTO & AI (2021)

NGUYEN TRI DZUNG

Nguyen Tri Dzung

Chief Technology Officer (CTO)

2012 Joined KAYAC Inc.

2014 Joined DeNA Co., Ltd.

2018 Director & CTO, Fabbi

2020 Director & CTO, Fabbi

Profile
TRAN DINH TUAN
Associate Professor, Shiga University

TRAN DINH TUAN

Tran Dinh Tuan

Chief Product Officer (CPO)

2014 Ph.D., Ritsumeikan University

2020 Assistant Professor, Ritsumeikan University

2025 Assoc. Professor, Shiga University Data Science

2025 CPO, Fabbi Corporation

Profile
LE DINH XUAN BACH
Associate Professor, University of Melbourne

LE DINH XUAN BACH

Le Dinh Xuan Bach

Chief AI Officer (CAIO)

2013 Ph.D Carnegie Mellon University, USA

2019 Associate Professor, University of Melbourne, Australia

2025 CAIO, Fabbi Corporation

Profile

FAQ

Frequently Asked Questions

CONTACT

Contact Us

Experience the results with a free PoC

Download Resources

Download FARE, NEXA, and SYNCA product materials for free.

Free Consultation & Demo Booking

Our experts will discuss your system challenges and provide optimal recommendations.

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