Legacy systems you can't understand, can't safely change, can't confidently migrate.
- 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.
MORE INFOSYNCA
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.
MORE INFONEXA
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.
MORE INFOAI + 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
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
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
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
Nguyen Tri Dzung
Chief Technology Officer (CTO)
2012 Joined KAYAC Inc.
2014 Joined DeNA Co., Ltd.
2018 Director & CTO, Fabbi
2020 Director & CTO, Fabbi

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

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
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.