Building reliable systems for
quality, supply chain & AI-driven operations
FTA is an advisory and systems practice — combining deep Quality & Supply Chain expertise with modern AI engineering (SOI / SAA / Agent systems) to make organizations measurably better.
Five connected practice areas, delivered as advisory, systems, or hands-on engineering.
Quality
Quality systems, audits, root-cause and continuous improvement across complex operations.
Supply Chain
End-to-end supply chain design, resilience and supplier quality management.
SOI
Systems of Intelligence — structured operating frameworks for decision quality.
SAA
Smart Agent Architecture — designing agent organizations that do real work.
Consulting
Senior advisory bridging operational rigor and AI transformation.
The core engine behind FTA: a retrieval system over our knowledge base using LLM + chunking + embedding. This is a runnable skeleton — the pipeline is wired, the model gets connected on the Mac Mini / cloud later.
Ask the engine a question to see the retrieval flow run end-to-end (placeholder response).
Agent Organization
A coordinated set of AI agents that run real operational workflows.
SAA / SOI
The frameworks productized into deployable systems.
FTA System
The umbrella platform tying knowledge, agents and advisory together.
Company mail runs on Zoho Mail under fta7ai.com. Status panel below reflects the current setup to keep it managed.
Primary professional address
- ProviderZoho Mail (Mail Lite)
- Aliasesjg@ · jinsonggong@
- SPFconfigured
- DMARCto be added
Get in touch
For consulting and systems work.
Email jg@fta7ai.comFunctional addresses (consulting@, invest@…) can be added as aliases later.