ShowcaseRAG & Chat
ChainTech AI Chat
ChainTech AI Chat is VisionsCraft's grounded advisory product for fintech and digital commerce: advisors ask about cross-border payments, corridors, FX, settlement, and compliance—and get source-backed answers with payment intelligence beside the conversation.
The problem
Fintech advisory teams scale globally on tribal knowledge and PDF piles. Corridor rules, compliance nuances, and settlement realities live in documents nobody can search under pressure—so answers are slow, inconsistent, and hard to defend in review.
The solution
A production RAG chat for Chaintech's advisory practice: retrieval over payment and compliance knowledge, structured answer cards with citations, and an insights surface for corridor and settlement metrics—so advisors move from document archaeology to defensible guidance.
Chaintech helps fintech and digital commerce companies scale with advisory on cross-border payments, compliance, and market strategy. VisionsCraft delivered ChainTech AI Chat as the conversational layer on that expertise: advisors query corridors (for example Southeast Asia payment considerations), receive answers organized by regulatory, method, and cost/settlement themes, and see the documents that grounded each claim. The product pairs a Next.js chat experience with a FastAPI retrieval backend and OpenAI generation—so Chaintech's IP becomes an interactive advisor instead of a static library.
Implementation
Document ingestion and embedding over payment/compliance corpora, hybrid retrieval into chat turns, source cards in the UI, and a payment-intelligence panel for corridor and settlement context. FastAPI serves retrieval and generation; Next.js delivers the advisor workspace used on chaintech.co.
Tech stack
- Next.js
- OpenAI
- RAG
- FastAPI
- Vector Search
Results
- Advisory answers grounded in Chaintech's payment and compliance knowledge
- Source citations advisors can show in compliance review
- Faster corridor and settlement guidance without manual PDF hunting
- A live product surface that turns firm expertise into a reusable asset
FAQ
What is ChainTech AI Chat for?
It is an advisory assistant for fintech and digital commerce teams who need grounded answers on cross-border payments, compliance, and market strategy—not generic chatbot fluff.
Are answers citeable?
Yes. Responses surface source documents so advisors and compliance reviewers can verify claims before they leave the firm.
Where can I see it live?
The product is published at chaintech.co/chaintech-ai-chat as Chaintech's AI chat experience.
What stack did VisionsCraft use?
Next.js for the advisor UI, FastAPI for retrieval and orchestration, OpenAI for generation, and a vector retrieval layer over the firm's payment knowledge.