imn@dev:~/work/echo-lobby$ cat readme.md

proj://echo-lobby

NDA — CODENAME

hospitality · review intelligence

hotels drown in guest reviews scattered across platforms. echo-lobby pulls them into one corpus, runs LLM analysis, and tells each property what to fix first — with a RAG chat to interrogate the raw feedback.

imn@dev:~/work/echo-lobby$ cat scheme.md

platform-01

reviews

platform-02

reviews

platform-··· ×n

reviews

scraping · ingestion (incl. Firecrawl)

review corpus

every platform, one place

LLM analysis

top problems

per property

recommendations

what to improve

RAG chat

asks the corpus directly

served in

client dashboard

Next.js / TypeScript

// the chat runs RAG over the same corpus the analysis reads — one source of truth

imn@dev:~/work/echo-lobby$ cat details.md

INGESTION
multi-platform review scraping and ingestion, incl. Firecrawl.
ANALYSIS
LLMs surface the top problems per property and generate concrete improvement recommendations.
CHAT
RAG chat over the review corpus — ask anything the guests already answered.
FRONTEND
Next.js / TypeScript.
NDA
the name is a codename, the essence is real. details in person.