Projects
AI AutomationWhatsApp Botn8nRAG

Digital host for a co-working space in Colombia

Tierra FirmeBogotá, Colombia2026

An AI system trained on Tierra Firme's real knowledge that responds to WhatsApp and emails 24 hours a day — no fabricated answers, no sales pressure, with the warm tone of a host.

The challenge

Every query,
a disruption

Tierra Firme is a community in Colombia since 2013 — a space where people and organizations work, grow, and collaborate. With a small team and clear values, they're not looking to fill an office: they're building community.

The problem was operational: WhatsApp and email queries came in at all hours. Questions about spaces, prices, and availability that required personal attention from the team, even on weekends. Every response interrupted real work.

The solution

A system of 4 interconnected flows

We designed and implemented an automation system trained on Tierra Firme's real knowledge. No generic chatbots. No fabricated answers. Hallucinations minimized through RAG.

The 4 flows

What each part of the system does

01

Knowledge Base

Tierra Firme's documents — spaces, prices, philosophy — are automatically processed from Google Drive and indexed in a vector database (Pinecone). When the client updates a document, the AI learns on its own, with no manual intervention.

Google DrivePineconeOpenAI Embeddings
02

WhatsApp Bot

Responds to queries 24/7 like a warm host, never like a salesperson. Recommends the best-fit space, provides real prices, and invites visitors to tour the space. It has conversation memory and only shares the booking link at the right moment.

WhatsApp APIClaude (Anthropic)RAG
03

Email Agent

For each incoming email, the agent drafts an intelligent reply that the team reviews and sends. Combines AI efficiency with human oversight — the team stays in control without starting every response from scratch.

Gmail APIClaude (Anthropic)Human-in-the-loop
04

Visit Confirmation

When someone books a visit via Google Calendar, the system automatically detects the reservation and sends a personalized WhatsApp confirmation — with the visitor's name and date.

Google CalendarWhatsApp APIn8n

Results

What changed

24 / 7

Total availability

The system responds at any hour, independent of business hours or the team's schedule.

100%

Real data

All prices and details come from the verified knowledge base. Zero fabricated answers.

0

Sales pressure

Host tone in every interaction. The bot never pressures, never exaggerates, never promises what it can't deliver.

Have a similar challenge?

Tell us which processes are taking up your time. We'll find the automation that makes sense for your business — no complications.

Let's talk