AI and automation for business
AI agents, RAG over your own data, n8n automations and integrations with WhatsApp, Telegram and Google. Processes that are manual today run on their own, with control and traceability.
What we automate
Custom AI Agents
Custom AI agents connected to your data: they assist, operate, and automate real business tasks.
Learn more →Automation & n8n
Visual workflows with n8n to integrate tools, orchestrate pipelines, and eliminate repetitive manual work.
Learn more →WhatsApp Business API Integration
Connect your business to WhatsApp: automated support, notifications, and sales on the channel where your customers are.
Learn more →Telegram Bots and Notifications
Telegram bots to automate internal notifications, CRM alerts, and team operations.
Learn more →Google Workspace Integration
Connect your app with Google: Calendar, Drive, Sheets, Gmail, and login with Google, all automated.
Learn more →AI and automation by city
Custom AI Agents
Automation & n8n
WhatsApp Business API Integration
Guides on AI and automation
- AI Agents in Business: What They Are, What They Aren’t, and When They’re Worth It
- RAG and Embeddings: How to Give Your LLM Access to Your Company’s Private Knowledge
- Fine-Tuning LLMs: When It’s Worth It and When It’s Overkill
- n8n Automation: When to Use It and When to Go Straight to Custom Code
- How to Integrate WhatsApp Cloud API Without a BSP (And Why Almost No One Explains It Well)
- How to Integrate a Telegram Bot (The Free Alternative to WhatsApp That Almost Nobody Takes Advantage Of)
- MCP: When Chat Goes Beyond Just Text (and What We Did with It at PairProgramming)
- Tontin-BETe Simulated the 2026 World Cup 20,000 Times: Here’s What the Math Says
- Tontin-BETe Called This Final Back in May. It Simulated It 50,000 Times
Questions about AI and automation
What is an AI agent and when does it make sense?
It is software that uses a language model to carry out tasks with your company’s tools and data. It makes sense for repetitive processes with clear rules and available data.
Do you use n8n or custom code?
It depends. n8n fits standard workflows that change often; custom code makes sense when there is volume, complex logic or security requirements.
Can you integrate WhatsApp, Telegram and Google Workspace?
Yes. We integrate the WhatsApp Cloud API directly with Meta, Telegram bots and Google Workspace, connected to your CRM or internal systems.
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