Operational Engineering

Your operations
have a bottleneck.

We find it, design the system, and automate it — so you stop losing hours, money, and patience on work a machine should handle.

workflow.sys
Input
Process
Automate
Output
System active
3 workflows running
90% Less manual messaging
10× Faster inventory processing
1–2 wks From kickoff to live system
0 Platforms to replace
The Problem

Every hour you spend on this is an hour you're losing

These aren't minor inconveniences. They're operational costs that compound every single day.

Copy/pasting the same messages

Welcome messages, check-in instructions, FAQ answers — typed out manually for every single guest, every single time.

Photos and data everywhere

Product photos in your phone, details in a spreadsheet, notes in your email. No single source of truth for inventory.

Workflows that break with one absence

Processes that depend on one person being available. When they're out, everything stalls.

It barely works now — what happens at 2×?

Your current setup handles 10 properties or 100 items. What happens with 50 properties or 1,000 items?

Sound familiar?

See how we fix it
Solutions

Systems ready to deploy today

Not concepts or prototypes. These are real systems we've built and tested — ready to install in your operation.

Hospitality · Ready to Deploy

WhatsApp Automation for Hospitality

Stop copy/pasting guest messages. This system connects WhatsApp Business API with Chatwoot and n8n to handle your entire guest communication flow — automatically.

90% Less manual messaging
<30s Average response time
24/7 Guest availability
  • Automated welcome & pre-arrival messages
  • Intelligent FAQ answering with guard rails
  • Centralized inbox across all properties
  • Human escalation for edge-case conversations
WhatsApp Business
Hi! What time is check-in?
⚡ Auto-reply Check-in is at 3:00 PM. I'll send you the door code and directions 2 hours before. Anything else I can help with?
Perfect, thanks!
Replied in 4 seconds · No human needed
Retail & Operations · Ready to Deploy

AI Inventory Automation

Stop typing product descriptions one by one. Upload photos in bulk, let Gemini AI group, describe, and valuate them — and export a PMS-ready CSV in minutes.

10× Faster cataloging
0 Manual descriptions
CSV PMS-ready export
  • Batch photo ingestion & automatic grouping
  • AI-generated descriptions & valuation support
  • Standardized, consistent data formatting
  • Direct CSV export for any PMS or inventory tool
inventory_processor.ai
247 photos uploaded
Grouping by item...
AI descriptions → CSV export
83 items cataloged · inventory_march.csv ready
Tailored Solutions

Have a different bottleneck?

We map your chaos, design a streamlined system, and build the automation to solve it — fitted to exactly how your business works.

Let's Map It Out
Process

How we install order

A systematic, repeatable approach to solving operational drag.

01

Identify the Bottleneck

We analyze where your team spends the most repetitive manual effort and where things break.

02

Design the System

We architect a reliable workflow connecting the right tools, APIs, and AI models for your specific case.

03

Implement the Workflow

We deploy the automation, test it thoroughly, and ensure it runs quietly and reliably in the background.

04

Deliver Improvement

Handoff of the polished system, complete with documentation, monitoring, and support.

Transformation

From friction to flow

Before
Manual Chaos
Scattered, slow, fragile
Evolution Systems
Automated Workflow
Structured, connected, reliable
Result
Speed & Order
Faster, cleaner, scalable

Still handling things manually?

Every day without a system is another day of wasted hours.

Get a Free Diagnostic
Outcomes

Built for business results

Every system is measured by the operational drag it removes and the outcomes it delivers.

Less Manual Work

Free your team from repetitive administration and let them focus on what actually moves the business.

Faster Response Times

Instant, accurate replies to guests and customers. No more delays from manual copy/paste.

Cleaner Operations

Structured, consistent data ready for the tools you already use. No more chaos in spreadsheets.

Scalable Workflows

Handle 10× the volume with the exact same system. No extra headcount, no extra hours.

Who We Build For

Real businesses, real bottlenecks

We work with operators who know what needs fixing — they just need someone to build the system.

Hospitality & Property

Airbnb hosts and property managers scaling guest communications without losing the personal touch.

Inventory & Retail

Vintage, antique, and consignment businesses that need rapid, structured cataloging at scale.

Operations Teams

Teams buried in repetitive admin work that could be eliminated with the right automation.

Local Businesses

San Miguel de Allende businesses with operational bottlenecks. In-person or remote — we deliver.

FAQ

Common questions

Rarely. We build connective tissue between the tools you already use — your PMS, CRM, spreadsheets, or databases. The goal is to make what you have work better, not force you onto new platforms.
Both. We're based in San Miguel de Allende and provide dedicated, in-person service for local businesses. We also deploy robust cloud-based systems for remote clients anywhere.
We charge a fixed, transparent build fee for system design and implementation. Ongoing costs — like API usage or hosting — are clearly defined upfront. No surprises, no hidden retainers.
No. We build deterministic safeguards around every AI element. For example, the WhatsApp bot uses pre-defined logic and scoped context. When it encounters something outside its scope, it escalates to a human operator immediately.
Most ready-to-deploy systems (WhatsApp automation, inventory automation) can be configured and running within 1–2 weeks. Custom systems typically take 2–4 weeks depending on complexity and scope.
Let's Talk

Your bottleneck isn't going to fix itself.

Book a free diagnostic call. We'll identify your biggest operational drag and show you exactly how to remove it.

Based in San Miguel de Allende · Limited local availability · Also available remotely

Book a Call