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Studio · Cases

Agents in production.
By industry. What we built and how it runs.

Studio cases grouped by industry. Clients aren't named, and most are under NDA. We don't publish client figures: we explain what was built and what changed in the operation. Each case opens with an overview of the agent, not a promotional trailer.

By industry
Cases grouped by sector
Under NDA
Anonymized clients
In stages
Delivery through to production
Auditable
Traceability for every decision
Financial services

Financial services

Case
Regulated financial servicesMexico City

AML compliance automation for a regulated lender (SOFOM ER)

Regulated lender, SOFOM ER (client under NDA)

A regulated Mexican lender (SOFOM). We built agents that flag transactions, generate reports for Mexico's Financial Intelligence Unit (UIF) and reconcile against the SITI portal.

Automated monitoringUnusual and structured transactions flagged with cross-account checks
Assisted UIF reportingReports validated against XSD before every submission
Full traceabilityImmutable audit log for every decision, ready for review
See the agent in action →
Private healthcare

Private healthcare

Case
Private healthcare · HospitalGuadalajara

Appointment confirmation agent + insurer authorizations + prioritized waitlist

Mid-sized private hospital (client under NDA)

A private hospital with multiple specialties. We built an agent that confirms outpatient appointments ahead of time, handles insurer authorizations, frees up no-show slots and reschedules the waitlist by clinical priority — not first come, first served.

Staggered confirmationWhatsApp and IVR before every outpatient appointment
Clinically prioritized waitlistEvery cancellation is offered to the priority patient
Pre-validated authorizationsInsurer letter ready before the appointment
See the agent in action →
Retail · E-commerce

Retail · E-commerce

Case
Retail · Omnichannel e-commerceNationwide

Omnichannel post-sale agent · WhatsApp, Instagram, web chat, email

Omnichannel retailer (client under NDA)

A retailer with physical stores and nationwide e-commerce. We built a unified post-sale agent across four channels (WhatsApp, web chat, Instagram DM, email) that handles exchanges, returns, tracking questions and reviews — all connected to the ERP, the WMS and the customer's history.

Instant trackingOrder status and exchange policy with no human involved
Returns that flowPrepaid label, pickup and credit per policy
Escalation with contextSensitive cases reach the right person with a summary
See the agent in action →
Real estate

Real estate

Case
Residential real estateMexico City

Real estate concierge agent · WhatsApp + showings + pre-qualification

Boutique real estate firm (client under NDA)

A boutique real estate firm with a premium portfolio in Mexico City. We built a WhatsApp agent that responds around the clock, captures leads from Meta Lead Ads and Lamudi, pre-qualifies borrowing capacity and books a showing with the right broker.

Instant responseEvery lead gets a WhatsApp response the moment it arrives
Conversational pre-qualificationIntent, area and price range captured before booking
Showing with the right brokerAutomatic scheduling by area in Calendly
See the agent in action →
Corporate law

Corporate law

Case
Corporate law · M&A and financeMexico City

Contract review agent · non-standard clauses + precedent comparison

Corporate law firm (client under NDA)

A law firm with an M&A and finance client base. We built an agent that pre-reviews contracts, identifies non-standard clauses against the client's template, tags risks by category and compares them against the firm's own precedent library.

Assisted pre-reviewDeviations from the template flagged clause by clause
Classified risksThe firm's standard categories on every contract
The firm's own judgmentComparison against the firm's own precedent library
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Tax · Accounting

Tax · Accounting

Case
Professional services · TaxMonterrey

SAT tax agent + assisted month-end close

Mid-sized accounting firm (client under NDA)

An accounting firm with a portfolio of corporate clients. We built a SAT tax agent that downloads CFDI e-invoices, reconciles them against the books and prepares workpapers for the month-end close.

CFDIs reconciledThe agent works client by client against each client's accounting system
Workpapers readyThe junior accountant validates edge cases instead of keying in data
Per-client audit logEvery close is traceable for review
See the agent in action →
Manufacturing

Manufacturing

Case
Optical · ManufacturingGuadalajara

CRM + WhatsApp agent + back-office automation

Optical manufacturer with a store network

An optical manufacturer with a network of stores. We built a lightweight CRM, a WhatsApp sales agent that responds around the clock, and automation for the weekly store close.

Automated weekly closePer-store data collected, validated and reconciled with no manual entry
Instant responseSocial media leads handled by the agent at any hour
Executive reportLeadership gets the weekly summary without anyone assembling it by hand
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Restaurants · F&B

Restaurants · F&B

Case
Restaurants & F&BMexico City

Multichannel concierge agent with voice and WhatsApp

Restaurant group (client under NDA)

A restaurant group in Mexico City. We built a concierge agent that takes reservations by voice and WhatsApp, releases no-show tables and manages a prioritized waitlist.

Reservations around the clockWhatsApp and voice handled by the concierge agent
Tables released on timeNo-shows detected and flagged without the host stepping in
Host back on the floorThe team gets off the phone and takes care of guests
See the agent in action →

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