Methodology

Each ecosystem
has four layers.

Common architecture, twelve different verticals. The same logic operating with the sophistication of your sector.

LAYER 01

Institutional presence

Corporate website and landings per business line. Designed to convey solvency, not to sell hype.

LAYER 02

Specialized agents

AI agents with their own name and specific mission. Not generic copilots. Digital professionals 24/7.

LAYER 03

Operations and transparency

Customer portal, internal dashboard, traceability. Radical transparency as competitive advantage.

LAYER 04

Institutional communication

Automated dossiers, sector content engine. Technical authority that attracts clients and partners.

Vertical playbooks

Twelve sectors
designed.

I've developed a complete playbook for each one. Sector diagnosis, agent architecture, implementation roadmap, and economic model. If your company operates in one of these, 70% of the work is already done.

HESTIA

Social Housing Cooperatives

Ecosystem for social housing cooperative management. Radical transparency for members, investor capture, land scouting.

MERCURIO

Insurance Brokerages

Intelligent automation of daily operations. Processes dealer emails, extracts policy data, executes changes. Multiplies the team without replacing it.

SAFFRON

Premium Restaurants · Riyadh

For restaurants losing reservations, clients, and positioning every night. Nine agents handling reservations, reputation, content, and retention.

VECTOR

Premium Mobility & Transport

Digital platform for quality transport services. 24/7 bookings, smart calculator, fleet management, and premium customer acquisition.

VITALIS

Nutrition & Wellness

Ecosystem for nutrition clinics, dietitians, and wellness professionals. Capture, follow-up, personalized plans.

AURA

Aesthetics & Salon

For aesthetics centers and premium salons. Bookings, loyalty, visual content, and portfolio management.

MEDIQ

Private Clinics & Medical Practices

Ecosystem for private medical practices and boutique clinics. Smart triage, reminders, patient history, communication.

APEX

Coaching & Performance

For executive coaches, mentors, and independent consultants. Capture, client follow-up, authority content.

HAVEN

Boutique Hospitality

Boutique hotels, premium rural houses, estates. Direct bookings without OTAs, personalized experience, loyalty.

MENTOR

Education & Training

Academies, private schools, training programs. Student acquisition, academic follow-up, family communication.

DRIVE

Dealerships & Automotive

For dealerships, premium workshops, and mobility services. Lead qualification, after-sales, recurrence.

NEXUS

B2B Professional Services

For professional firms, engineering, consultancies. Proposal generation, project management, team productivity.

How a playbook applies · Anonymous case

From manual processes
to autonomous flow.

Premium dealership group in Spain · 2026

Diagnosis

A premium dealership group with growing volume and bottlenecked administrative processes. Employees manually re-keying data into financing and leasing portals. Workshop and sales invoicing with Excel macros over ten years old. Follow-up dependent on individuals.

The manufacturer brand covers customer-facing work (online booking, call center). The group's internal processes — authorizations, invoicing, reception — are invisible to it. That is exactly where the real margin lives.

Architecture · Three pillars
PILLAR 01

Authorization Agent

Reads data from the internal system and sends it automatically to financing and leasing portals. From hours to seconds per authorization. Zero transcription errors.

PILLAR 02

Invoicing Agent

Replaces Excel macros. Generates, validates, and sends workshop and sales invoices automatically. Complete cycle without human intervention. Scales with dealership volume.

PILLAR 03

Active Listening Agent

Listens to the customer at workshop reception in real time. Extracts plate, mileage, damages, history. Records everything automatically. The advisor focuses on the customer. Zero transcription.

Outcome

When the three agents work together, administrative operations run 24/7 without additional cost. Estimated authorization time reduction exceeds 80%. Annual savings calculated as people freed × time on automatable tasks × annual cost. Exact figure after process mapping.

Whoever implements it first holds the competitive advantage. Starting with the quick win — the process map — is the path. The complete system is the destination.

Automatic diagnosis

Talk to VEGA.

Before talking to me, try VEGA. Five questions. Automatic sector analysis based on my catalog of twelve playbooks. An indicative proposal in thirty seconds. It doesn't replace a serious conversation — but it does filter whether one makes sense.

Your sector

Your sector not
on the list?

I design a new playbook when there's a business case. If your sector has enough complexity, enough potential clients, and enough operational pain, we can build the first one together.

Live systems

Things already
in production.

Real systems, in production, generating value today. Some are mine. Others belong to people I've worked with. All built using the same methodology I apply to the vertical playbooks.

Industrial Riyadh · 2026

Water filtration company

Commercial presence in the kingdom. Needed bilingual AR/EN digital presence, brand identity, and operational CRM for lead capture.

  • AR/EN Web
  • Branding
  • CRM
View live system →
EdTech Riyadh · 2026

AI-powered Arabic learning platform

For speakers of eight native languages. Requires conversational logic adapted by source language and premium mobile experience.

  • AI Platform
  • EdTech
  • 8 languages
View live system →
B2B Cybersecurity Global · 2026

SaaS platform for SOC teams

Needed to demonstrate serious technical capability to international CISOs. Detection engine with MITRE ATT&CK mapping and interactive demo.

  • SaaS
  • MITRE
  • Enterprise
View live system →
Online Education Global · 2026

AI for cybersecurity training academy

Ten training modules. Complete system for sales, PayPal payments, and certificate delivery signed with a conversational AI agent.

  • Academy
  • PayPal
  • AI Agent
View live system →
Agentic AI Research Global · 2026

Open research on AI agent security

Technical publication with SEO capture targeted at LLMs. Marketplace of AI Skills Packs specialized in security.

  • Research
  • GEO
  • Marketplace
View live system →
Business incorporation KSA · 2026

Company incorporation platform in Saudi Arabia

MISA, CR, VAT, GOSI. 100% remote service for international entrepreneurs. AI wizard to guide the documentary process.

  • AI Wizard
  • KSA
  • International B2B
View live system →
Public sector Spain · 2026

Public tender analysis system

Capture, parsing and monitoring of public tenders for companies bidding on contracts. Automated AI-driven analysis.

  • Public sector
  • AI
  • Tenders
View live system →
Guarantee

Your data, your property.

Each project is built clean and isolated. Code, domain, and data belong to you from day one. Full portability guaranteed.

Reach

Madrid and Riyadh.

Bicultural operation. Deep knowledge of both markets, in Spanish, English and Arabic. No middlemen.

Speed

5 weeks to production.

From signed proposal to live product in five weeks when scope allows. No agency timelines, no bureaucracy.