Ecosystem of 36 Active AI Agents

Carlos Bejar

Carlos drives organizational paradigm shift through the deployment of digital workforces. Through his software factory (AgentBoss.cl), he implements turnkey agentic systems that transform month-long roadmaps into operational realities in 1-4 weeks, with direct ROI impact.

CatalinaTalk to Catalina

Catalina is Carlos's WhatsApp agent: she manages his calendar 24/7 and has the patience to understand your needs and guide you toward the solutions Carlos can offer. Try her — it's the clearest demo of how an agent operates in production.

An entire department, without hiring anyone. AgentBoss is the factory that runs for you.

Orchestrated by Carlos, executed by agents.

Full department

8-12 people

Salaries, office, management, turnover

High fixed monthly cost

Hire AgentBoss

1 person + his AI agents

He arrives with his own infrastructure and agent team

A fraction of the cost

Carlos charges a fraction between what one person would cost and what the entire department would cost. Win-win for those paying attention to AI.

BYOS

Bring Your Own Software

Carlos arrives with his own servers, AI agents, and tools. The company doesn't need to buy anything or hire anyone else.

Speed

Weeks → Days

What a team does in weeks, Carlos delivers in days. No bureaucracy, no hiring processes, no waiting.

No Overhead

Pay for results

No fixed salaries, no office, no structure. You pay for what gets delivered, not for hours sitting in a chair.

CatalinaTalk to Catalina

Catalina is Carlos's WhatsApp agent: she manages his calendar 24/7 and has the patience to understand your needs and guide you toward the solutions Carlos can offer. Try her — it's the clearest demo of how an agent operates in production.

The technological architecture behind operational autonomy

PAI
PAI
MCP
MCP
Skills
Skills
Fabric
Fabric
OpenAI
OpenAI
Claude
Claude
Gemini
Gemini
ElevenLabs
ElevenLabs
n8n
n8n
Crawl4AI
Crawl4AI
Playwright
Playwright
FastAPI
FastAPI
Redis
Redis
MinIO
MinIO
Pydantic
Pydantic
PostgreSQL
PostgreSQL
Supabase
Supabase
Appwrite
Appwrite
Coolify
Coolify
Docker
Docker
Linux
Linux
Python
Python
Kali
Kali

As a technology orchestrator, Carlos leads an ecosystem of specialized AI agents that transform key functional areas: IT, Logistics, Operations, Customer Service, and FinOps. He integrates AI tools, data, and automation to design, deploy, and supervise intelligent agents that execute complex end-to-end processes with complete autonomy.

Atlas
DEMO

Connect with Atlas, one of the intelligent agents developed under the direction of Carlos Bejar.

Expert in process mapping, Six Sigma Black Belt, and Product Owner. Maps, analyzes, and transforms business operations with agile methodologies.

Connect with Atlas

What is an AI Agent?

Think about the difference between a consultant and an employee:

ChatGPT is a consultant:

You ask "How do I process this document?" and it explains the steps. You do the work.

An agent is an employee:

You say "Process this document" and it does it. Reads the PDF, extracts the data, fills the Excel, notifies you when done.

The difference is in action.

An AI agent doesn't just think and respond. It executes. It has access to your systems, knows your processes, and can complete tasks from start to finish, without you having to supervise every step.

Real example with BKLOG:

Before:

"ChatGPT, what data do I need from the BL?" → ChatGPT lists the fields → You open the PDF → Search for each data → Copy to Excel → 60 minutes

Now with Mercury:

"Process this BL" → Reads the PDF → Extracts the data → Fills the Excel matrix → Notifies you "Done" → 2 minutes

In summary: Agents transform AI from a tool that helps you think into a tool that works for you.

Why do you need an AI Director?

An AI Director doesn't just implement new technologies. Leads a profound change in corporate culture, transforming traditional workflows into processes where AI is the main engine — operating intelligently and efficiently 24/7.

Why an AI Director and not just IT?

Artificial Intelligence was born in the technical world, but its impact is operational: people will stop executing tasks to focus on configuring and supervising agents that execute them. That shift cannot be led by someone still busy maintaining infrastructure.

Traditional IT departments, while fundamental, face structural limitations to lead this new era:

The Scale Shift: IT was designed to automate large processes: implement an ERP, deploy a CRM, build workflows that touch the entire company. Projects that take months, sometimes years. Agentic AI operates differently: individual hyperautomation.

The Vendor Trap: Delegating to large vendors generates slow cycles and high costs. Agentic AI demands agility: tailored solutions that capture your industry's specific opportunities, not generic patches.

Support Metrics vs. Value: Historically, IT is evaluated by availability and tickets resolved. AI is not a support tool; it's an engine for profitability and operational efficiency.

A Paradigm Shift: IT was trained to manage systems. Agentic AI requires orchestrating agents, configuring dynamic tools, and executing intelligent workflows.

The AI Director: The Strategic Bridge

AI transformation must be led from business, not from infrastructure.

An AI Director acts as the critical connector: masters technology to demand high-level results, but operates under the logic of commercial objectives. Their role is not to replace the technical area, but to empower it, aligning development with the bottom line.

The Time Advantage

The learning curve in agentic AI is steep. Leadership that has already traveled the path — knowing the mistakes, failed experiments, and tools that actually work — brings immediate competitive advantage.

In a market that doesn't wait, the greatest risk isn't technology, but trying to build from scratch an experience your competition is already executing.

¿Tu organización está lista para competir con IA?

Diagnóstico Estratégico IA · desde USD 1.000 · 1-2 semanas

  • Auditoría de tu operación
  • Plan de IA priorizado por ROI
  • Roadmap ejecutable
  • Traspaso a la Fábrica de Software (AgentBoss)
Agendar una Consultoría Estratégica

AI Projects Portfolio | Agenteboss.cl Consulting by Carlos Bejar

Active agents in Logistics, Legal, Real Estate, and Cybersecurity. Each agent is designed to solve specific industry problems, operating 24/7 under the supervision of the AI Director.

Mercury
Speaking
@extract_bl(naviera='MSC', format='AGUNSA')

Processing BL from MSC Lome V - Booking EBKG14799005...

Mercury

BKLOG | Logistics

Hablar con Mercury
Venus
Speaking
@quote_route(origin='CLSAI', dest='KRPUS', type='reefer')

Quoting Santiago-Busan via sea reefer 40'...

Venus

BKLOG | Quotes

Hablar con Venus
Neptune
Speaking
@forecast_demand(period='Q1_2026', type='reefer')

Analyzing Q1 2026 demand for refrigerated containers...

Neptune

BKLOG | Supply Chain

Hablar con Neptune
Atlas
Speaking
@diagnose_process(client='simian', optimize='lead_flow')

Mapping BPMN process for sales department - DMAIC analysis phase...

Atlas

Process Optimization

Connect with Atlas
Saturn
Speaking
@generate_contract(type='lease', client_id='VC_4521')

Generating lease agreement draft...

Saturn

Vergara y Compañía

Hablar con Saturn
Mars
Speaking
@qualify_leads(source='portal', match=true)

Evaluating 8 new leads and matching with properties...

Mars

Simian Brokers

Hablar con Mars
Earth
Speaking
@deploy(service='forwarding-ocr', env='prod')

Deploying AIForwarding v2.1 to production...

Earth

Infrastructure

Hablar con Earth
Uranus
Speaking
@security_scan(targets=['api','web','db'], depth='full')

Scanning 4 active services on VPS...

Uranus

Cybersecurity

Hablar con Uranus
Pluto
Speaking
@analyze_workflow(client='simian', focus='lead_mgmt')

Analyzing real estate broker workflow...

Pluto

Consulting

Hablar con Pluto
Process

Stages of AI Consulting - Agenteboss.cl

The Agenteboss.cl consulting, designed by Carlos Bejar, has been consolidated as a hybrid system that synchronizes advanced Artificial Intelligence analytics with strategic human thinking to maximize decision-making effectiveness.

01

Strategic Diagnosis with Backbelt

Your experience begins directly with the technology. You will have sessions with Backbelt, the AI Agent specialized in processes. In these meetings, Backbelt will analyze your operations, identify bottlenecks, and collect every requirement needed for your automation project.

02

Architecture and Flow Design

Once the information is processed, the system builds a detailed Implementation Plan. With the complete flow mapping generated by the agent, you will receive an "approach" to the solution. This document defines the technical architecture and how agents will integrate into your workflow to maximize profitability.

03

Validation and Budget Session

A personal meeting is held to audit the AI-generated plan. Details are adjusted to ensure the solution impacts where it's most needed. If the strategy generates value and it's decided to move forward, the economic proposal and contract closure happens in that same session.

04

Custom Development and Training

With the approved plan, the construction phase begins. Agents are configured, programmed, and trained using specific data and knowledge sources. The goal is a precise, secure system fully aligned with the company's culture and objectives.

05

Deployment and Post-Delivery Support

The AI ecosystem is delivered ready to operate. To ensure a seamless transition, one month of free support is included. During this time, agent fine-tuning is performed and any questions are resolved to ensure the team successfully adopts the technology.

Professional Track Record

Projects that shaped the path

At each company I led a system still operating today. That hands-on experience is the foundation of how I design AI agents.

BI Project Lead
2004 · INSURANCE

BI Project Lead

Designed the product datamart. Business intelligence for healthcare operations.

SAP APO Implementation
2013 · MANUFACTURING

SAP APO Implementation

Demand forecasting system. Supply chain optimization at global scale.

Multidimensional Analysis
2016 · TELCO

Multidimensional Analysis

System to study churn in mass markets. Customer retention and attrition models.

TMS Design Lead
2022 · LOGISTICS

TMS Design Lead

Designed and implemented the ground transport system for Ecuador, Chile and Peru.

MANIFESTO

The Manifesto ofAutonomy

Carlos's code is your code. Carlos No licenses. He takes care of transferring knowledge to your teams.

The infrastructure is yours: the system is ready to operate under your full control or to continue evolving according to your business needs.