Enterprise AI Agent Systems · Costa Rica & Global

Autonomous agents.Real operations.

We build and operate custom AI agents that run sales calls, back-office workflows, recruiting and support. Built directly into your ERP and CRM.

One conversation.
A whole workflow in motion.

A lead gets in touch

“We run forty trucks. Can we talk this week?”

Sales agent

Qualifies the lead and coordinates the next step.
Thursday, 10:30

Your next meeting is booked.

CRM updated. Sales team informed.

In good company

  • Burger King
  • BMW
  • MINI
  • Osa Tropical Properties
  • Qué Buen Lugar

Architecture

Not a chatbot. The entire process behind it.

One conversation can trigger validations, decisions, updates across your platforms and a human approval. This is what runs underneath.

What we automate

One process at a time, across the company.

Pick an area to see what an agent system takes over, step by step.

Voice agents

Agents that pick up the phone.

Conversational voice agents that speak naturally, reason in real time, and execute inside your systems.

Discover voice agents
  • They call

    Outbound campaigns and inbound lines with sub-second conversational latency.

  • They sell

    Qualify prospects, address objections, and book calendar meetings in real time.

  • They interview

    Standardized voice screening interviews scored consistently against role rubrics.

  • They support

    Customer phone lines that resolve account queries via API instead of queuing tickets.

Enterprise

Built to be trusted with real operations.

The standards we hold every system to before it touches a real customer or a real transaction.

  • People stay in control

    Approvals, escalations and overrides are designed into every flow, at the exact points where human judgment matters.

  • Every action is traceable

    Calls, reasoning steps and system writes are logged with auditable trails, so any outcome can be verified.

  • No model lock-in

    We route dynamically across Claude, GPT, Gemini and specialized open-weights models. Your operations never depend on a single vendor.

  • Inside your stack

    Agents connect directly into Salesforce, HubSpot, SAP, Postgres and WhatsApp, instead of adding another detached dashboard to maintain.

  • Operated, not handed over

    We monitor, tune and extend each system after launch. Going live is day one of ongoing optimization.

  • Measured on process outcomes

    Success is defined by tangible unit economics: response velocity, cost per transaction, and completed tasks.

Models

A specific model for each step.

No single model is best at everything. We test and assign models per task, and swap them as better ones ship.

Model evaluation Illustrative

Live voice conversation

Scored on latency and natural turn-taking

  • OpenAI
  • xAI
  • Z.ai
  • Meta
  • ElevenLabs
  • Anthropic
  • DeepSeek
  • Kimi
  • Gemini
  • NVIDIA
  • Qwen
  • TypeSafe AI
Assigned this run Pick a step

Work

Selected work. Real businesses.

Campaigns, commerce and operations. A selection of the platforms we have built around the way each business works.

Gaming controller from the Burger King and Nintendo campaign case

Campaign platform

Burger King × Nintendo

High-concurrency digital promotion engine handling unique cryptographic QR validations, anti-fraud user registrations, and verifiable real-time prize distribution.

Explore project
BMW vehicle from the quotation system case

Vehicle quotation system

BMW & MINI

Enterprise vehicle configurator and quotation system integrating live inventory models, accessories, multi-tier financing calculations, and dealer CRM lead routing.

Explore project
Modern home and pool from the Osa Tropical Properties case

Real estate platform

Osa Tropical Properties

Proptech transaction and real estate platform featuring multi-tier MLS synchronization, independent content workflows, and automated client inquiry routing.

Explore project
Costa Rican waterfall from the Qué Buen Lugar travel platform case

Travel publishing platform

Qué Buen Lugar

High-traffic tourism publishing architecture combining editorial syndication, programmatic advertising spaces, and real-time audience engagement measurement.

Explore project

Method

From one process to a running system.

Every engagement follows the same four stages, from the first conversation to a system in production.

  1. Map

    We document how the process runs today: people, tools, exceptions, and where it breaks.

  2. Design

    We define the agents, the model behind each step, and where a human stays in control.

  3. Build

    We build it, connect it to your systems, and test it against real cases before launch.

  4. Operate

    We monitor results, tune the agents, and extend the system as volume grows.

Tell us which process costs you the most.

In a 30-minute discovery call, we map your current bottlenecks and show you exactly where autonomous agents eliminate repetitive manual work.

Schedule a discovery call ↗