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Agentic models · in production · right now

Digital business
with AI agents.
Let's not give. Production.

We build complete digital businesses — not patches or loose tools. AI agents that serve clients 24/7, generate qualified leads, process documents, and operate your business while you sleep. End-to-end agentic models with monitoring, deterministic fallback, and code your team can maintain.

Agents in production · No experimentos We respond <48h 7 live digital businesses
Active agents
Agentic system in operation
24/7 live
🎯
Customer Service Agent
Respond · Classify · Scale
● 24/7
🚀
Lead Generator Agent
Scraping · Scoring · Outreach
● 100 fonts
📄
Document Agent
OCR · Extraction · Validation
● 879 docs
⚙️
Operations Agent
Monitoring Backups Recovery
● 99.9%
Agentic ecosystem
4 agents · 1 complete system
See how it works
Digital businesses in production: Sterlin Point · Richway Solutions · LIVE G Group · Main Stage Media · Parrot Suits
01

Agentic Models

We do not sell loose tools. We build entire digital businesses, operated by AI agents working 24/7.

🧠

Agentic Business Models

In production

We design and build complete business models powered by AI agents. We do not automate a process — we create the complete system: lead capture, scoring, nurturing, conversion, onboarding, delivery, post-sales support and re-engagement. All orchestrated by agents that make decisions, learn from each interaction, and escalate to human only when necessary. Your business operates while you sleep.

Agentic lead scoringAutomatic nurturingFrictionless onboardingIntelligent re-engagement
24/7
operating alone
🎯

Agentic Customer Service

WhatsApp + Web

AI agents that serve clients 24/7 on WhatsApp, web and email. They classify queries, extract data from documents, predict customer intent, and escalate to human only when the case requires it. With deterministic fallback so you are never left unresponsive. Human-in-the-loop: The agent knows when to stop and hand the case to a real person. Each interaction feeds the agent's learning — each day is better than the last.

WhatsApp BusinessNLP ClassificationScaled to humanDeterministic fallback
92%
self-solved
🏗️

Complete Digital Businesses

In production

No patches or loose tools — complete digital businesses. From idea to production: web, backend, API, database, AI agents, payment gateway, management dashboard, 24/7 monitoring and support. Everything integrated, everything working. Sites that load in <1s, WCAG 2.1 AA, Technical SEO from day zero. Deploy on your infrastructure or ours. Clean code that your team can maintain without us.

Frontend + Backend + AIManagement Dashboard24/7 Monitoringmaintainable code
7
live business

On-demand agent system

Do you have a business that needs to operate alone?

Get started
Stack agéntico
Python
Backend
Bun
Frontend
FastAPI
API
Ollama
Local LLM
OpenAI
LLM cloud
n8n
Workflows
SQLite
D.B.
Docker
Infra
02

We do not sell tools.
We build businesses with agents.

Adonis — Automation Engineer

No hay "en progreso" perpetuo. Se lanza o se ajusta. Cada modelo agéntico tiene métricas from el día uno — cuántos leads generó, cuántos clientes atendió, cuántos documentos procesó. The simplest solution that solves the problem. If Kubernetes isn\'t needed, it isn\'t used. Agents in production, not in demos.

I started automating internal processes — reports that took 8 hours and went to 15 minutes. Today: 7 digital businesses in production, 22+ systems with AI agents, 4 services with systemd and auto-recovery, 3 supported languages, 0 demos.

Five customer businesses in production. Seven live sites in total. Not PowerPoint. No promises. Each client can see their agents working in real time — how many leads, how many responses, how many documents. Built right the first time, reliably and safely.

Why

We exist because 85% of the repetitive work in any company can be done by an AI agent. If a task can be automated, you should have an agent doing it. If a process can be measured, it should be measured. If a business can be built with agents, it should be in production — not on a roadmap.

0
In production
0
Breakpoints
0
Response
0
AI live agents
01

Agents who work, do not promise

There is no perpetual "in progress." It is launched or adjusted. Every agent has metrics from day one.

02

Simple by design

The simplest solution that solves the problem. If Kubernetes isn\'t needed, it isn\'t used.

03

Agents in production

No presentations. No eternal POCs in staging. Real agents serving real clients.

Process

From problem to production

01

Diagnose

Listen, map processes, find where everything breaks.

02

Build

Design, code, iterate. Early deploy, fast feedback.

03

Ship

Real production. Clear metrics. Support included.

Stack
Python
Backend
react
Frontend
TypeScript
Types
OpenAI
IA
n8n
ETL Pipelines
WCAG
A11Y
SEO
Marketing
Bun
Runtime
AdonisSignature architecture diagram — FastAPI + Bun + Alpine.js + Tailwind CSS + SQLite + 16-subsystem orchestrator
AI Stack

Technologies we deploy

We don't do AI consulting. We deploy it. Agents that classify leads, extract data from documents, predict trends and make decisions — with deterministic fallback when the model fails. Your team runs the system. We maintain the infrastructure.

OpenAI
Agents & LLMs
Anthropic
Claude API
n8n
Visual workflows
Python
Backend & pipelines
FastAPI
Production APIs
Webhooks
Integrations en tiempo real
Docker
Containerized deploy
Ollama
Local models
Lighthouse
Performance & SEO
03

Projects that
ship.

Richway Solutions — live screenshot
Events 01 In production LIVE

Richway Solutions

Event production in South Florida. WCAG 2.1 AA corporate site with 7 breakpoints, technical SEO, and full accessibility.

7breakpointsWCAG 2.1 AA
See it live →
LIVE G GROUP — live screenshot
Events 02 In production LIVE

LIVE G GROUP

Event production in Miami. Landing with 8 services, gallery, FAQ, anti-spam contact form, and local SEO.

8servicesPWA
See it live →
Sterlin Point Group — live screenshot
Events & Rentas 03 In production LIVE

Sterlin Point Group

Event production and equipment rentals. 33-product catalog, 4 bundle packages, search and filter, wishlist, case studies, and FAQ.

33products9.9/10
See it live →
Main Stage Media — live screenshot
Events & Seguridad 04 In production LIVE

Main Stage Media

Protocol, security and transportation for events in South Miami. Honest site with unfabricated stats, real geographic scope, and working contact form.

3servicesSouth Miami
See it live →
Results — Live Screenshots
Richway Solutions — live screenshot
Richway Solutions
Event Production · 7 breakpoints
LIVE G GROUP — live screenshot
LIVE G GROUP
Event Planning · SEO · PWA
Sterlin Point Group — live screenshot
Sterlin Point Group
33 rental products · 9.9/10
Main Stage Media — live screenshot
Main Stage Media
Protocol · Security · Transport
Adonis Signature — live screenshot
Adonis Signature
3 langs · 6 themes · PWA
Adonis Signature Homepage
Adonis (Mobile)
Command Palette · Themes
Results

Real metrics from projects in production.

Richway Solutions 7 breakpoints WCAG 2.1 AA

Event production site in South Florida. WCAG 2.1 AA, fully responsive, SEO optimized. In production.

No web presence 7 devices, AA
LIVE G GROUP 8 sections PWA

Event production in Miami. Planning, production & experiential marketing. SEO and security hardening.

No web presence 8 services, LIVE
Sterlin Point 33 products 9.9/10

Event production and equipment rental. Catalog of 33 products, 4 bundles, search and advanced filters.

Static page Full e-commerce
Main Stage Media 3 services 17/17 checks

Protocol, security and transportation for events in South Miami. Honest site with unfabricated stats and real geographic scope.

No scope scoped

Could your operation be the next result?

We don't sell consulting. We ship systems with metrics.

Get started

Portfolio shown for illustration. Complete case studies available upon request.

04

Systems in production

No presentations. Don't mock. Real systems running 24/7 with verifiable metrics.

Case Study AI Services AI API

AI API packaged for production. Three endpoints: classify, extract, summarize. Deterministic fallback when the model fails. Free tier: 100 requests/month. Billing for actual use.

3
API endpoints
20
API calls
100
free/month
v1
production
AI
AI Services — classify · extract · summarize
FastAPI + Ollama · $0.50/1k classify · $0.75/1k extract · In production
Case Study Parrot Suits

Premium bespoke tailoring in Mexico. Custom-made suits, shirts and tuxedos with European fabrics, strategic visagism and lifetime warranty. Transparent pricing from $12,000 MXN. E-commerce + landing + scheduling.

43
images
9
competitors
$12K+
from
P.S.
Parrot Suits — Bespoke Tailoring
HTML + CSS + JS · Production
Case Study Adonis Monitor

Monitoring dashboard with auto-restart. 9 local services + 6 production sites. Uptime history, system metrics (disk/RA.M/CPU), watchdog every 5 minutes.

9
services
6
prod sites
5min
watchdog
A.M
Adonis Monitor — 24/7
Python + Bun · localhost:8530

Metrics of active in production systems. Verifiable in real time. Client references available upon agreement.

Technologies & platforms

Python FastAPI Flask Bun react TypeScript SQLite Docker OpenAI Anthropic n8n Stripe Webhooks LibreOffice BeautifulSoup Tailwind Alpine.js
AdonisSignature vs Zapier vs Make vs n8n — comparison across approach, pricing, i18n, custom AI, source code, autonomy, monitoring, themes, and command palette
06

Store

AI agents, APIs and services. Direct purchase. You don't go out calls.

⚡ We respond in < 48 hours with a specific diagnosis. If we don't fit, we tell you — we don't sell you what you don't need.

All prices are USD. Secure payments processed by Stripe. The code is yours from day one.

07

Frequently asked questions

An agentic business model is an entire digital business operated by AI agents. We do not automate an isolated process — we build the complete system: lead capture with agentic scoring, 24/7 customer service, document processing, operations, monitoring and support. Agents make decisions, learn from each interaction, and escalate to human only when necessary.

We responded in less than 48 hours with a concrete proposal. A single agent (Agent Starter) is in production in 1-2 weeks. A complete digital business (Business Agent) takes 3-6 weeks depending on complexity.

30-day post-delivery guarantee for bug fixes within the original scope. All production projects are measurable and transparent.

Yes. We work remotely with clients in the United States, Mexico, England, Portugal and Latin America. Communication in Spanish, English and Portuguese.

Python, react, TypeScript, Bun, Node.js, FastAPI, SQLite, PostgreSQL, Docker, OpenAI, n8n. We pick the simplest tool that solves the problem. If a bash script works, we don\'t use Kubernetes.

No. Agents handle repetitive work — answering common queries, qualifying leads, processing documents, monitoring systems — so your team can focus on what requires human judgment. Human-in-the-loop: The agent knows when to stop and escalate a person. The goal is to augment, not replace.

Each agent has deterministic fallback — if the AI ​​model is unsure, it uses predefined rules instead of inventing them. Additionally, human-in-the-loop: the agent escalates to human when the case requires it. And 24/7 monitoring with automatic alerts if something goes off track.

No. About we handle all the engineering. You receive a working business: agents serving clients, generating leads, processing documents. Management dashboard to see everything in real time. Clear documentation for your team if they want to understand how it works.

Yes. Richway Solutions (richwaysolutionscorp.com), LIVE G GROUP (liveggroup.com) and this very site are in production. Visit the links in our portfolio.

The Growth plan includes continuous support and monthly optimization. For Starter, 30 days post-delivery support. Extended maintenance is quoted separately.

Yes. All systems can be deployed on your infrastructure (on-premise, Docker, VP.S.) or ours. You decide where your data lives. Clean, documented code so your team can maintain it without us if you prefer.

All systems include API key authentication, encryption in transit (HTTP.S./TLS), 127.0.0.1 bindings (we never expose services directly to the internet), active firewall, fail2ban, rotating backups with 7-day retention, and file integrity monitoring with automatic alerts. Audited access and least-privilege principle.

Have another question?

Write us
08

Have a project?

Write to us. We responded in under 48 hours with a technical diagnosis — proposed architecture, suggested stack, estimated timeline. Not a 40-page PDF. Not a 60-minute call. A 2-page document you can execute.

Direct contact

Location Remote · US + LATAM
Response < 48h
Direct WhatsApp
Reply in minutes

3 projects · WCAG 2.1 AA · <48h Response

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