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.
What can an agent do for your business?
AI Agents
Agents that classify leads, extract data from documents, predict trends and make decisions. With deterministic fallback so that they are never left unresponsive.
See how →Turn raw data into decisions
Data pipelines, self-updating dashboards, data warehouses your team actually uses.
See how →Predict & forecast
Demand forecasting, churn prediction, fraud detection, pricing optimization. Historical data turned into intelligence.
See how →See what the human eye misses
Computer vision for quality control, document OCR, image recognition, real-time video analytics.
See how →Agentic Models
We do not sell loose tools. We build entire digital businesses, operated by AI agents working 24/7.
Agentic Business Models
In productionWe 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 Customer Service
WhatsApp + WebAI 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.
Complete Digital Businesses
In productionNo 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.
On-demand agent system
Do you have a business that needs to operate alone?
We do not sell tools.
We build businesses with agents.
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.
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.
Agents who work, do not promise
There is no perpetual "in progress." It is launched or adjusted. Every agent has metrics from day one.
Simple by design
The simplest solution that solves the problem. If Kubernetes isn\'t needed, it isn\'t used.
Agents in production
No presentations. No eternal POCs in staging. Real agents serving real clients.
From problem to production
Diagnose
Listen, map processes, find where everything breaks.
Build
Design, code, iterate. Early deploy, fast feedback.
Ship
Real production. Clear metrics. Support included.
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.
Projects that
ship.
Richway Solutions
Event production in South Florida. WCAG 2.1 AA corporate site with 7 breakpoints, technical SEO, and full accessibility.
LIVE G GROUP
Event production in Miami. Landing with 8 services, gallery, FAQ, anti-spam contact form, and local SEO.
Sterlin Point Group
Event production and equipment rentals. 33-product catalog, 4 bundle packages, search and filter, wishlist, case studies, and FAQ.
Main Stage Media
Protocol, security and transportation for events in South Miami. Honest site with unfabricated stats, real geographic scope, and working contact form.
Real metrics from projects in production.
Event production site in South Florida. WCAG 2.1 AA, fully responsive, SEO optimized. In production.
Event production in Miami. Planning, production & experiential marketing. SEO and security hardening.
Event production and equipment rental. Catalog of 33 products, 4 bundles, search and advanced filters.
Protocol, security and transportation for events in South Miami. Honest site with unfabricated stats and real geographic scope.
Could your operation be the next result?
We don't sell consulting. We ship systems with metrics.
Portfolio shown for illustration. Complete case studies available upon request.
Systems in production
No presentations. Don't mock. Real systems running 24/7 with verifiable metrics.
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.
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.
Monitoring dashboard with auto-restart. 9 local services + 6 production sites. Uptime history, system metrics (disk/RA.M/CPU), watchdog every 5 minutes.
Metrics of active in production systems. Verifiable in real time. Client references available upon agreement.
Technologies & platforms
Latest articles
View all →5 integrations that every business needs in 2026
The 5 integrations that separate companies that scale from those that stay stuck: webhooks, APIs, CRMs, ERPs and process automation.
Read →API first: the architecture that scales your business
Why companies that adopt API-first scale 3x faster: simplified integration, code reuse, and true vendor independence.
Read →Report automation: from hours to minutes
How we transformed an 8-hour process into 15 minutes with Python and automated ETL pipelines. A real production case.
Read →Store
AI agents, APIs and services. Direct purchase. You don't go out calls.
All prices are USD. Secure payments processed by Stripe. The code is yours from day one.
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 usHave 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.
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