Enterprise Artificial Intelligence

guatemalia

.com

Don't get left behind in the AI race — we'll help you make the leap. We implement enterprise-grade LLMs, RAG and agents on AWS Bedrock or on-premise. Made in Guatemala, for the world.

50+
Implementations
12+
Industries served
99.9%
SLA Uptime
5 Continentes
Global Reach
Tecún Umán · K'iche' · CraftWar Engine
craftwar.guatemalia.com
🎮 Another project by Guatemalia

Play CraftWar — an RTS built in Guatemala

A cross-platform real-time strategy game, free in your browser. Pick your race — including K'iche', led by the legendary hero Tecún Umán — and build your army: jaguar warriors, atlatl hunters, plumed lords and pyramid temples, all with original pixel art and 3D models.

Tecún UmánJaguar WarriorPlumed Lord Tikal PyramidMultiplayerFree
▶ Play CraftWar
Companies that trust us
Moder Ifinallywill.com SecurityGate nearustech Sapphire Labs IXL Center GIMI Institute Gatonegro
Enterprise AI consulting · Nearshore

LLM implementation for Guatemalan companies, with a nearshore advantage

We offer enterprise AI consulting and nearshore development from Guatemala for the United States and all of Latin America: same time zone as the US East/Central coast, bilingual teams, and Spanish-native AI agents built for Latin American companies from the ground up, not translated afterward.

Same time zone
Aligned with US business hours — real-time meetings and support, no +8/+12 hour offset.
Bilingual teams
Implementation and documentation in Spanish and English, for Guatemalan companies and international clients.
Nearshore cost
Central American cost and technical talent advantage, without sacrificing delivery quality.
Spanish-native AI
AI agents designed in Spanish for Latin American companies, not a translation of a product built for another market.
TRANSFORMATION

How an LLM redefines
your operation

Three ways enterprise artificial intelligence transforms organizations.

New Opportunities

Uncover hidden insights, automate strategic intelligence, and open new revenue streams in minutes.

Cost Reduction

Automate repetitive work, cut costly errors, and speed up critical decisions across your operation.

Daily Improvement

Every person on your team works with AI assistance. Exponential productivity without forced culture change.

ENTERPRISE SOLUTIONS

Our Services

AWS

AWS Bedrock & LLM Architecture

For companies that want managed LLM infrastructure in the cloud. Bedrock setup, model selection, API orchestration, cost optimization.

On-Premise + LangChain

For regulated industries that need local control. Private hardware, air-gapped options, GDPR/compliance-ready.

Azure & Custom Solutions

For any company that needs tailor-made AI integrations. Custom flows, fine-tuning, integration with existing systems.

PRODUCTS

A deliverable with a date and a result

We don't sell enterprise AI consulting — that says nothing. We sell a specific agent, RAG, or MCP server, running in production, with a delivery date.

PRODUCT 1

Custom Agent

We implement your first AI agent in production, connected to your data, running on AWS Bedrock — from zero to live in 6-8 weeks, with support included.

  • Agent designed for a specific process in your business, not a generic demo
  • Deployed on AWS Bedrock (or on-premise if you require it)
  • Connected to your real systems and data, not sample data
  • Support included for the first 90 days
Request a quote
Your dataAgent · BedrockAction executed
PRODUCT 2

RAG on Your Data

We connect an LLM to your documentation and internal knowledge base — precise answers based on your company's real information, not generic hallucinations. Live in production in 4-6 weeks.

  • Ingestion and indexing of your existing documentation or knowledge base
  • Retrieval + generation pipeline connected to an LLM
  • Answers traceable back to the original source — no black box
  • Continuous vector database updates as your data changes
Request a quote
DocumentationRAG EngineResponse + source
PRODUCT 3

Custom MCP Server

We build the MCP server that connects your internal tools — CRM, databases, APIs — to any AI agent you use today or tomorrow. One integration, reusable. Delivered in 3-5 weeks.

  • MCP server connected to your internal systems (CRM, ERP, in-house APIs)
  • Compatible with Claude, GPT, Bedrock and any agent that supports it
  • Documented and ready for future agents to reuse without rebuilding it
  • Integration testing included before delivery
Request a quote
Agent / LLMMCP ServerCRM · DB · APIs
MCP SERVER FOR AI AGENTS

Free MCP Server for AI Agents

guatemalia.com exposes a free, public MCP (Model Context Protocol) server at https://guatemalia.com/mcp — real-time access to Alleria, our AI with RAG over our actual knowledge base. No API key, no sign-up, standard streamable-http transport. Built so any AI agent (Claude, GPT, Gemini, or your own) can query up-to-date information from guatemalia.com instead of scraping HTML or relying on stale training data.

En español: guatemalia.com expone un servidor MCP (Model Context Protocol) público y gratuito para agentes de IA — sin autenticación, sin costo. Cualquier agente de IA (Claude, GPT, Gemini o el tuyo) puede consultar información actualizada de nuestros servicios directamente, en vez de raspar HTML o depender de datos de entrenamiento desactualizados.

🤖 Documentation for AI agents — /ai/ →
ENTERPRISE ARCHITECTURE

AWS Converge Architecture: Use Cases

A single platform that adapts to different industries. The same Agents, RAGs and Orchestrators run in retail, finance, healthcare, logistics and more.

Retail & E-commerce

Recommendation agents that drive sales, chatbots that understand intent, RAGs that query inventory in real time. We implement these solutions for retailers and e-commerce companies in Guatemala and Central America.

Finance & Banking

AI-assisted risk analysis, real-time fraud detection, personalized advisory with automatic compliance. We work with banks and financial institutions in Guatemala adopting AI under strict regulatory compliance.

Healthcare & Biopharma

Triage agents that understand symptoms, clinical case analysis, RAGs connected to the latest medical literature. Available for clinics and pharmaceutical companies in Guatemala and the region.

Logistics & Supply Chain

AI-driven route optimization, demand forecasting, agents that coordinate suppliers and detect disruptions. We implement this for logistics and supply chain companies across Central America.

Manufacturing & Industry

AI-based predictive maintenance, vision-powered quality control, agents that ensure regulatory compliance on the production line. Available for manufacturing plants in Guatemala.

Public Sector & Defense

Intelligence-analysis agents, classified document processing, RAGs with sensitive data on secure on-premise infrastructure. We work with government institutions in Guatemala under strict security protocols.

Law Firms

Case-law analysis agents, automated precedent search, compliance-aware assisted contract drafting, discovery assistant. Service for law firms in Guatemala and Central America.

Cybersecurity

Network traffic anomaly detection, real-time log analysis, automated incident response generation, AI-driven threat intelligence. Available for security teams at companies across Central America.

Real Estate

AI-powered automated appraisal agents, 24/7 property chatbot, market trend analysis, smart client-property matching.

Sales

Lead-scoring agents, customer churn prediction, personalized cross-sell recommendations, sales-call assistant with sentiment analysis.

Customer Service

Multichannel chatbots (chat, email, WhatsApp, voice), automatic resolution of common tickets, smart escalation to humans, real-time satisfaction analysis.

TECHNICAL ARCHITECTURE

How our system works

An integrated flow of LLMs, intelligent agents, data retrieval and real-time observability.

INTEGRATIONS
API REST
Chatbots
Email/Webhook
CRM/ERP
CORE ENGINE
Primary LLM
Orchestrator
Agents
RAG Engine
DATA & MONITORING LAYER
Data Lake
Vector DB
Telemetry
Audit Trail
PROCESSING FLOW
1

Data Input

The user or system sends a query, document, or request through any integrated channel (API, chat, email, etc.).

2

Analysis & Orchestration

The Orchestrator determines which specialized agent should handle the request and coordinates with RAGs to retrieve relevant contextual data.

3

LLM Processing

The LLM plus contextual data generates an intelligent response, strategy, or action. The agent executes decisions and compliance checks.

4

Response & Monitoring

The response is delivered to the user. The system logs metrics, performance data, and audit trails for observability and continuous improvement.

AI AGENTS

Multi-Agent Orchestration

A central orchestrator coordinates specialized agents in parallel — each one owning a layer of the stack — to generate a complete website from a single natural-language instruction.

STATE SHARED requirements frontend_code backend_code blockchain_code devops_config qa_report errors[ ] completed[ ] read/write REQUEST "Build me a website..." ORCHESTRATOR LangGraph StateGraph analyze intent plan tasks route agents merge results FRONTEND React / Next.js Tailwind CSS UI Components FULL STACK FastAPI / Laravel DB Schema Auth / REST API optional: SEO / CMS / AI BLOCKCHAIN Solidity Contracts Web3.js / ethers ABI + Deployment DEVOPS Docker / Nginx CI/CD Pipeline Infrastructure QA + REVIEW AGENT validates integration · lint · security audit DEPLOY AGENT docker compose up · dns · ssl certificate smoke test · health check RESULT misitio.com
Orchestrator Frontend Backend / Full Stack Blockchain (optional) DevOps / Infrastructure QA / Review
View full documentation with code
PRICING

Start with a pilot, scale once it works

Three tiers built for the Central American market — not Silicon Valley prices, not junior-freelancer prices either.

RECOMMENDED TO START
Pilot / Proof of Value
$3,000 – $6,000
Duration: 2-3 weeks

What's included: 1 agent or RAG for a single process, with fixed scope.

Ideal for validating real value before a bigger commitment — and generating your first success story.

Full Implementation
$8,000 – $20,000
Duration: 6-8 weeks

What's included: Agent in production + integration with your systems + 90-day support.

The flagship product — an agent, RAG, or MCP server running end to end.

Monthly Retainer
$800 – $2,500/mo
Duration: ongoing

What's included: Maintenance, improvements, and monitoring of the already-deployed agent.

Recurring revenue after the first contract — your agent keeps improving over time.

Final price depends on scope and complexity — schedule a call for an exact quote.

Let's talk about your project

Let's build your AI advantage

Tell us your use case — we will reach out for a free technical consultation.

No spam · Only replies from our technical team

Or email us directly at info@guatemalia.com