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
Companies that trust us
Moder Ifinallywill.com SecurityGate nearustech Sapphire Labs IXL Center GIMI Institute Gatonegro
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
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.

Finance & Banking

AI-assisted risk analysis, real-time fraud detection, personalized advisory with automatic compliance.

Healthcare & Biopharma

Triage agents that understand symptoms, clinical case analysis, RAGs connected to the latest medical literature.

Logistics & Supply Chain

AI-driven route optimization, demand forecasting, agents that coordinate suppliers and detect disruptions.

Manufacturing & Industry

AI-based predictive maintenance, vision-powered quality control, agents that ensure regulatory compliance on the production line.

Public Sector & Defense

Intelligence-analysis agents, classified document processing, RAGs with sensitive data on secure on-premise infrastructure.

Law Firms

Case-law analysis agents, automated precedent search, compliance-aware assisted contract drafting, discovery assistant.

Cybersecurity

Network traffic anomaly detection, real-time log analysis, automated incident response generation, AI-driven threat intelligence.

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
AI WORKFLOWS

130+ Agent Use Cases

Iterative, dynamic orchestration diagrams for every industry.
Click any card to see the full animated flow.

130+
Workflows
24
Industries
4
Diagram types
METHODOLOGY

How we work with you

1

Consulting

We assess your processes, available data, and AI readiness. We document the highest-impact opportunities.

2

Transparent Quote

Detailed budget based on your specific scope. Flexible pricing models: license, usage-based, or hybrid.

3

Execution & Support

Deployment, integration, team training, and 24/7 support for 6 months post-launch.

Our Projects

Our platforms,
built in-house

We build and operate our own AI platforms end to end — the same engineering discipline we bring to every client implementation.

01 — Project

ax86

Software and systems studio — architecture, technical products and custom platforms. The technical house behind integrations, APIs and the engineering layer that powers experiences like guatemalia.

Software Guatemala ax86.tech
Learn more
02 — Project

guatemalia

Our own AI platform: enterprise LLM deployments, RAG pipelines and the Alleria assistant — running the exact stack we implement for clients.

AI · Alleria RAG Bedrock
Learn more
Conversational AI · Bedrock + RAG

Alleria
Your enterprise AI copilot

An LLM connected to your data and systems via RAG and MCP — answers with real business context, executes actions, and deploys on AWS Bedrock or on-premise. Available in Spanish and English.

Answers from your own data
RAG over your internal documentation, reports and knowledge bases
Connected to your systems
Agents with MCP servers to act on your APIs and tools
Secure and auditable
AWS Bedrock or on-premise, with logging and compliance by design
A
Alleria
Enterprise AI · Online
Hello! I'm Alleria. What business process can I help you with today?
What was our sales growth last quarter?
Per the report connected via RAG, growth was 18% QoQ, led by the north region. Want the breakdown by product?

Alleria is available in live chat. Try it with a real question about your business.

Q3 sales summary Automate onboarding Look up internal policies
Sponsors & Partners

Allies that make
the guatemalia vision possible

Companies and organisations that believe in Guatemala's potential and support the mission of bringing the best of the country to the world.

Does your company want to be part of the guatemalia story?

Become a sponsor
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