01 / 03

01 / WHAT WE CAN BUILD

Technology that understands
what you need to solve.

Consulting, engineering and AI in one team. We connect what you have with what your business could achieve.

01

Agents that work with your team

Assistants that find information, coordinate tasks and use your tools. You define the permissions and the decisions that need approval.

Agentic workflowsHuman oversight
Explore agents ↗
02

Systems that work together

We integrate ERP, CRM, email, WhatsApp, databases and applications. We build APIs and MCP servers to connect tools and data with AI applications.

APIs and integrationsMCP
Connect my operations ↗
03

Documents that become data

We extract, classify and organize information from PDFs, forms and images. We validate the data before sending it to your systems.

Reading and extractionValidation
Put my documents to work ↗
04

Your knowledge, one question away

We build assistants that find answers in your manuals, policies and documents, with source references and access tailored to each user.

RAGIntelligent search
Put my knowledge to work ↗
05

A new chapter for your software

We analyze existing systems, reconstruct their rules and document their architecture. We modernize in stages, using reverse engineering on software you own or are authorized to analyze.

Reverse engineeringCustom software
Modernize my platform ↗
06

Smarter content

CMS platforms and portals with intelligent search, classification, assisted drafts and metadata. Your team retains editorial judgment and approval.

AI-powered CMSPortals and multisite
Transform my content ↗

THE ENGINEERING BEHIND IT ALL

We build what's next.
We also look after what already works.

02 / FROM IDEAS TO EVERYDAY WORK

AI makes more sense
when it becomes useful.

Find a scenario that feels like your day-to-day work. Every business starts from a different place.

ADMINISTRATION / DOCUMENT INTELLIGENCE

From PDF to useful data.
Without entering it again.

Your team receives documents and copies the same data between spreadsheets and systems.

A workflow receives the file, extracts the information and flags exceptions for review before recording it in your ERP.

Less manual data entry. More control over every document.
This sounds like my situation
milpasoft / document intelligenceILLUSTRATIVE EXAMPLE
↳purchase-order.pdfDocument received
Organized information
Supplier
Example company
Document
Purchase order
Reference
OC-0042
Destination
Your ERP
✓ Ready for human review
Receive → Understand → Validate → IntegratePEOPLE + AI

Illustrative scenarios. Each implementation is designed and validated for your processes, data and systems.

03 / A CLEAR WAY FORWARD

First, we understand.
Then we build.

Start with a specific process or evolve an entire platform. Together, we define the next step that makes sense.

01

Understand

We listen to your team, map the process and identify where AI can add value.

A well-defined problem.
02

Validate

We build a pilot with representative data and agree on how to assess its usefulness.

Evidence to guide your decision.
03

Integrate

We bring the solution into your systems with testing, permissions, documentation and training.

A solution ready to use.
04 +

Evolve

We support your operations, review results and improve what needs attention.

Continuity and improvement.

IF YOU'RE GETTING STARTED

Your first AI use case.

From a time-consuming process to a pilot with clear objectives.

IF YOU'RE READY TO GO FURTHER

AI within your operations.

We connect data, agents and tools with the platforms you already use.

04 / EXPERIENCE THAT SUPPORTS WHAT'S NEXT

The next chapter
starts with a solid foundation.

Our experience in software, integrations and operations is the foundation for building what comes next with you.

CUSTOM SOFTWARE + CLOUD

Perfilan

A platform that evolves with your operations.

Technical consulting, custom CRM development and continued support for cloud architecture.

Python / Django / React / AWS

CMS + INSTITUTIONAL OPERATIONS

Gobierno de Nayarit

Institutional content, connected.

Multisite, multidomain CMS implementation, with training for technical teams.

Multisite / Content / Training

INTEGRATION + AUTOMATION

Grupo ÁlicaRecruitment project

A more organized recruitment process.

A candidate sourcing and qualification system to organize recruitment.

Processes / Integrations / Software
More project experience

IVTI and Gobierno de Monterrey

A professional custom CMS, tailored components and institutional content migration.

Niticolor

Odoo ERP, a website, online payments, AWS infrastructure and customer acquisition.

Qin

A custom satisfaction survey system, deployed on the client's own infrastructure.

Selected projects from our experience in engineering, integration and platform operations.

05 / BEFORE WE BEGIN

Good questions.
Clear answers.

Clarity is part of the solution, too.

Let's discuss your situation
Where should we start with AI?

With a specific process: what happens today, where time is lost and what outcome you need to improve. We then assess the data, the systems and how to measure progress. We can start with a focused pilot.

What's the difference between a chatbot, an agent and MCP?

A chatbot holds conversations. An agent can use tools to perform tasks. MCP is a standard way to connect AI applications with tools and data. We choose the combination your operations need.

What is RAG, and how can it help my business?

RAG retrieves information from your documents and uses it as context to answer questions. It is useful for consulting manuals, policies or internal knowledge with references to the sources. Its quality depends on the available information and on testing the solution.

Do I have to replace my current systems?

First, we review what you already use. Where feasible, we connect and extend your systems. The possibilities depend on their APIs, available access and technical conditions. If modernization is needed, we propose a phased approach.

How is access to my information controlled?

We define authorized sources, role-based permissions and activity logs. We choose the architecture and providers according to the sensitivity of your data and the project's needs. These controls are agreed before implementation.

What happens if the AI makes a mistake?

AI can make mistakes. We include testing, validation, references and human review as appropriate for each task. Important actions may require your approval before they are carried out.

How much does a project cost, and how long does it take?

That depends on the process, integrations, volume and controls required. We first define a specific scope, deliverables, and implementation and operating costs. This gives you the information you need to decide before moving forward.

LET'S START WITH A CONVERSATION

You know
the problem.
Let's build
what comes next.

Tell us what you want to improve. We'll help you find a clear, practical starting point that serves your business.

+52 311 374 5329 Mexico · Remote projects and collaboration

Let's talk about your operations.

Tell us what you need to solve. We'll get in touch to follow up.

We'll use your information to respond about your project. Privacy notice.

Prefer WhatsApp? Start a conversation ↗
MILPASOFT / OUR VISION

ENGINEERING + INTELLIGENCE

It all starts
with understanding.

Artificial intelligence starts with understanding how your business works.

Voice generated with Gemini · Original animation · 35 s

Read the transcript

At Milpasoft, artificial intelligence starts with understanding how your business works. Imagine documents that become information ready for review. Systems that share context. An assistant that finds answers in your company's knowledge. And agents that coordinate tasks, with your team in control. We design software, connect tools and bring these ideas into real operations. From your first use case to the evolution of an entire platform. Milpasoft. Software engineering. Applied intelligence.