RAG development · Brazil

RAG development services in Brazil

Mobile-first products in Spanish or Portuguese, built by senior engineers at cost-effective rates.

Clarigo Infotech builds retrieval-augmented generation (RAG) systems: AI search and assistants that find the right information in your documents, databases and knowledge base, then answer with sources. RAG keeps answers accurate and current without retraining a model, and respects who is allowed to see what.

Brazilian companies most often hire us for fintech, marketplaces and AI automation.

Share

10+

Years of delivery

600+

Projects delivered

20+

Countries served

25-30

Days to a live MVP

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Tell us what you need. A senior engineer replies within one working day.

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What matters to Brazil teams

Growth, mobile-first and cost-effective

Latin American businesses are scaling fast on mobile. We build products in Spanish or Portuguese, with local payments, that grow with you.

01

Mobile-first

Apps and sites designed for phones first, fast on any connection.

02

Local payments

Pix, Mercado Pago, OXXO and other local methods integrated alongside cards.

03

Spanish and Portuguese

Interfaces, content and AI assistants in your customers' language.

04

Cost-effective scale

Senior engineers at offshore rates, with a flexible shift for a daily live stand-up.

What we do

What we build with RAG

Chat with your documents

Ask questions across PDFs, policies, manuals and contracts and get answers with citations.

Enterprise knowledge assistants

One place for staff to find answers across Google Drive, SharePoint, Confluence and more.

Customer support answers

Grounded answers for support teams and chatbots, drawn from your help centre and product data.

Search over structured data

Combine document search with SQL and APIs so answers include live numbers.

Permission-aware retrieval

Users only get answers from content they are allowed to see.

Evaluation and tuning

Test sets that measure retrieval and answer quality, and tuning until they pass.

In depth

How we approach RAG development

Why RAG instead of fine-tuning

Fine-tuning changes how a model writes; RAG changes what it knows at the moment it answers. For most business questions RAG is cheaper, easier to update and easier to audit, because every answer points to its source.

Getting retrieval right

Quality depends on how documents are cleaned, split, embedded and searched. We use hybrid search (keyword plus vector), re-ranking and metadata filters, and test retrieval separately from the final answer.

Keeping it current and secure

Connectors keep the index in sync as documents change, and access rules from your source systems are applied at query time so nobody sees what they shouldn't.

Measured, not guessed

We build a test set of real questions with expected answers and track accuracy, citation quality and 'I don't know' rates, so you can see improvement and catch regressions.

Working with us from Brazil

Built for Brazilian teams

Time-zone overlap

Brazil is eight and a half hours behind India. We run flexible late shifts for a live daily stand-up in your morning, and work moves forward while you sleep.

Brazil's General Data Protection Law (LGPD)

We design to the LGPD: a legal basis for each use of data, data-subject rights, security controls and data hosted in Brazilian cloud regions when required. We sign NDAs before work starts.

Billing

Invoices in Brazilian reais (BRL) or US dollars. Typical senior rates are $25 to $49 (USD) per hour, or a fixed price for a defined scope.

Sectors · Brazil

Industries we work with in Brazil

Brazilian startups and businesses work with us on fintech, marketplace and AI products, with privacy designed to the LGPD and support for Portuguese interfaces.

Agribusiness

Large-scale farms adopt precision agriculture and logistics tools. We build AI agents, assistants and automation around these workflows.

Fintech and banking

Digital banks and Pix reshaped how Brazilians pay. AI here usually means faster reporting, fewer manual steps and better customer replies.

Retail and e-commerce

Mobile shoppers expect instalments and fast checkout. We start with one costly process and automate it end to end.

Mining and energy

Resource companies digitise operations and safety. We build AI agents, assistants and automation around these workflows.

Brazilian time · Sao Paulo

How the hours line up

Our team's hours, in Brazilian time

01:30–11:00

Monday to Friday

Overlap with your working day

09:00–11:00

About 2 hours every day

Daily stand-up

09:30

Brazilian time, plus written updates every evening

Local setup

Built for how Brazil works

Messaging channels

WhatsAppInstagramTelegram

Languages

Portuguese (Brazil)English

Local payments

PixBoletoMercado Pago

Data hosting

AWS South America (Sao Paulo), Google Cloud southamerica-east1 and Azure Brazil South, in your own cloud account, so data stays where your rules require.

Process

How it works

Week 1: discovery and design

We agree the use case, success measures and data, and show you a clickable design.

Weeks 2-3: build and integrate

We build, connect it to your systems and data, and demo working software every week.

Week 4: test and launch

We test with real cases, add monitoring and guardrails, then go live.

After launch: improve and scale

The same engineers keep tuning quality, cost and features as usage grows.

FAQ

RAG development services: questions from Brazil

Do you work with companies in Brazil?+

Yes. Clarigo Infotech works with companies across Brazil, including Sao Paulo, Rio de Janeiro, Belo Horizonte, as part of clients in 20+ countries. Brazilian companies most often hire us for fintech, marketplaces and AI automation. We work remotely from India with one in-house team.

What time-zone overlap do we get from Brazil?+

Brazil is eight and a half hours behind India. We run flexible late shifts for a live daily stand-up in your morning, and work moves forward while you sleep.

How do you handle Brazil's General Data Protection Law (LGPD)?+

We design to the LGPD: a legal basis for each use of data, data-subject rights, security controls and data hosted in Brazilian cloud regions when required. We sign NDAs before work starts.

Which currency do you bill in, and what does it cost?+

We bill in Brazilian reais (BRL) or US dollars. Senior engineers typically cost $25 to $49 (USD) per hour, and fixed-scope projects such as an MVP in 25 to 30 days are quoted after a free consultation.

Do you work with agribusiness companies?+

Yes. Agribusiness is one of Brazil's key sectors, and aI here usually means faster reporting, fewer manual steps and better customer replies.

What time are your meetings in Brazilian time?+

Our team works 01:30–11:00 Brazilian time, so we overlap with your day from 09:00–11:00. Daily stand-ups are usually at 09:30 your time.

Can you build in Portuguese (Brazil) and English?+

Yes. We build interfaces and content in Portuguese (Brazil) and English, and test them with native speakers before launch.

How long does a RAG project take?+

A focused RAG assistant over one set of sources typically goes live in 25 to 30 days, including a test set to measure quality.

What is RAG (retrieval-augmented generation)?+

RAG is a way of building AI assistants that first search your own documents and data for relevant information, then use a language model to answer from what was found, usually with citations.