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Applied AI for companies · Joinville-SC

Applied AI that ships and never makes up a number

Document AI, computer vision, AI agents and automation for companies, with deterministic checks behind every result.

Book a free assessment See services and offers
  • Fixed-scope entry offers with a published starting price
  • A measured pilot before production
  • Can run on your own servers

How a value reaches your system

  1. 01Documentinvoice_0412.pdf · p. 2
  2. 02AI suggeststotal = 12,480.00 (line 31)
  3. 03Rules checkΣ items = 12,480.00 ✓
    doesn't reconcile? human review
  4. 04Systemsaved with where it came from
AI finds and suggests; the number is read from the source and checked by rules. Anything that doesn't reconcile goes to a person, never straight into your system.

How we work

Proof first, then the project

No leap of faith required: the gain is measured in a small pilot before any large project.

  1. 01

    Free assessment

    A video call about the process, the volume and the systems involved. You come away with an estimate of the gain and a pilot proposal, with no obligation.

    Free, online

  2. 02

    Measured pilot

    A small, fixed scope, a short timeline and metrics agreed before we start: hours saved, errors avoided, time per document.

    1 to 12 weeks, depending on the service

  3. 03

    Production

    With the pilot results in hand, you decide. In production, the system runs with monitoring, documentation and team training.

    Monitored and documented

Entry offers

Start small, with a fixed scope and price

Short packages that prove the gain before a bigger project: a published starting price, a set timeline and a measured result.

Entry offer

An automatic deck for your monthly report

from US$ 450

Timeline: 10 business days

  • Your company's visual template
  • Deck generated from your spreadsheet
  • 1-hour training session
I want this offer Presentation generator

Entry offer

AI assessment in 5 business days

from US$ 690

Timeline: 5 business days

  • 2 interviews with your departments
  • Opportunity map ranked by return
  • Quick prototype of 1 use case
  • Final report and presentation
  • Fee credited toward the pilot, if you go ahead
I want this offer AI adoption: assessment, pilot and training

See all offers

Services

From quick wins to engineering projects

30 services in three levels. Each one has its own page with the problem it solves, the pilot scope, the timeline and how pricing works.

Essential

Delivered in a few weeks with a smaller budget. A good first step.

Presentations and translation

Automated presentations and reports

Slide decks and reports built from spreadsheets, documents and data, in your company's template.

Pilot
2 to 3 weeks
Pricing
Custom quote
Process automation

Process automation and integrations

Bots and integrations that take repetitive work off spreadsheets, email, portals and internal systems.

Pilot
2 to 4 weeks
Pricing
from US$ 950
Data and BI

Dashboards, BI and data engineering

Data from several systems brought together in reliable dashboards that refresh on their own.

Pilot
3 to 5 weeks
Pricing
Custom quote
Export compliance (EU and US)

Supplier ESG data package (VSME, scope 1 and 2)

One set of indicators in the VSME format (energy, scope 1 and 2 emissions, waste and social metrics), with checked evidence and reusable answers. Data preparation, not assurance.

Pilot
3 to 4 weeks
Pricing
Custom quote

Intermediate

AI at the core of the process, with rule-based checks and integration into your systems.

Documents and OCR

Document AI that never makes up a number

Data extraction from scanned PDFs, invoices, bills, contracts, statements and reports, checked against business rules.

Pilot
3 to 6 weeks
Pricing
from US$ 2,400
AI agents and assistants

AI agents for internal processes

Agents with tools (APIs, databases, documents) that complete tasks end to end, with rules and an audit trail.

Pilot
4 to 6 weeks
Pricing
Custom quote
AI strategy and cost

AI cost reduction (LLM FinOps)

Lower AI spend without losing quality: model cascades, caching, local models and per-task measurement.

Pilot
2 to 4 weeks
Pricing
from US$ 1,900
Apps

Web and mobile apps with AI

Flutter and React Native apps and custom web systems, from prototype to app store release.

Pilot
6 to 10 weeks
Pricing
Custom quote
AI strategy and cost

AI governance: EU AI Act, NIST AI RMF and ISO/IEC 42001

Inventory, risk classification, technical evaluation and documentation of your AI systems to answer customers in the EU and the US. A gap assessment, not a certification.

Pilot
3 to 4 weeks
Pricing
Custom quote
Data and BI

Machine data and OEE, including older machines

OEE and downtime reasons by shift, with data collected from PLCs, HMIs and CNCs (or retrofit sensors) and integrated with the ERP.

Pilot
4 to 6 weeks
Pricing
from US$ 15,000
Tax, audit and trade

EU–Mercosur proof of origin and US tariff documentation

An origin matrix per product, calculated from the bill of materials and purchase invoices, with an evidence dossier for the reduced EU tariff and the composition documents requested in the US.

Pilot
3 to 5 weeks
Pricing
Custom quote

Advanced

Computer vision, cameras and private models. These involve field work, hardware or your own infrastructure.

Computer vision

Parking gate and barrier automation

Ticketless entry and exit: the plate is read at the barrier, with digital payment, monthly parkers and reports.

Pilot
4 to 8 weeks
Pricing
Custom quote
AI strategy and cost

Private AI: local models and fine-tuning

LLMs running on your own servers, tuned to your vocabulary, with no sensitive data leaving the building.

Pilot
4 to 8 weeks
Pricing
Custom quote
Export compliance (EU and US)

Digital product passport readiness (ESPR/DPP)

A product data model (composition, recycled content, repairability and origin) fed by the ERP and supplier datasheets, with a passport in JSON and a QR code.

Pilot
6 to 8 weeks
Pricing
Custom quote

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Products

Our own products, from pilot to waitlist

Tools and courses built from the same field work. Each one has its own page with its status, price and how to take part.

Beta

Presentation generator

Turns outlines, spreadsheets and reports into PowerPoint presentations in your company's look, ready to edit.

from US$ 450

Pilot program

PLC and HMI data collector

Automatic collection of the logs PLCs and HMIs already produce, sent to a cloud database with a production dashboard, without new equipment. It's in a pilot program: the first deployments are closely accompanied.

from US$ 1,200

Waitlist

NeuroCNC

A lab prototype, not yet tested on a real machine: it combines part measurements, tool changes and CNC telemetry to suggest compensation, applied only with operator approval. We're looking for the first partner company for a pilot.

from US$ 1,900

Waitlist

Course: production AI that never makes up a number

A course for developers: real documents, RAG, agents, evaluation and where AI ends and deterministic code begins.

Expected price: Founding cohort, then cohorts at US$ 299 to 499 (estimate); in-company workshops on request

Waitlist

Mercosur license plate recognition per camera, for yards and integrators

License plate recognition on the cameras you already have, with a dashboard, an authorized list, alerts and history, billed per camera per month. The API is the engine inside, not a pay-per-request product.

Proof of concept on one access point, then a monthly fee per camera: custom quote

Waitlist

Customer-service agents by niche: installed and operated, or as a kit

A customer-service agent running on the business's WhatsApp (clinics, real estate agencies and offices), installed and operated for a monthly fee. The standalone kit, for those who set it up themselves, is the low-cost entry.

Standalone kit from US$ 29 to 49 (estimate); installed agent: custom quote

Beta

Demogif

Records a browser walkthrough script and delivers the demo GIF or MP4, with a visible cursor and always identical. Screen changed? Run it again.

Custom quote

Beta

Rastro

Rebuilds the hours you worked from what the day leaves on your computer, shows what does not add up and hands your manager only the hours per project.

Custom quote

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Industries

Find your industry

The services that matter most in each field, with the everyday problems they solve.

Why us

AI you can audit

What changes when the person building your system has already shipped AI to production in a regulated industry.

Numbers come from the document, not the model

AI finds and suggests. The value is read from the source or recalculated in code, and deterministic rules (sums, printed totals, master data) check it before it's saved. Anything that doesn't reconcile goes to human review.

Your data can stay in-house

For sensitive data, processing runs on local models on your own servers. A confidentiality gate decides what may go to the cloud, and the data flows are documented for privacy reviews.

Production experience, not demos

The engineer behind your project builds and runs an AI-assisted audit platform in production, backed by thousands of automated tests, and has shipped computer vision for large-scale video monitoring.

Price and timeline up front

Every engagement starts with a written proposal: scope, timeline and a fixed price before any work begins. Entry offers publish their starting price. You talk directly to the person who builds the system.

Who builds it

Osney A. de Souza

AI engineer · Joinville, Brazil

Five years of software development and AI systems in production. The person who handles your project is the one who designs it and writes the code.

  • Runs an AI-assisted audit platform in production, backed by thousands of automated tests
  • License plate recognition with deep learning for large-scale video monitoring
  • Software Engineering student (Univille, expected 2027)

Read the full background GitHub

FAQ

Before we talk

Short answers to what usually comes up in the first conversation.

Do you work with companies outside Brazil?

Yes. The work is remote, in English or Spanish, and our time zone (UTC−3) overlaps well with business hours in the Americas and Europe.

How much does an AI project cost?

Projects are quoted after a free assessment, based on scope, volume and integrations, and you get a fixed-price proposal in writing before work starts. Entry offers have a published starting price in US dollars.

How does the free assessment work?

A video call about the process you want to improve: volume, systems involved, and where the errors and lost hours are. You get a pilot proposal with scope, timeline and metrics, with no obligation.

Can the AI make things up?

Not the way we build it. Numbers never come from the model: they are read from the source or recalculated in code and checked by rules. Text assistants quote their source and say so when they can't find an answer.

Where does my data go?

Wherever you decide. We work under a confidentiality agreement with minimal access to your systems, and sensitive data can be processed with local models on your own servers, without going to the cloud.

Do I need to replace my systems?

No. Everything integrates with what you already use, through APIs, file exchange or user-interface automation.

What happens after the pilot?

You decide based on the measured results. If you move to production, the system ships with monitoring, documentation and team training. Work that needs cameras or equipment on site is scoped case by case.

Free assessment

Tell us what's eating your team's time

A few lines are enough: the process, the rough volume and the systems involved. You'll get focused questions back, or a proposal for an assessment.

Send an emailjuniorthesouza017@gmail.com Message on WhatsApp(47) 98864-2296

Tell us about the process, the rough volume and the systems involved. You'll hear back from the engineer who would build it.