Applied AI — Built for Real Business

Intelligence that
works, not just
impresses.

Usina.Ia designs and deploys practical artificial intelligence systems that fit seamlessly into your daily operations — automating the repetitive, sharpening the complex, and freeing your team to focus on what actually matters.

Trusted across 📦 Logistics & Supply Chain 🏥 Healthcare Administration 🏦 Financial Services 🛒 Retail & E-commerce ⚙️ Manufacturing
What we do

AI that fits your workflow, not the other way around.

We don't sell packaged software subscriptions or theoretical frameworks. Every engagement begins with understanding your specific process bottlenecks, data landscape, and business objectives — then we build exactly what's needed to move the needle.

🔍

Diagnosis before prescription

We audit your current workflows and data sources before recommending anything. This prevents costly over-engineering and ensures ROI from day one.

Rapid prototyping approach

Working prototypes in two to three weeks let stakeholders validate the solution before full deployment — reducing risk dramatically.

🔧

Ongoing refinement, not set-and-forget

AI systems degrade as data shifts. Our support packages include quarterly model recalibration and performance benchmarking.

🤖

Intelligent Process Automation

We map your manual, rule-driven workflows and replace them with AI-powered automation that handles exceptions, learns from corrections, and scales without added headcount. From invoice processing to customer onboarding, we've automated it.

💬

Conversational AI & Virtual Agents

Custom-trained chatbots and voice agents grounded in your product catalogue, policies, and knowledge base — not generic LLM responses. Deployed on WhatsApp, web chat, or internal help desks, they resolve the majority of queries without human escalation.

📊

Predictive Analytics & Forecasting

Whether it's demand forecasting for your inventory team, churn prediction for your CRM, or credit risk scoring for your finance department, we build and operationalize predictive models that slot directly into your existing dashboards.

📄

Document Intelligence & OCR

Structured and unstructured documents — contracts, medical records, shipping manifests, purchase orders — processed, classified, and indexed automatically. Extract the data you need without manual reading or fragile template-matching.

🔎

AI-Powered Business Intelligence

Natural-language interfaces layered over your data warehouse let non-technical managers ask questions in plain English and receive instant, accurate answers. No SQL knowledge required. No waiting on an analyst.

🏗️

Custom Model Development

When off-the-shelf solutions fall short, our data science team builds bespoke machine learning models trained on your proprietary data. Computer vision for quality control, NLP for specialized domains, time-series anomaly detection — we cover the full spectrum.

120+

Automation workflows
deployed in production

40%

Average operational cost reduction
achieved by our clients

14

Average days from first call
to working prototype

98%

Client retention rate
across all service tiers

Our story

Built by practitioners, not theorists.

Usina.Ia was founded by engineers and domain experts who spent years inside large corporations watching promising AI projects fail — not because the technology wasn't ready, but because implementations lacked business context. We built this company to close that gap.

Pragmatism first We recommend the simplest solution that reliably solves the problem. Complexity is never added for its own sake.
Transparent communication No jargon-filled reports designed to obscure rather than inform. You'll always understand exactly what we've built and why it works.
Long-term partnership mindset Our best clients have been with us since year one. We grow as they grow, expanding AI capability as their confidence and data matures.
Ethical AI by design Every model we build is audited for bias, fairness, and compliance with Brazilian data protection law (LGPD) before it touches production data.
Read our full story →
Why Usina.Ia

Six reasons clients choose us — and stay.

There's no shortage of AI vendors. Here's what sets our work apart when it reaches the real world.

01

End-to-end ownership

From data preparation and model training through to API integration and staff training, we handle every layer. You never need to coordinate between multiple vendors or translate between teams.

02

Brazilian market expertise

We understand local regulation (LGPD, ANVISA, BACEN), Portuguese-language NLP nuances, and the specific constraints of Brazilian infrastructure. Our solutions work in Brazil because they're designed for Brazil.

03

Fixed-scope engagements

Where possible, we scope projects to fixed deliverables and timelines so you can plan finance and track ROI cleanly. No open-ended hourly billing arrangements that creep and creep.

04

Knowledge transfer included

Every project concludes with a structured handover: documentation, internal training sessions, and a 60-day support window during which your team builds the confidence to manage the system day-to-day.

05

Model accuracy guarantees

We agree minimum performance thresholds before development begins. If a deployed model falls below the contracted accuracy benchmark, we recalibrate at no additional cost within the first year of operation.

06

Human-in-the-loop philosophy

We never advocate for full autonomy where human judgment adds value. Our systems are designed to flag edge cases, request human review at appropriate confidence thresholds, and learn from those decisions over time.

Client voices

Results, in their own words.

Hear from operations managers, founders, and directors who've integrated Usina.Ia solutions into their daily business.

★★★★★

"We were processing around 2,000 supplier invoices per month manually. The Usina.Ia document intelligence system now handles 94% of them without any human touch. The team went from data-entry clerks to exception-managers — and morale is notably higher."

Renata Carvalho

Head of Finance Operations — Distributor, São Paulo

★★★★★

"The demand forecasting model they built for us has reduced our overstock by 31% in the first six months while simultaneously cutting stockout incidents by half. The model is embedded directly in our ERP — our buyers didn't need to change how they work."

Felipe Matos

Supply Chain Director — Retail Chain, Minas Gerais

★★★★★

"I was skeptical about AI chatbots — we'd tried generic solutions twice before and they were embarrassing. The Usina.Ia conversational agent was different from the start: trained on our own content, tested exhaustively before go-live, and it actually deflects 68% of our Tier-1 support volume."

Amanda Lima

Customer Experience Manager — SaaS Company, Belo Horizonte

How it works

From conversation to live solution.

A clear, repeatable delivery process that keeps you informed at every stage — no surprise pivots or scope fog.

Discovery & Diagnosis

We run structured workshops with your operational and technical teams to map workflows, inventory your data assets, and identify the highest-value automation opportunities.

Rapid Prototyping

Within two to three weeks we deliver a working prototype tested against your real data. Stakeholders validate outputs before we invest in full-scale development.

Deployment & Integration

The validated solution is hardened for production, integrated with your existing systems via API or direct database connection, and rolled out with staff training included.

Monitor & Improve

We establish performance dashboards, set up alerting for model drift, and schedule quarterly reviews to retrain on fresh data and expand capability as your business evolves.

Common questions

Before you reach out, here's what most people ask.

Honest answers — no marketing spin — about cost, timeline, technical requirements, and how we actually work with client teams.

Don't see your question here? Write to us at contato@usinaia.site and we'll respond within one business day.
Not at all. Many of our clients are starting from spreadsheets, legacy ERPs, and paper-based processes. Part of our scoping work is identifying what usable data you already generate — often far more than you realize — and building the ingestion layer alongside the AI solution itself. We've delivered working systems for companies with no dedicated data team and no cloud infrastructure.
Scope determines timeline. A focused automation for a single workflow (for example, automating invoice extraction and routing) typically runs four to six weeks end-to-end. A full predictive analytics platform integrated across multiple departments might take three to four months. We quote specific timelines during scoping and hold to them — our track record on delivery dates is one of the things clients consistently cite.
Data governance and residency are discussed explicitly at scoping and formalized in our contract. Where clients have regulatory or security requirements, we deploy solutions on their own infrastructure or within their cloud tenant. We sign Data Processing Agreements (DPAs) aligned with Brazilian LGPD requirements for every engagement and can accommodate on-premises deployments for sensitive industries such as healthcare and financial services.
Every solution we build includes confidence thresholds and fallback paths. Where the model's confidence falls below a defined level, the item is flagged for human review rather than processed automatically. We also set up real-time monitoring with alerting — if error rates or confidence scores shift materially, your team and ours are notified immediately. Our support SLAs guarantee a response within four business hours for production incidents.
Absolutely — and we actively recommend it. Starting with a focused pilot on a single high-value process lets you demonstrate ROI to leadership, build organizational confidence in AI, and identify the integration lessons that make subsequent rollouts faster and smoother. All of our solutions are designed with modular architecture so expanding scope doesn't mean rebuilding from scratch.
Ready when you are

Start with a conversation. Leave with a roadmap.

Our discovery sessions are free, structured, and genuinely useful — even if you decide not to move forward with us. No sales pressure, no commitments.

Typical response within 1 business day  ·  No obligation  ·  LGPD compliant