AI agents in production
Agents that carry out real tasks, with business rules, human oversight and traceability.
Custom AI software · Blumenau, Brazil
AI software that works in your operation, not just in the pitch.
We build custom software with artificial intelligence, integrated with the ERP and systems your company already uses. AI agents, integrations and automations that run every day in real operations, from customer service to management reports.
Companies and institutions we serve
- + city governments across Brazil
The problem
Most AI projects stop at the demo.
Prototypes impress in meetings and break when they meet real data, legacy systems and audit requirements. The difference between a demo and a production system is engineering.
Services
What we build
MCP servers and integrations
We connect AI to your systems (ERPs such as TOTVS Protheus, databases, legacy systems) securely and with proper governance.
RAG and knowledge bases
AI that answers from your documents, standards and history, with cited sources and quality evaluation.
Custom systems
Platforms, portals and modern applications where AI is part of the architecture from day one.
AI in production
What already runs today, in operations where mistakes are expensive.
Insurance and claims adjusting
AutoTec Soluções em Sinistros
Nationwide insurance claims adjusting firm in Brazil.
- AI-powered claims pre-registration.
- Agents that support claim analysis.
- Immediate first contact with the policyholder by an AI agent, which cuts the SLA.
- Systems connected to ChatGPT and Claude via MCP for complete management reports.
Real estate appraisal and technical reports
Valora
Our own AI platform for real estate appraisal reports per ABNT NBR 14653. Technical responsibility stays with the appraiser.
- Automated market research across real estate portals, with sample cleaning and enrichment.
- AI-assisted regression with automatic grounding-degree classification (NBR 14653-2).
- Reports generated in PDF and Word, with calculation memos and appendices.
- Comparative, evolutionary, involutive and income methods also inside ChatGPT and Claude, via MCP.
- Appraisal reports for banks and city governments across Brazil.
How we work
From idea to production.
- 01
Assessment
We evaluate feasibility, data, risks and architecture. Fixed scope and price.
- 02
Proof of concept
We validate the solution with real data before the larger investment.
- 03
Production
We build, integrate and put it into operation.
- 04
Evolution
We monitor, tune and add new capabilities.
Have an AI project that needs to get off the ground?
Start with the Assessment. You get an honest technical evaluation, including when AI is not the best path.
Assess my AI projectPrefer to talk first?
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