Full stack, systems architecture and optimization
RTO: real-time industrial optimization
An intelligent system that finds the optimal operating point for sugar and bioenergy plants and automatically generates setpoints, safely.
Building AI that works in production
AI Agency
We build AI agents, LLM-powered solutions and digital products that solve real business problems. From strategy to production, with senior engineering and AI-accelerated delivery.
Companies that trust our work






Manifesto
How we work
We map your processes, data and bottlenecks to find where AI delivers real ROI — and where it doesn’t.
We design the solution: models, RAG, integrations, security, costs and success metrics.
Short cycles with weekly releases. A working prototype fast, evolving all the way to production.
We monitor quality, cost and usage, continuously tuning prompts, data and workflows.
AI-native delivery
We use AI agents across the entire development lifecycle — from requirements analysis to code review and testing. The result: faster delivery, living documentation and consistent quality, always under the supervision of experienced engineers.
Services
Custom AI and software solutions, from MVP to operating at scale.
Autonomous agents that complete tasks, query your systems and serve customers 24/7.
Assistants that answer from your documents and data, accurately and with sources.
Processes that run themselves, combining AI, integrations and business rules.
From concept to launch: scalable digital products with AI built in from day one.
APIs, microservices, cloud and technical leadership for systems that need to grow.
Case Studies
Industry, customer service, media and digital products. Real problems, solutions in production.
Full stack, systems architecture and optimization
An intelligent system that finds the optimal operating point for sugar and bioenergy plants and automatically generates setpoints, safely.
Full stack and industrial simulation
A white-label immersive training platform that faithfully simulates the industrial plant for operators in the sugar and bioenergy sector.
Full stack and analytics intelligence
An analytics tool that turns large volumes of historical data into predictions and reports for control engineers.
Development and outsourcing
A portal that automates call tracking for contact centers, reducing friction in customer interactions and boosting agent performance.
Web development and SEO
The Procurement Club’s content platform, with high performance, flexible content management and strong organic rankings on Google.
Testimonials
An outstanding experience with Versátil on the Hvoice portal: professionalism, creative solutions, effective communication and deadlines met.
Wanderly Temoteo LimeiraDirector of Digital Products and Innovation, Hvar
Quality, exemplary service and fair pricing, ensuring complete satisfaction. I highly recommend their services.
André GurgelExecutive Committee, Procurement Club, and Editor-in-Chief, Procurement Digital
Since 2022
We work side by side with your team: we learn your business, propose the technical path and own delivery end to end. Architecture, code, AI and operations — with full transparency at every step.
FAQ
An AI agency identifies where artificial intelligence drives ROI in your business and builds the complete solution: AI agents, chatbots, automations and LLM-powered products, integrated with your systems and ready for production.
A first working agent is usually ready in 2 to 6 weeks, depending on integrations and data volume. We start with a fixed-scope pilot and iterate based on real metrics.
Yes. We design for security from day one: access control, anonymization when needed, providers whose contracts prohibit training models on your data, and the option of models hosted in a private cloud. We comply with Brazil’s LGPD.
We’re model-agnostic: OpenAI, Anthropic Claude, Google Gemini and open-source models. We choose based on the right balance of quality, cost, latency and privacy requirements for each use case.
Yes. We have a strong track record in SaaS, MVPs, software architecture, APIs and web and mobile apps. AI is our focus, but always built on a solid engineering foundation.
Let’s talk
A 30-minute call to understand your challenge and recommend the best path forward. No strings attached.
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