Generic AI has limits. AI that knows your business doesn't.
We design and build agents that reason, collaborate, and execute real tasks — connected to your private data, without hallucinations.
Why generic AI doesn't solve real business problems
ChatGPT doesn't know your company. That's why it can't solve your problems.
AI tools that don't know your data
Generic chatbots with no access to your real information, so they make up answers or give generalities.
Automation that stops at the response
The AI answers, but can't execute the actual action (create a ticket, update a record, send an email).
Justified fear of hallucinations
The uncertainty of AI making up information has kept many companies from adopting it in critical processes.
AI projects with no data foundation ready
An agent gets built on top of messy information, and the result inherits that mess.
Two ways forward, depending on where you are
Diagnosis or build — you decide where to start
Ruta IA
Not sure if your company is ready to adopt AI? We assess your maturity across 6 dimensions and deliver an executable roadmap.
Agent Development
Already know what process you want to automate? We build the custom AI agent, connected to your real systems.
Note: they're independent of each other — going through Ruta IA before building an agent isn't required.
What you receive
An agent that executes, not just responds
An AI adoption roadmap (if you go through Ruta IA) or a working agent in production (if you go through Agent Development).
Real connection to your data and systems — no hallucinations, with the tools needed to take action.
Real reference cases — like Dupla, the agent we built for MadGroup.
Dupla, MadGroup's AI agent
It's not a concept. Dupla already runs connecting multiple digital campaign metrics data sources for MadGroup, in production.
Zero-friction logistics
Varies depending on whether it's assessment (Ruta IA: 2-3 weeks) or build (Agent Development: depends on complexity).
Requires access to your knowledge base and relevant systems — with clear guardrails defined from the start.
Who it's for
Do you recognize yourself here?
CTO who already tried generic AI and it wasn't enough
Needs an agent connected to the company's real data.
COO who wants to automate a repetitive process
Isn't looking for a chatbot, wants the agent to execute the full task.
Company that still doesn't know where to start with AI
Needs an honest diagnosis first before investing.