Custom AI Solutions
We're an AI agent development company: we build custom AI agents for businesses, along with copilots and automations that connect to the systems you already use and take on real work.
What we do.
AI Agent Development
AI systems that decide and act on their own. An agent understands what needs to happen in each case and does it: handles a customer on WhatsApp end to end, or runs an internal process without anyone triggering it. It connects to your systems and works with judgment, not a fixed script.
Internal Copilots
AI assistants for your team. A copilot connected to your data and tools that answers business questions, drafts, summarizes and builds reports in seconds. The information that's scattered today, available the moment you need it.
Agents Over Your Documents (RAG)
Agents that answer and act using your company's own information: internal documents, contracts, manuals and your knowledge base. With RAG, the AI searches your sources before answering instead of replying from memory, and your team finds in seconds what takes an hour today.
Integrations (MCP and APIs)
We connect AI to your real systems. With MCP and APIs, your agents and copilots read and write to your CRM, your ERP, your database and the tools you already use, with permissions and control. Without this, AI just talks; with this, it operates.
Process Automation
Workflows a person used to do by hand, now automatic: classifying and routing requests, moving data between systems, generating alerts, following up. Less manual work, fewer errors, your team focused on what matters.
Cases.
- AI Agent for a Restaurant — An agent that handles the restaurant's WhatsApp end to end (questions, orders, reservations and issues) and integrates with the reservation system, the POS and the payment gateway.
- Customer Service and Collections Automation — A WhatsApp customer service agent that answers customers' frequent questions, sends payment and overdue reminders, and reads and logs receipts on its own, building a customer and installment data source that used to live in a spreadsheet.
- Agent System That Builds a Sales Landing Page per Lead — An agent that reads a lead's website, cross-references it with Archie's product, and assembles a custom sales landing page from a catalog of pre-designed components in minutes. The sales team reviews pages now, it no longer builds them.
Frequently asked questions.
- How long does it take to get an agent up and running? — A first version in production is usually ready in 4 to 6 weeks, depending on how many systems need to be integrated and how well-defined the process is. After that comes a few more weeks of tuning, where we refine the behavior based on real use.
- How is this different from a chatbot? — A chatbot follows a fixed decision tree: ask something outside the script and it gets lost. An agent understands intent, checks your systems live and takes action (create an order, book a slot, charge a payment, hand off to a person). A chatbot informs; an agent does the work.
- Does it integrate with my CRM, ERP or the tools I already use? — Yes, that's the core of the work. We connect the agent to your CRM, ERP, database, POS or whatever you use, via API or MCP, with permissions scoped to what it needs. If a system has no way to integrate, we flag it before starting.
- What happens when the agent doesn't know how to respond? — We define that together. By default, if the agent isn't certain, it doesn't improvise: it hands the conversation to someone on your team with full context, or says it'll look into it and follows up. It never makes up an answer.
- Is my company's data secure? — The agent only accesses what it needs, with its own credentials and minimal permissions. Data lives on your infrastructure or one we define together, and it's never used to train models.
- What do costs and maintenance look like? — Development is quoted per project, based on scope. After that there's a monthly maintenance fee, fixed per project, that covers everything needed to keep it running: hosting, database, infrastructure, monitoring and adjustments that come up with use. On top of that come costs that scale with your operation, which we bill at cost, no markup: the AI model, billed by usage, and the WhatsApp Business API if the project needs it, billed to your Meta account. We give you an estimate of these costs in the proposal, before you sign anything.
- What technologies and AI models do you use? — We pick the model for the job: Claude, GPT or open-weight models. Around it we build with TypeScript, Python, Node and React. We don't lock you into one AI provider: if another model makes more sense tomorrow, we switch.
- Can an agent answer using my own documents? — Yes. With RAG, the agent checks your internal documents, contracts or knowledge base before answering, and responds with that information instead of improvising. It only accesses the sources we define.
- Will an AI agent replace people on my team? — That's not the goal. The agent takes on the repetitive work and hands off anything that needs human judgment to someone on your team, with full context. Your team stops entering data and answering the same questions, and focuses on everything else.
- Do I need a technical team to maintain it? — No. The monthly maintenance fee covers everything needed to keep it running: hosting, infrastructure, monitoring and the adjustments that come up with use.
Other ways we can help.
- Custom Software — Platforms, integrations and digital products built around how your operation works.
- Custom Web Development — Fast, distinctive sites and web experiences designed and built from scratch.
Next project could be yours
Is there a process in your company eating up your team's hours?
Tell us how it works today and we'll tell you if AI can take it on.
What happens next
- A 30-minute call. No slides.
- A written plan within the week.
- A fixed quote. Then we build.