Do we need a huge dataset to start?

No. We usually start with the content you already have — website, PDFs, FAQs, CRM notes — and expand as the system proves value.

Will the AI invent answers?

We design for grounded answers: the system prefers your approved sources, and can say when it does not know instead of guessing.

How long until something is live?

A focused first version often ships in weeks, not months — depending on integrations and how clean the source content is.

Who owns the system after launch?

You do. We document how it works, how to update content, and stay available for improvements.

AI Solutions

AI that worksinside your business.

We build practical AI systems — not demos. Tools your team actually uses every day to save time, reduce manual work, and answer questions faster.

What we deliver

Practical AI, not slide decks

Most companies do not need another chatbot experiment. They need AI that fits real workflows: answering clients with the right tone, reading invoices without manual typing, and finding answers inside internal docs in seconds.

At Step we design and ship AI systems for businesses in Portugal — scoped clearly, connected to the tools you already use, and built so your team trusts the output. You get something live, measurable, and easy to operate.

Customer chatbots
Assistants trained on your products, policies, and tone — ready to help clients 24/7 on site, WhatsApp, or support channels.
Document intelligence
Read invoices, contracts, and forms automatically so structured data lands in your systems without copy-paste.
Internal knowledge
Search and answer from your docs, processes, and history — without digging through folders or pinging colleagues.
Process automation
Connect AI to CRMs, email, and internal tools to remove repetitive steps from daily operations.

How it works

From idea to live AI

A clear path so you know what we build, why it matters, and when it ships.

01
Map the workflow
We identify where time is lost — support, documents, or internal search — and define success metrics up front.
02
Build on your data
We train and connect models to your content and systems, with guardrails so answers stay accurate and on-brand.
03
Ship and improve
We launch with monitoring, hand over simple ops guidelines, and iterate based on real usage.

Where it fits

Use cases that pay off fast

AI works best where volume is high and rules are clear. These are the patterns we see most often.

Support & sales
Qualify leads, answer FAQs, and escalate only when a human is needed.
Operations & finance
Extract data from PDFs and emails into dashboards, ERPs, or spreadsheets.
Teams & knowledge
Onboard staff faster with a searchable brain of policies, SOPs, and past decisions.

Common questions

No. We usually start with the content you already have — website, PDFs, FAQs, CRM notes — and expand as the system proves value.
We design for grounded answers: the system prefers your approved sources, and can say when it does not know instead of guessing.
A focused first version often ships in weeks, not months — depending on integrations and how clean the source content is.
You do. We document how it works, how to update content, and stay available for improvements.

Case studies

Some of our work

A look at software, apps, and websites we designed and shipped with companies in Portugal and beyond. Each one built around how they actually work, not a generic template.