Client work · AI for business
AI for business: automation, assistants, and AI features inside products
We implement AI where it creates a concrete business outcome: shorter handling time, better document workflows, smarter decisions, or a useful feature inside the product. From process discovery and pilot, to a working implementation.
We put AI into our own products first, like product categorization in Misja:Zakupy, so we know where it actually helps and where it just adds complexity.
Assistants and support
Internal assistants, request classification, reply suggestions, and faster handling of recurring cases.
Documents and data
Information extraction, summaries, document workflows, and preparing data for better decisions.
AI inside the product
AI embedded in the app, admin panel, or client workflow, where it truly helps users or the team.
Quick process diagnosis
If you want to estimate the automation potential, use a simple calculator for manual time and recurring cost.
Estimate the range →1. Goal and risk
We first define what should improve: handling time, quality of decisions, data flow, or user experience.
2. Pilot on a real process
We build a small, measurable scope that can be tested quickly on real data and evaluated from a business perspective.
3. Integration and growth
We connect the solution with the app, CRM, documents, or panel and expand only what proves useful in practice.
When this kind of implementation makes sense
The best AI projects do not look like technology demos. They give the team less manual work, faster response time, and a feature that can be maintained after launch.
Questions
Do we need a lot of data to start?
Not always. A sensible pilot can often start with a narrower scope: selected documents or one fragment of the process.
Does AI need to be a separate product?
No. The best outcome often comes from AI embedded in the existing panel, workflow, or application.
What is the best place to start?
A small pilot with a clear outcome: faster handling, better classification, or less manual work.
Have a process or product where AI could create a real outcome?
Describe the use case, data, and constraints in a few sentences. We will come back with a concrete pilot idea.
Contact us