AI in web systems and business processes
Practical AI features inside your processes and working tools.
The working task
Which operation we automate, who will use the result and how it gets into the system.
Input data
Where the information comes from, what state it's in and how it relates to the catalog or other records.
Quality of the result
We agree on acceptance criteria, checks and what to do when the result needs rework.
Cost and growth
We account for development, external AI services and usage volume. New scenarios are estimated separately.
Finding the original
Assessing the source image
Processing or generation
Preparing for the site
The process first looks for the product's source image, then processes it or uses another available source, and depending on the quality either produces a new version or adapts the image for the site.
We build AI features as part of the web system. We start from a specific operation, the data and the requirements for the result.
In the three-store management system we built AI features for filling in products: descriptions and images. The tools are part of the overall catalog workflow.
We discuss your process, study the data and propose what to build. We agree on the interface, the integrations and the acceptance criteria. After launch we can support the feature together with the system.
Before we start
Yes, after studying its code, data and integration options.
Let's discuss it. Before the proposal we'll establish what data is available and what result is needed; not every operation needs AI.
Designing the scenario, implementation and integration within the agreed scope. External service fees and usage volume are accounted for separately.
A guide for the first launch
Custom quote
We assess the data sources, the automation logic and the requirements for the result.
We set the final cost after discovery. Migrating large volumes of data, extra integrations, infrastructure, external services and ongoing support are estimated separately in the proposal.
Let's discuss your task
Tell us about your processes, existing systems and the result you want. We reply to enquiries within one business day.