Which processes to consider
Examples of potential use cases, not out-of-the-box universal integrations.
Sales
Account research, meeting preparation, proposal development, and information structuring.
Research and Analytics
Collection, classification, comparison, and initial processing of large volumes of data.
Documents
Search, data extraction, comparison, verification, and preparation of working materials.
Internal knowledge
Information search and employee support for corporate materials.
Management
Executive summaries, task tracking, data preparation, and recurring management processes.
Content and QA
Rule-based material inspection, classification, and quality control.
How the project works
01
Breaking down the process
We document the current workflow, workload, errors, time spent, and process owner.
02
Assessing value and feasibility
We assess data, risks, technical constraints, and expected business value.
03
Select one pilot project
We don't start with a massive transformation. Instead, we select a scoped process with a clear stop/go criterion.
04
Development and testing
We configure the solution, keep human involvement where needed, and test performance on real-world tasks.
05
Determining the scope
If the pilot delivers sufficient value, we define the next stage of automation.
— execution time
— high-quality deliverables
— number of errors
— task cost
— adoption
— business process impact
Specific metric improvements are not promised upfront: they are validated during a selected pilot.