Enterprise AI for European businesses
Help your teams find answers, process documents and resolve routine requests — with source references, access controls and human review.
Start with one workflow. Measure the outcome. Expand from there.
Find answers in approved knowledge
Check sources and proposed actions
Move work forward with human oversight
Use cases
Choose a focused use case with clear inputs, an accountable owner and an outcome you can measure.
Help employees find answers across approved policies, procedures and internal documents, with references they can check.
For operations, HR and internal service teams.
Question approved sources referenced answer
Time to find an answer; answer usefulness; source coverage.
Extract information, compare it with defined rules and prepare the next step for a reviewer before an action is taken.
For operations, procurement and document-heavy teams.
Document extraction review next step
Processing time; correction rate; review effort.
Help support teams answer recurring questions from approved knowledge and pass exceptions to a person with the relevant context.
For internal service desks and customer support teams.
Request suggested answer human handover
Resolution time; repeat requests; handover quality.
Source-linked answers
See how a source-linked answer can help a team check the information before acting on it.
Question
Sources
Section 2 — Required documents
Before a supplier is approved, the procurement team checks that the required onboarding documents are complete.
Section 4 — Exceptions
Exceptions to the standard onboarding requirements must be reviewed by the procurement owner before approval.
This example shows the interaction pattern. It is not a customer result or a live AI response.
Platform
Bring focused AI use cases together with shared access rules, review steps and visibility into usage.
Integration scope depends on your systems, access requirements and the workflow being implemented.
Help teams work with approved knowledge and prepare useful answers.
Connect document processing, review steps and business actions.
Define the documents, data and integrations each use case needs.
Review activity, model usage and costs as the use case develops.
Security
Agree the deployment model, permitted sources and review responsibilities before introducing AI into a business process.
Discuss on-premises or private infrastructure to match the requirements of your environment.
Define which sources a user or workflow is allowed to use.
Set review points for exceptions and actions that require approval.
Review activity, outputs and usage to support ongoing evaluation.
Data location, retention, support access and external services are agreed for each deployment.
We scope the required sources and integrations around the first workflow. Available interfaces, access rules and implementation effort are reviewed before the project starts.
The processing location and external dependencies depend on the agreed deployment. These are defined before implementation rather than assumed from the website's domain.
No. Compliance depends on your use case, configuration, contracts and operating processes. Technical controls support that work but do not replace it.
How we start
Build the first workflow around a real business need and agreed evaluation criteria.
Identify the process owner, inputs, current effort and the outcome worth improving.
Agree the scope, connect the required sources and assess results against a baseline.
Use the evidence to refine the workflow, expand it or stop before a larger rollout.
Scope, timeline and commercial terms are agreed after the initial discussion.
Talk to Vitali
Tell Vitali which process you want to improve, where the relevant information lives and what a useful outcome would look like.
You will open a conversation with Vitali Bakhmat on Telegram.