Document workflows
Collecting data, drafting emails and proposals, turning spreadsheets into presentations, and finding relevant passages in documents.
Re:Brain() helps companies automate repetitive business processes with AI: document workflows, reporting, knowledge search, communications, customer support, and other recurring workflows.
We start with the business process, not with choosing a tool.
AI automation is a strong fit where a team works with information regularly, follows understandable rules, and can check the output.
Collecting data, drafting emails and proposals, turning spreadsheets into presentations, and finding relevant passages in documents.
Combining data from files, preparing recurring reports, explaining changes, and producing conclusions for leadership.
An AI assistant that answers team questions using internal documents, rules, and work examples.
Draft replies, route requests, prepare briefs, commercial proposals, and other recurring messages.
Classify requests, answer common questions, collect needed information, and pass complex cases to a manager.
These examples come from Re:Brain() public case data. Results are stated only as documented in those cases.
Problem: customers needed fast answers about products, campaigns, and ad formats. Solution: a Telegram bot with knowledge, query routing, and manager hand-off. Result: 100+ bot queries during the conference.
View cases →Problem: an Excel report had to be manually turned into a client presentation. Solution: a tool creates the presentation with charts, branding, headings, and AI conclusions. Result: 20 minutes instead of 2 hours to prepare the report.
View cases →Problem: the executive needed a full picture without manually collecting managers’ files. Solution: a shared file format, aggregation, and an AI summary delivered in Telegram. Result: the case records 2 hours saved per week for each manager.
View cases →A strong automation candidate usually:
ChatGPT, Claude, Microsoft Copilot, Gemini, and similar tools — when a standard product already covers the task well.
Best when the process has a clear format and checkable output.When the process repeats but needs rules, templates, a knowledge base, or a team-friendly workflow.
Best when the process has a clear format and checkable output.When the process needs specific logic, internal documents, CRM, databases, or several system integrations.
Best when the process has a clear format and checkable output.Clarify participants, inputs, rules, constraints, and the desired output.
Separate repetitive work from decisions that should remain with people.
Decide whether a ready tool, module, prototype, or custom solution is appropriate.
Test the solution on a real scenario and fit it into the team’s workflow.
The integration format depends on the process and each system’s technical capabilities. Relevant projects may use Microsoft 365, Google Workspace, CRM, email, Telegram, Google Sheets or Excel, databases, internal knowledge bases, and APIs. The realistic list is confirmed during diagnostics.
Re:Brain() is a boutique AI consulting and implementation practice founded by Olena Shramko / Олена Шрамко. The practice works with businesses from process analysis and AI solution design through prototyping, implementation, and team adoption. Depending on the project, technical specialists or contractors may support delivery; Olena Shramko is not presented as the person personally coding every solution.
Describe one process and we will help assess whether AI automation makes sense and what to do first.
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