Business analyst on the client side: process audit, specification, implementation oversight. AI becomes useful only when the task is described precisely enough.
11+ years in enterprise IT · Elbląg and remote · Polish, Russian, Ukrainian
The task is described so that the result can be checked: what to hand over to AI, what it costs and by which criteria to accept the work. This applies both to a new implementation and to tools that have already been bought but are not yet delivering results.
Process audit: an analysis of the department's working time and repetitive operations. The output is a task map, a calculation of freed-up hours and implementation priorities.
Process audit → 02The company has ChatGPT, a corporate assistant or document search, but people use them only now and then: there are no working scenarios or rules. Following the "AI in the Department" method: an analysis of the department's tasks, role-based scenarios, instructions, staff training and criteria for assessing the effect.
The "AI in the Department" method → 03An independent assessment of the offer: requirements, cost, risks, acceptance criteria. If the work is ordered, a specification and acceptance against it.
Consulting → 04AI training on your own tasks: you build the solution yourself on your own materials, the consultant guides.
Training →Business analysis and project management on the client side: more than 11 years in corporate IT projects in the energy sector (SAP IS-U, SCADA, metering systems). Requirements, process alignment, work with contractors and acceptance of solutions; participation in projects with combined budgets of over $10M. This experience is applied when designing AI solutions: from framing the task to verifiable requirements and acceptance criteria.
For teams and software houses: joining a project as a business analyst on the business side.
First automations in Claude Code in training sessions.
Implementation
Telegram bot: a daily summary of mechanics' output from eSowa.
Implementation
Generating and checking product listings for Prom.ua and WooCommerce.
Specification
Assessment of a pawnshop chain, concept and specification.
Own product
A virtual team of agents on top of Claude Code.
Concept
A city assistant for Elbląg in Telegram.
An answer to your AI question: whether to automate, where to start, how to assess a vendor proposal.
Details → 02Hands-on sessions: you build the solution yourself in ChatGPT, Claude or Claude Code, the consultant guides. The first 30 minutes are free.
Details → 03A work-week snapshot and a task map: what to automate, what to keep human, how many hours get freed up.
Details → 04Which solution fits the company's task: options compared from a ready-made service to a custom build, with a recommendation.
Details → 05A document a contractor or an AI agent can build from predictably, with a result that can be checked.
Details → 06Automation to a specification: small solutions are built directly, specialists in the field are brought in for larger ones. Acceptance against criteria, support within an agreed scope.
Details →Ready to see where your department could save time? Briefly describe the task, and the reply will be an invitation to a free 30-minute call.
Write →For consulting and training the path is shorter: a free call, then sessions.
An open spec standard for development with AI agents, plus a skill for Claude
Details → 02Five stages of bringing AI into a department: a free guide and a workbook with templates
Details → 03Whether a task is worth automating, which approach to take and where to start, before hiring a contractor
Details →Notes on specifications, automation, and working with AI.
Describe what's happening in your department in a couple of sentences. You'll get an honest answer on whether it's worth doing and where to start.
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