Choose what should change.
Review the process, tools and available data. Identify a useful starting point and agree how success will be assessed.
You receivePriority use cases, a budget and an implementation roadmap.
Selected project experience of Žaneta Pavlíčková
We connect your tools, business data and team skills. One partner coordinates implementation and suppliers, then measures what changed against the full cost.
Discuss your priorities with Žaneta Pavlíčková, founder of symfon.io.
Start with one workflow. Agree what needs to change.
Use case · Budget · Responsibilities
Integration · Training · Handover
Baseline · Actual results · Total cost
Licences, pilots and training can each be useful. But when they sit apart, your team is left to connect them—and explain whether the investment helped.
We bring the work into one plan. Start with a process that needs to improve. Connect the right tools, people and rules around it. Agree how to measure the result.
Before each stage, we agree the scope, responsibilities and acceptance criteria. You know what you will receive.
Review the process, tools and available data. Identify a useful starting point and agree how success will be assessed.
You receivePriority use cases, a budget and an implementation roadmap.
Bring your team and specialist suppliers into one plan. Integrate and validate the solution, train the users and hand over the work.
You receiveAn implemented solution and a trained team.
Compare the agreed measures with the baseline. Include licences, implementation, training and operations in the cost.
You receiveA results comparison and a recommendation for the next stage.
Time saved is not automatically a financial saving. We report estimated and verified benefits separately.
Start with the parts your situation calls for. You do not need to implement everything.
Select products around roles, business needs and costs, with a clear reason for each choice.
Coordinate connections to your systems and data, so the solution fits the workflow it is meant to improve.
Practise providing context, checking outputs and repeating a useful workflow. Match the instructor and topic to the team.
Define who does what, where a person reviews the output and who owns the result.
Include access permissions, company policies and human oversight in the implementation plan.
Compare usage, quality, time or process cost with the baseline. Decide what to improve or expand using the results.
Technology ecosystem: Superpowered People Platform by Aibility · Talentpilot · duvo.ai. Product selection follows your requirements.
Online or on site. We build the content around the tools your team has and the tasks it really works on.
What AI can do today, where its limits are and how to use it safely. For leadership, a whole department or a company event.
Half a day or a full day of hands-on work in a specific tool. Participants leave with a workflow they can use the next day.
Teams work on their own challenge with mentor support. We help select the challenges, prepare the day and review the prototypes.
Tools: Microsoft 365 Copilot · Copilot Studio · Power Automate · ChatGPT · Claude · Gemini · Claude Code · Codex · Cursor. For larger groups, we also prepare long-term programmes, such as an AI ambassador academy.
Datasheet Generator was built for ILUMIX. It brings product materials into technical sheets and product books in the company's visual style.
Start with a product URL, PDF or Excel file. Review the extracted information, choose the products and export a branded PDF.
The workflow keeps a human review between imported source materials and the final document.
“people who can explain the subject clearly, without putting pressure on us that it ‘has to’ be done.”
You have a process to improve, tools to connect or a team that needs help applying AI. You can involve the people responsible for the work and agree how to evaluate the change.
You only want a list of tools, or a guaranteed saving before anyone has examined the process and data. This approach depends on a shared brief and your team's involvement.
Use the first 30-minute conversation to discuss your priorities and current environment. We will agree a useful starting point.

A short description of the task, the tools you use and what you would like to improve.
Scope, responsibilities and acceptance criteria are agreed before each delivery stage.
What happens in an AI Ecosystem Review? ↗
Book a 30-minute callWe start with your needs and current environment. Product selection follows the use case, roles and costs. You do not need to implement the whole technology ecosystem; the suitability of your existing tools is assessed in the agreed scope.
Yes. The engagement can start with one specific task. We agree the scope and the people who need to be involved before the stage begins.
Symfon.io coordinates the engagement, plan, budget and responsibilities. Product and technical specialists deliver their parts. Žaneta Pavlíčková is your contact across the project.
We agree the baseline and success criteria before implementation. Measures can include time per task, error rate or process cost. The assessment includes licences, integration, training and operations. Estimated and verified benefits are reported separately.
AI usage policies, access permissions and human oversight form part of the implementation plan. The requirements depend on your systems, data and chosen products.
Price and timing depend on the agreed scope. Discuss the process, systems and people involved with us so the next stage can be defined before delivery begins.
Bring the task you want to improve. Let's discuss your priorities, current environment and a useful way to begin.
30 minutes with Žaneta Pavlíčková. Booking opens in Google Calendar.