Agentic AI systems

AI that finishes the job while you sleep.

Agents that keep their own memory, work on their own, and show you exactly what they did.

works through the night Request 22:40 The agent works reads, drafts, checks, files it Done 07:00
One request in. One finished piece of work out. Nobody awake in between.

How it works

The memory lives in files, so nothing is ever lost.

Each run starts fresh and still knows everything, because the state is on disk, not in a chat window.

Message email or chat Run understands, decides, writes starts cold every time Reply sent for you Project files what happened, what is open, what was produced writes and reads back
The dashed line is the part that matters: tomorrow's run picks up from the files, not from you.

What it does

Three jobs it takes off your desk.

needs you handled

Sorts the inbox

Reads everything that came in, tells you the few things that actually need a decision, and drafts the rest.

one project, carried across days MonWed FriTue

Keeps projects moving

Comes back to a job a week later knowing where it stood, what is open and who owes what.

Prepares the documents

Drafts, formats and versions the papers, reports and letters, ready for you to sign off.

Guardrails

The limits are in the code, not in a polite request.

Three checks run before the agent may act. They are part of the program, so they cannot be talked around.

Who may ask known senders only What it may touch this project, nothing else Who it may tell checked addresses Allowed through Refused and logged every refusal is written down
An instruction can be argued with. A check in the code cannot.

Team

Three founders, one working system between them.

DP
Dominik Palla, PhD CEO & CTO

Builds the systems. Code generation, language models, enterprise architecture.

PM
Prof. Petra Marešová, PhD CFO

Economics of technology: what a system costs and what it returns.

KK
Prof. Kamil Kuča, PhD CSO

Research direction and scientific standards.

Tell us what should be running tonight.

We take a small number of engagements at a time.

hello@vesperdynamics.org