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R&D direction

Agents that ask before they act

An agent that books, cancels or pays on your behalf is useful exactly as long as it is predictable. This is an active R&D direction at LeonSoft rather than a finished product — and the research is mostly about where the approval gate belongs, not about making the agent cleverer.

Task delegated by the user
Agent prepares the action
User approves what matters
Result verified and reported

Where it applies

Small tasks, done reliably

The value is not in the agent doing something impressive once. It is in doing something ordinary correctly, every time, without supervision.

Appointments and bookings

Finding a slot, proposing it, confirming once the person agrees — and never double-booking silently.

Reminders and follow-ups

Timed nudges that carry the right context, sent through the channel the person actually reads.

Service flows

Multi-step processes — request, schedule, confirm, close — carried through without a person tracking each stage.

Approval gates

Anything that costs money, cancels something or contacts a third party stops and waits for an explicit yes.

Next step

Have a repetitive task worth delegating?

Describe it and we will say honestly whether an agent is the right shape for it — and where the approval gate would have to sit.

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