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Private operations assistant

A defined routine, carried through.

Give an assistant one recurring job, with approved sources and clear limits. It produces the agreed brief, checklist or draft, and carries out the low-risk steps you have agreed, bringing exceptions and decisions back to a named person. The job and those limits are set for your team, not copied from another client.

Explore a pilot

The working flow

How it works.

The pilot names the trigger and the routine. External messages, material changes and decisions outside the written role require a person's approval.
01

Receive the agreed request

02

Gather the permitted context

03

Produce the output or run an agreed step

04

Return exceptions to a named person

Access and responsibility

Clear access. Clear responsibility.

01

It can look at

Only the channels, folders, calendars or systems needed for its named job and approved for the people using it.

02

It produces

The brief, checklist, draft or low-risk step described in its operating policy, with the context an exception needs.

03

People direct

External messages, material changes, and any decision outside the written role. Each exception goes to a named person.

Illustrative example

A brief you can act on.

Staff see the sources, open questions and approvals needed for the next step.
CALIBRON / Illustrative example
01

Morning operations brief prepared

02

3 overdue items need owners

03

External updates held for approval

For human review

The pilot

What you receive.

01

One defined role, trigger and owner

02

The routine output and its exception path

03

Tests of the agreed low-risk steps

04

Security testing, runbook and handover

Typical timing

A single-role pilot usually takes two to four weeks. The first live runs are monitored closely.

Is this a good fit?

A good starting point

Your team keeps repeating the same information-gathering or preparation work and already uses a common messaging channel.

Hold off for now

The job needs unrestricted access, serves users who should be kept separate or involves unsupervised high-risk changes.

Practical questions

Does it have to use WhatsApp?

No. Teams, Slack, Telegram and other channels may be more appropriate depending on the business and its controls.

Can it act without approval?

Low-risk actions can be introduced once proven. External or consequential actions should remain explicitly approved.

What do "AI agent" and "agentic AI" mean?

They describe an AI assistant that can take a defined job through several steps, using approved information and permitted tools. It stops when a person needs to review or decide.

Private operations assistant

Which recurring request could an assistant handle?

We’ll define the job, the access it needs and where a person takes over.Explore a pilot