AI assistant · workflow detail
Sarah — a short morning view of what is stuck and what needs approval.
AI prepares a morning queue, stuck-items list, approvals needed and suggested check-ins. The manager decides priorities, ownership and any follow-up actions.
Most branch days start with scattered notes, promised callbacks and unclear owners. For independent estate agencies in Lisburn, Belfast and across Northern Ireland, the GAIS Manager Morning Brief Assistant turns the previous day's open loops into a short, scannable view — the manager still decides what matters most and who owns it.
The branch job
The manager's first job of the day is to see everything that needs a decision: what's stuck, what's waiting on a customer, what's waiting on a colleague, what needs the manager's signature.
Without a clear view, the day becomes a series of interruptions. With a clear view, the manager can protect the team, prioritise well and see what is actually coming up.
The GAIS Manager Morning Brief Assistant is designed around that admin job for Northern Ireland estate agencies — and that is exactly why it sits in the manager candidate slot: the manager owns the queue.
The old way
A typical manager morning creates small bits of work:
- skim CRM and email for the open loops from yesterday;
- spot the items that have been waiting longest;
- decide which need a manager decision vs. a negotiator follow-up;
- draft a short internal note for the negotiator who needs to act;
- flag anything that needs a partner / owner eye before the day starts;
- decide whether to chase a vendor, landlord or solicitor today.
None of this is glamorous. That is why it is a manager candidate — once the other lanes feel useful.
What the assistant receives
For a first demo, the assistant uses fictional or dummy open-loop notes only.
A later controlled pilot could define approved inputs such as:
- supplied open-loop notes (yesterday's outstanding items, missed callbacks, approvals waiting);
- approved branch wording and tone;
- approved priority bucket (e.g. stuck, waiting, approval, check-in, information only).
The first demo does not need CRM access or live branch data.
What the assistant prepares
- a short morning queue grouped by priority bucket (stuck, waiting, approval, check-in, information only);
- a stuck-items list with the longest-waiting items flagged first;
- an approvals-needed list so the manager can sign things in one pass;
- suggested check-ins for the negotiator who needs a nudge today;
- a flag for any items that look sensitive, urgent or commercial.
That gives the manager a cleaner starting point. It does not remove the manager's decision.
What the manager still approves
The manager still decides:
- whether the priority order is right;
- who owns each item now;
- which items to escalate, defer, or close;
- whether anyone needs a check-in first;
- whether the brief itself is worth preparing tomorrow.
The assistant does not own the queue. The manager does.
Does not do
Discipline staff; contact clients; change ownership; judge performance; alter CRM records; replace manager judgement.
Why this is a manager candidate
The brief is a starting point for the manager's day, not a replacement for it. Items move, priorities change, and ownership belongs to a person — never to the assistant.