Generic agent advice is useless. Here are specific agents by function, what each is genuinely good at, and where each goes wrong.
Sales
Deal hygiene agent. Reviews open deals for missing next steps, stale activity, and stage-evidence mismatches; drafts a note per deal. Reliable, low risk, immediately useful.
Pre-call briefing agent. Before a scheduled meeting, assembles everything known about the account: history, open items, invoices, delivery status. High value, and it depends entirely on your data being connected.
Loss-pattern agent. Reviews closed-lost deals monthly and reports patterns. Useful quarterly; noisy weekly.
Caveat: keep sales agents away from outbound sending. Drafting is safe; sending on your behalf changes how customers experience you.
Hiring
Candidate triage agent. Summarizes new applications against role requirements with reasoning. Genuinely saves hours on high-volume roles.
Stalled-candidate agent. Flags candidates sitting in a stage too long and drafts the nudge to the hiring manager. The single highest-return agent in recruiting.
Caveat: never let an agent reject candidates. Hiring decisions carry legal weight and reputational cost, and the reasoning is what you need, not the verdict.
Projects and delivery
Status agent. Produces the weekly project summary from actual task movement, so the status meeting starts from facts.
Blocker agent. Identifies work stuck behind dependencies and who owns the unblock.
Scope-creep agent. Compares current scope against the original for client projects. For agencies, this one pays for itself.
Finance
Invoice follow-up agent. Drafts differentiated chasers based on account history and relationship, rather than the same template to everyone.
Expense categorization agent. Routine, high volume, and safe to delegate once proven.
Caveat: payment actions stay human. Always.
HR and people
Onboarding agent. Ensures each new joiner's checklist is progressing and nudges the owners of stalled items.
One-on-one agent. Notices skipped cadences, which is the earliest visible sign of a relationship going wrong.
Caveat: avoid agents that analyze individual employee behavior. The cost to trust exceeds any operational gain.
Support and success
Health-watch agent. Flags accounts that have gone quiet, especially ahead of renewal.
Escalation-pattern agent. Groups recurring issues so the fix happens once at the source.
Tip: Notice the pattern across every department: the best agents watch for conditions and draft responses. The weakest ones try to own an outcome end to end.
FAQ
How many of these should we run at once?
Start with one per department at most, and only in departments where someone will read the output. See how to deploy your first AI agent.
Do these need custom building?
Most map to marketplace templates you can adapt. Building from scratch is for workflows genuinely unique to you.
What does this cost?
At about 5 credits per run, a daily agent is roughly 150 credits a month, and a weekly one is about 20. Plan allowances start at 50 on Free and 750 on Starter.
Brainis ships agent templates across every module, on a shared data layer so agents can see across departments. See every module.
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