Automation advice stays abstract because specifics depend on your stack. Here are twelve that apply to almost any company, with what each is worth.
Sales
1. Stalled-deal flags. Any open deal with no activity past a threshold gets flagged to its owner. Value: catches the most common revenue leak. Caveat: set the threshold per stage, or early-stage deals flood the alert.
2. Deal-to-project creation. A closed-won deal creates the delivery project with the right template. Value: removes a handoff where things get dropped. Caveat: needs a clean project template per work type.
3. Pre-meeting context assembly. Before a scheduled call, assemble account history, open items, and invoices. Value: replaces fifteen minutes of scrambling. Caveat: only works with connected data.
Finance
4. Invoice on delivery. Generate the invoice when work is marked delivered, for review. Value: removes days from your cash cycle. Caveat: review before sending, always.
5. Pre-due payment check. A courtesy confirmation days before the due date. Value: resolves more late payments than chasing does. Caveat: tone matters; this is a check, not a demand.
6. Expense categorization. Routine expenses categorized automatically. Value: removes tedious work. Caveat: review the exceptions rather than everything.
Hiring
7. Stalled-candidate alerts. Candidates in a stage too long, flagged to the recruiter. Value: the highest-return automation in recruiting. Caveat: thresholds by stage.
8. Interview kit generation. Kits and scorecards generated from the role definition. Value: removes the preparation barrier to structured interviewing. Caveat: edit before use; a generated kit is a first draft.
9. Offer-to-onboarding trigger. Acceptance creates the employee record and onboarding checklist. Value: eliminates the worst handoff in the company. Caveat: role-conditional items need configuring once.
Delivery and operations
10. Budget consumption alerts. Notify when a project passes 60% and 80% of budget. Value: makes overruns preventable rather than historical. Caveat: needs cost data attached to projects.
11. Weekly status assembly. The team's status document generated from actual task movement. Value: replaces meeting time. Caveat: only as honest as the board.
12. Overdue escalation. Past-due work notifies the owner, then the manager. Value: removes chasing from management. Caveat: escalate to a person, not to a channel nobody reads.
Tip: Implement in this order: 1, 7, 12, then 4 and 9. Those five cover the most common failure modes in a small company and none of them require AI.
The pattern
Nine of these twelve are rules, not AI. That is deliberate: rules are cheaper, faster, and more reliable, and most of the value in business process automation does not need a model. Add AI where judgment is genuinely required. See AI agents vs automation.
FAQ
How long does each take to set up?
Most are minutes in a system that supports them natively, and days if they require integration between separate tools. That difference is much of the argument for a connected platform.
What if we do not have connected data?
Start with the ones inside a single system, and treat the cross-system ones as motivation to consolidate. See the real cost of SaaS sprawl.
How do we avoid alert fatigue?
Send each alert to one person who can act, not to a channel. And review quarterly: any alert nobody acts on should be deleted or retuned.
Brainis includes automations across every module plus AI agents where judgment is needed, included on every plan. See pricing.
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