How to Plan a Quarter in 30 Minutes with AI
How AI Transforms Quarterly Planning — Without Skipping the Strategy
PLANNING & STRATEGYAI FOR BUSINESS OPS
Rui Luis
5/27/20252 min read
Let’s be honest — traditional quarterly planning is broken.
You start with good intentions.
Then you get a 12-tab spreadsheet, five Miro boards, and two dozen Slack threads.
By the time the quarter starts, most of your team has already moved on.
It’s not that planning isn’t important — it’s that the process often creates more friction than focus.
Here’s how we changed that — and where AI can make the biggest difference.
🛠️ The Traditional Process
The usual quarterly planning workflow looks something like this:
Meet with each department to gather priorities
Try to align them around company goals
Argue over who owns what
Spend hours wordsmithing Objectives
End up with vague Key Results and 30+ initiatives
Repeat every 90 days
It’s slow, disjointed, and often disconnected from actual execution.
⚡ The AI-Assisted Workflow (and What It Doesn’t Replace)
With AI-powered planning, the process compresses dramatically — but only if you feed it well.
Here’s the simplified version:
Step 1: Upload your strategic context
This is the most important step.
You can’t skip the prep. The AI needs thorough, well-written inputs:
Strategic priorities
Metrics and targets
Customer feedback
Known risks and constraints
Garbage in = garbage out.
The better your documentation, the sharper the output.
Step 2: AI proposes draft Objectives & Key Results
It pulls from the uploaded content and generates a structured plan — with focus areas, measurable outcomes, and draft OKRs.
Step 3: Async review by team members
This isn’t a replacement for alignment.
You still need a workflow for comments, suggestions, and shared understanding — but now you’re working from a solid draft, not a blank canvas.
Step 4: Output = Actionable, Discussable Plan
You don’t leave this workflow with a perfect final plan.
You leave with a smart first draft — and a big head start.
By the time you hit your live planning meeting, you’re not brainstorming — you’re finalizing.
🧠 Why This Approach Works
✅ Cuts out low-leverage prep time
✅ Starts the conversation with structure, not chaos
✅ Turns strategy into something your team can actually act on
It’s not “done in 30 minutes” — but it’s 80% done, and ready for refinement.
🔍 Sample Output
Objective: Improve New Customer Activation
Key Results:
Increase % of users reaching “aha moment” in week 1 from 42% → 65%
Launch revised onboarding sequence by July 10
Run 5 user interviews per month to validate changes
Task Breakdown:
✅ Draft onboarding flow v2
✅ Schedule interviews
✅ Build KPI dashboard
✅ Push to production
No noise. Just actionable structure.
📬 Final Thought
Planning isn’t about writing the perfect strategy doc.
It’s about getting your team to clarity — quickly — so they can focus on execution.
With the right inputs and a solid async flow, AI can shrink a week-long planning cycle into 30 minutes of actual progress.
👋 Try It for Yourself
Plan Focus helps teams go from strategy docs to structured plans — without the drama.
You won’t leave with a perfect plan.
But you’ll have the best starting point you’ve ever seen.
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