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1 # Capacity Planning
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3 Stop guessing and plan with confidence. The Capacity Planning report projects growth, highlights inflection points, and recommends concrete hardware or configuration changes backed by your actual utilization trends.
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5 ![Capacity Planning tab](https://raw.githubusercontent.com/netdata/docs-images/refs/heads/master/netdata-cloud/netdata-ai/capacity-planning.png)
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7 ## When to use it
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9 - Quarterly/annual planning and budgeting cycles
10 - Preparing procurement requests and vendor discussions
11 - Evaluating consolidation and right‑sizing opportunities
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13 ## How to generate
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15 1. Open `Insights` in Netdata Cloud
16 2. Select `Capacity Planning`
17 3. Pick a historical window and forecast horizon (3–24 months)
18 4. Scope to nodes, rooms, or services
19 5. Click `Generate`
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21 ## What’s analyzed
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23 - Historical utilization and growth trends (CPU, memory, storage, network)
24 - Variability, seasonality, and workload patterns
25 - Anomaly‑adjusted baselines for accurate projections
26 - Cross‑node comparisons and consolidation candidates
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28 ## What you get
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30 - Exhaustion date estimates for key resources
31 - Headroom analysis and risk categorization
32 - Concrete recommendations (e.g., instance types, disk tiers, scaling)
33 - Opportunity map for consolidation and cost savings
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35 ![Capacity Planning report example](https://raw.githubusercontent.com/netdata/docs-images/refs/heads/master/netdata-cloud/netdata-ai/capacity-planning-report.png)
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37 ## Example: Quarterly planning
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39 Produce a report that justifies next‑quarter spend: show utilization trends, where headroom is tight, when you’ll breach capacity, and specific remediation options with trade‑offs.
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41 ## Best practices
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43 - Run monthly; compare sequential reports for trend confidence
44 - Pair with `Performance Optimization` to validate trade‑offs
45 - Use room‑level scoping to build service‑oriented plans
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47 ## Availability and usage
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49 - Available on Business and Free Trial plans
50 - Each report consumes 1 AI credit (10 free per month on eligible plans)
51 - Reports are saved in Insights and downloadable as PDFs
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