NuboPredict — Nubo Labs

10 analysis modules

Every dimension of your cloud spend. Explained in plain English.

NuboPredict doesn't just show you graphs — it tells you what changed, why, and what to do about it.

📈

Forecasting

Linear regression + confidence

●3/6/12 month forecast per service

●80% confidence intervals

●Monthly growth rate per service

●Fast-growing service alerts

●Annual spend projection

🔍

Anomaly Detection

Statistical z-score analysis

●Daily spend z-score analysis

●Spike and dip detection (2σ+)

●New service detection

●Disappeared service alerts

●Biggest MoM service movers

💰

RI & Savings Plans

Purchase recommendations

●RI purchase recommendations

●Break-even analysis per instance

●Compute Savings Plan opportunity

●Current RI utilisation %

●Wasted reserved capacity

🏷️

Tag Attribution

Cost by team & environment

●Cost by Environment/Team/Project

●Untagged spend detection

●Department chargeback report

●Cost per feature/service tag

●Owner attribution

📊

Budget Intelligence

Data-driven thresholds

●Recommended 80%/100% thresholds

●Days until budget breach

●Month-to-date burn rate

●Projected month-end spend

●EC2 rightsizing recommendations

🤖

Claude AI Insights

Powered by Anthropic

●Executive summary (board-ready)

●"What changed this month" narrative

●CFO-ready monthly report

●Top 3 concerns + opportunities

●90-day outlook with confidence

Sample output

This is what your CFO gets.

Real NuboPredict output — forecasts, anomalies, RI recommendations, and AI-generated narrative in one report.

NuboPredict v1.0 — Spend Report

12-Month Spend History

              MonthTotalMoM%Top service
              2025-06£142.30—Amazon EC2
              2025-07£156.80+10.2%Amazon EC2
              2025-08£168.40+7.4%Amazon RDS
              2025-09£171.20+1.7%Amazon EC2
              2025-10£189.60+10.7%AWS Lambda
              2025-11£201.40+6.2%Amazon EC2
              2025-12£224.80+11.6%Amazon EC2
            
6-Month Forecast (80% confidence)

              MonthForecastLowHigh
              2026-01£238.40£218.20£258.60
              2026-02£252.10£228.40£275.80
              2026-03£265.90£238.60£293.20
              2026-04£279.70£248.80£310.60
              2026-05£293.50£259.00£328.00
              2026-06£307.30£269.20£345.40
            
Anomalies detected (last 30 days)
🔴 2025-12-14  £48.20  z=+3.2σ  SPIKE — investigate
🔵 2025-12-22  £8.40   z=-2.1σ  DIP — low activity day
RI Recommendations
m5.large ×2  On-demand £140/mo → RI £89/mo  saves £612/yr
t3.medium ×3  On-demand £90/mo → RI £58/mo  saves £384/yr
🤖 Claude AI — Executive Summary
Your AWS spend has grown 7.8%/month over the last 6 months, driven primarily by EC2 and Lambda. At current trajectory your annual bill will reach £3,240 by December — 58% above today. Two Reserved Instance purchases would immediately save £996/year with a 4-month break-even. A spend spike on Dec 14th (3.2σ above baseline) warrants investigation.

7.8%

monthly growth rate

£996

RI savings found/yr

2

anomalies detected

£3.2k

12mo forecast

🤖 CFO-Ready Monthly Report

Current Status
• AWS spend: £224.80/mo (+11.6% vs last month)
• Forecast: £307/mo in 6 months (£3,240/yr)

Key Changes
• Lambda +34% — new feature deployment Dec 12th
• EC2 +8% — two additional instances launched

Action Required
• Purchase 2× m5.large RIs — saves £612/yr, 4mo break-even
• Investigate Dec 14th spike (3.2σ anomaly, £48.20)
• Set budget alert at £270 (80%) and £340 (100%)

Get your free spend forecast →

Pricing

Transparent pricing

One-off Report

Full forecast analysis with AI insights and CFO-ready report.

£400 one time

✓12-month historical analysis
✓3/6/12 month forecasts
✓RI & Savings Plan recommendations
✓AI executive summary
✓CFO-ready monthly report
✓48 hour turnaround

Get started

Where will your AWS bill be in 6 months?

Most startups have no idea. NuboPredict will tell you — with confidence intervals, anomaly detection, RI recommendations, and a CFO-ready report your board can actually read.

Get your free spend forecast →