AI KPI Monitoring, Anomalies and Forecasts
Numbers move every day, and someone has to notice when they move the wrong way. These products watch your metrics, catch unusual activity and forecast what comes next. Several explain their findings in plain language, so your team understands what changed and why before deciding what to do about it.
Products in this category
What does each product watch or predict?
Each product has one job. They can work alone, though they often work best together, since a forecast is only as good as the data behind it and a monitor is only useful if people understand what it is telling them.
- AI KPI Monitor watches key metrics daily and explains unusual movements
- AI Anomaly Detection spots anomalies in transactions, traffic or operations data
- AI Forecasting Assistant forecasts demand, revenue or volume with explained assumptions
Where should I start?
If your data is messy, clean it first with AI Data Cleaning, listed under Insight. Every product here depends on clean inputs. If your data is in decent shape, pick by question. Want to know what happened? Use the KPI Monitor. Want to know what looks odd? Use Anomaly Detection. Want to know what comes next? Use the Forecasting Assistant.
Questions buyers ask
What is the difference between KPI monitoring and anomaly detection?
AI KPI Monitor follows the metrics you choose and explains unusual movements in them. AI Anomaly Detection looks for anomalies in transaction, traffic or operations data, which can surface problems a headline metric would hide. Running both gives you the summary view and the detail underneath.
Can we see how a forecast was made?
Yes. AI Forecasting Assistant forecasts demand, revenue or volume with explained assumptions, so you can see what the numbers rest on and challenge them. That makes forecasts far easier to discuss with leadership than a single figure with no reasoning attached.
Do these products need clean data first?
They work best on clean inputs. If duplicates, mixed formats or missing values are a problem, start with AI Data Cleaning in the Insight range. It follows a documented rule set and logs every change, so your team can see exactly what was fixed.
Choosing between Monitoring & Forecasting products?
Tick Compare on up to four products to see scope, price and delivery side by side. If you would rather talk it through, an expert can help you pick the one that fits how you work.