Anomaly Detection

Stop forecasting on flawed data

Precanto continuously checks your spend, compensation, and assumptions for hidden errors — so you catch issues before they break your model, your trust, or your quarter.

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Forecasting anomaly detection dashboard with real-time financial data outlier chart and error summary by system, issue type, and severity

One broken assumption can throw off your entire model

Outdated recs. Overstated comp. Misclassified spend. Small mismatches add up — until your forecast no longer reflects reality.

Precanto continuously scans your financial and operational data, flags anomalies, and helps you resolve issues early — before they become costly surprises.

Forecasting anomaly chart caused by overstated expense entry in ERP system, highlighting misclassified compensation data and impact on model accuracy.

What You Can Do

Detect mismatches across headcount, spend, or comp instantly
Flag expense spikes, missing values, or broken mappings early
Catch model-breaking issues before they impact trust
Ensure clean, connected data across systems
Use Ask Precanto to investigate anomalies and find root causes
Reconciling manually between HRIS, plan, and actuals
Finding out during a reporting review or close
Copy-pasting and cross-checking Excel trackers
Hoping nothing slipped through the cracks
Asking your team to dig through reports and data exports

Your forecast is only as good as your inputs

Precanto acts as your always-on control layer:

Flags mismatches in headcount, comp, spend mappings, and rec IDs

Detects anomalies in timing, magnitude, or classification

Identifies broken assumptions before they corrupt your model

Helps you investigate and resolve issues — with traceability

Build trust in your numbers — and keep it

Precanto helps you:

Connected HR and finance systems syncing operational data to automatically detect and fix errors before forecast close or QBRs.

Avoid surprises during close or QBRs

Anomaly detection dashboard highlighting automated data cleansing and error breakdown across ERP, HRIS, and ATS systems.

Reduce dependency on manual checks and backtracking

Finance leaders requesting real-time budget tracking by department with connected system intelligence to maintain accuracy and alignment.

Maintain credibility with execs and stakeholders

Clean, validated budget data enabling finance teams to confidently adjust forecasts and reallocate spend instantly.

Move faster with confidence that your model reflects clean, validated data

Trust starts with clean data.

See how Precanto catches anomalies early — and keeps your forecasts audit-ready.

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