Find spend anomalies before they close
Duplicates, overruns and policy breaches, caught on every sync.
Spend & Anomaly Overview
Monthly spend · risk exposure · savings identified
Connects to your existing financial stack
Also available: REST API, webhook, SFTP and custom ETL.
Spend intelligence
Anomaly detection
Ventura checks your accounting systems, bank feeds, payroll and card data on every sync. It flags duplicates, budget overruns, policy breaches and statistical outliers before they close in the ledger.
- Duplicate and near duplicate payment detection
- Vendor spend baselines and spike analysis
- Round number and high frequency payment flags
- Transaction evidence on every finding
Duplicate invoice: same vendor, same amount
Duplicate
Statistical outlier: payment 4× vendor baseline
Outlier
Round number transaction above $10,000
Round Number
Approval controls
Workflow tracking
Model any finance approval process, from vendor onboarding through invoice approval and expense reimbursement. Bottlenecks and overdue approvals surface as they happen, not at month end.
- Deadline targets with overdue detection per workflow
- Bottleneck identification by anomaly type
- Owner assignment at each stage
- Status tracking from open to resolved
Invoice received
3-way match verification
Manager approval
AP final approval
Payment release
Bottleneck detected at step 3. Target: 48 hours, approval pending for 6 days
Explainable by design
Full transparency
Nothing here is a black box and nothing acts on its own. Every finding shows the rule and the evidence that triggered it. Status changes only through a logged action by a person on your team.
- Every finding cites the transactions behind it
- Confidence thresholds you configure per workspace
- No autonomous actions of any kind
- Append only audit trail for security events
Duplicate invoice flagged and logged
Risk tier: Low · Confidence 96%
Statistical outlier: investigation opened
Risk tier: Critical · Confidence 94%
License consolidation opportunity noted
Risk tier: Low · Confidence 90%
Budget overrun escalated and reviewed
Risk tier: High · Confidence 85%
Transparency & Audit Trail
Every finding is explainable, logged, and traceable to source transactions
Ventura does not just flag anomalies, it shows its reasoning. Every finding carries a confidence score, a plain explanation and direct references to the transactions behind it, so your team can investigate, approve or dismiss with full context.
Complete audit trail
Every detection, review, status change and approval is logged with a timestamp and an actor.
Confidence on every finding
Each anomaly carries a score from 0 to 100 and the reasoning behind it, so reviewers know how certain the system is.
Transaction evidence
Every anomaly links to the exact transaction IDs involved. No guessing which rows triggered the alert.
Data masking
Run analysis on masked data to protect sensitive information during demos, onboarding or internal testing.
Audit log record
| Event | anomaly.detected |
| Anomaly | ANO-1042 |
| Confidence | 97 |
| Risk tier | High |
| Action | Human approval required |
| Actor | finance@yourcompany.com |
| Recorded | Server side, append only |
Get started
Built for enterprise finance operations
Connect your accounting system and Ventura scans your transactions automatically. Most teams see their first findings within hours of the first sync.