Detect spend anomalies.
Enforce approval controls.
Protect your operations.

Ventura connects to your ERP, bank feeds, payroll, and card data to surface financial risk and workflow bottlenecks — with explainable AI decisions and a complete audit trail built for enterprise compliance requirements.

AI Anomaly DetectionApproval WorkflowsImmutable Audit LogExplainable AI

Spend & Anomaly Overview

Monthly spend · risk exposure · savings identified

Illustrative example

Connect your data to see real spend trends and detected anomalies

Native integrations

Connects to your existing financial stack

Also available: REST API · Webhook · SFTP · Custom ETL

QuickBooks
Plaid
ADP
Salesforce
NS
NetSuite
Xero
Okta
Stripe
SAP
Expensify
Gusto
CSV
CSV / Excel
QuickBooks
Plaid
ADP
Salesforce
NS
NetSuite
Xero
Okta
Stripe
SAP
Expensify
Gusto
CSV
CSV / Excel

Spend intelligence

Continuous anomaly detection across every financial source

Ventura runs rule-based checks against your accounting systems, bank feeds, payroll, and card data — flagging duplicates, budget overruns, policy violations, and statistical outliers before they close in the ledger.

  • Duplicate and near-duplicate payment detection
  • Vendor spend baseline and spike analysis
  • Round-number and high-frequency payment flags
  • Transaction evidence references on every finding

Anomaly Detection Results

Example
HIGH

Duplicate invoice — same vendor, same amount

Duplicate

CRITICAL

Statistical outlier — payment 4× vendor baseline

Outlier

MEDIUM

Round-number transaction above $10,000

Round Number

AI evidence chain and suggested actions available per finding

Approval controls

Map and enforce every approval workflow with SLA tracking

Model every finance approval process — vendor onboarding, invoice sign-off, contract amendments, expense reimbursements. Surface bottlenecks and SLA breaches in real time so nothing stays stuck in someone's inbox.

  • Per-workflow SLA targets with overdue detection
  • Bottleneck identification per anomaly type
  • Step-by-step owner assignment for each workflow stage
  • Status tracking across Open, Under Review, and Resolved

Invoice Approval Workflow

SLA breach
1

Invoice received

SystemDone
2

3-way match verification

SystemDone
3

Manager approval

PendingOverdue
4

AP final sign-off

AP TeamWaiting
5

Payment release

FinanceWaiting

Bottleneck detected at step 3 — SLA target: 48h, approval pending for 6 days

AI governance

Every AI action is explainable, auditable, and human-controlled

Ventura's AI layer is a governed intelligence system — not a black box. Every inference includes confidence scores, evidence references, and risk tier routing. Human approval gates are enforced by policy before any action is taken.

  • Risk-tiered model routing by decision type
  • Confidence score thresholds per workflow
  • Human-in-the-loop approval gates
  • Immutable AI execution log for compliance

AI Governance Log

Example

Duplicate invoice flagged and logged

Risk tier: Low · Confidence 96%

AUTO APPROVED

Statistical outlier — investigation opened

Risk tier: Critical · Confidence 94%

HUMAN REQUIRED

License consolidation opportunity noted

Risk tier: Low · Confidence 90%

AUTO APPROVED

Budget overrun escalated and reviewed

Risk tier: High · Confidence 85%

HUMAN APPROVED

Every AI action is logged · human approval gates enforced by policy

Transparency & Audit Trail

Every AI decision is explainable, logged, and traceable to source transactions

Ventura doesn't just flag anomalies — it shows its reasoning. Every finding includes a confidence score, a plain-language explanation, and direct references to the underlying transactions, so your team can investigate, approve, or dismiss with full context.

Complete audit trail

Every detection, manual review, status change, and approval is logged with a timestamp and actor — giving you a full history of every decision.

Confidence scores on every finding

Each anomaly includes a model confidence score (0–100%) and the reasoning behind it, so reviewers know exactly how certain the system is.

Transaction evidence references

Every anomaly links directly to the specific transaction IDs involved — no guessing which rows triggered the alert.

Data masking and testing modes

Run analysis on masked or synthetic data to protect sensitive information during demos, onboarding, or internal testing.

// AI decision log — structure

event:"anomaly.detected"
anomaly_id:"ANO-xxx"
confidence:0.97
risk_tier:"High"
action:"human_approval_required"
actor:"finance@yourcompany.com"
immutable:true
log_id:"evt_xxxxxxxxxx"
tamper-evident · append-only · exportable

Get started

Purpose-built for enterprise finance operations

Connect your accounting system and Ventura will scan your transactions automatically. Most finance teams identify their first findings within hours of their first sync.