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AI anomaly and fraud detection

Software that flags outliers, errors and fraud in your data automatically, compared on cost, time-to-value and implementation effort.

AI trust filters

169 solutions found · showing 145–169

Sinch AB logo
Revenue VelocityMCPAIFintech & Financial Services +2

Sinch

Enterprise-grade messaging, voice and email APIs with delivery, routing, compliance and fraud prevention built in.

Time-to-Value
1-2 weeks from API sandbox to production
Typical TCO
On request
FrictionLow
View dossier
OFX logo
Cost ReductionAIProfessional Services +3

OFX

Global money transfers, multi-currency accounts and spend management for businesses.

Time-to-Value
2–4 weeks
Typical TCO
On request
FrictionLow
View dossier
Datto (Kaseya) logo
Risk & ComplianceAIProfessional Services +2

Datto

Backup, disaster recovery, RMM, PSA and networking purpose-built for MSPs and the IT teams they serve

Time-to-Value
2-4 weeks to first protected workload
Typical TCO
On request
FrictionModerate
View dossier
EcoVadis logo
Risk & ComplianceAIManufacturing +3

EcoVadis

One brain for the supply chain

Time-to-Value
4-8 weeks to first scorecard
Typical TCO
On request
FrictionModerate
View dossier
FISCAL Technologies logo
Risk & ComplianceMCPAIHealthcare +2

FISCAL Technologies

AI-native accounts payable and P2P risk management software that protects spend and prevents supplier fraud.

Time-to-Value
~2-3 months (onboarding dependent)
Typical TCO
On request
FrictionModerate
View dossier
Varonis logo
Risk & ComplianceAIHealthcare +4

Varonis

Secure AI and the data that powers it — one platform for data security, governance and threat detection

Time-to-Value
1–2 weeks
Typical TCO
On request
FrictionModerate
View dossier
Bluebeam logo
Ops EfficiencyAIConstruction +2

Bluebeam

PDF markup, measurement and real-time drawing collaboration software for AEC teams.

Time-to-Value
1–2 weeks
Typical TCO
$4k/yr
FrictionLow
View dossier
SailPoint logo
Risk & ComplianceAIEducation +2

SailPoint

Identity-first security platform governing human, machine and AI identities with real-time, adaptive access control.

Time-to-Value
~6 weeks to full deployment
Typical TCO
On request
FrictionHigh
View dossier
Flexera logo
Cost ReductionAIFintech & Financial Services +3

Flexera

See everything, control everything: visibility and management across AI, SaaS, cloud, software and hardware.

Time-to-Value
3-6 months
Typical TCO
$150k/yr
FrictionHigh
View dossier
Emburse logo
Cost ReductionAI

Emburse

AI-driven travel and expense management for global spend visibility, compliance, and control.

Time-to-Value
2–4 weeks
Typical TCO
On request
FrictionModerate
View dossier
Fishbowl logo
Ops EfficiencyAIManufacturing +2

Fishbowl

AI-centric inventory and manufacturing software built around QuickBooks and Xero for growing product businesses.

Time-to-Value
2–6 weeks (vendor-stated go-live)
Typical TCO
$7k/yr
FrictionModerate
View dossier
Oversight, Inc. logo
Risk & ComplianceAIManufacturing +4

Oversight

AI-powered finance risk intelligence that turns fragmented spend data into continuous, governed action

Time-to-Value
2-3 months to first findings
Typical TCO
On request
FrictionModerate
View dossier
Klarna logo
Revenue VelocityAIRetail & Commerce

Klarna

Flexible consumer payments, buy-now-pay-later, cards and a money app, plus merchant checkout tools for online and in-store commerce.

Time-to-Value
Not published; est. weeks for merchant setup
Typical TCO
On request
FrictionLow
View dossier
Barracuda Networks, Inc. logo
Risk & ComplianceAIHealthcare +5

Barracuda

Complete cyber resilience for businesses of all sizes — email, data, network and application security.

Time-to-Value
Same day (vendor states deployment in minutes)
Typical TCO
On request
FrictionFrictionless
View dossier
Planet DDS logo
Ops EfficiencyAIHealthcare

Planet DDS

Cloud-based dental practice management, imaging and payments platform for DSOs and multi-location dental groups.

Time-to-Value
8-12 weeks
Typical TCO
On request
FrictionHigh
View dossier
GridPoint, Inc. logo
Cost ReductionAIRetail & Commerce +1

GridPoint

Energy management platform that cuts energy costs and CO2 across multi-site commercial buildings.

Time-to-Value
About 3 months (pilot program)
Typical TCO
$50k/yr
FrictionHigh
View dossier
Mobilexpense logo
Cost ReductionAIManufacturing +2

Mobilexpense

Spend management made simple: automate expense submission, approvals and reconciliation.

Time-to-Value
Under a month; simple setups under a week
Typical TCO
$11k/yr
FrictionLow
View dossier
Lytx logo
Risk & ComplianceAILogistics & Field Services +1

Lytx

AI-assisted video safety, telematics, and DOT compliance for commercial fleets.

Time-to-Value
About 1 month
Typical TCO
On request
FrictionHigh
View dossier
ProShop ERP logo
Ops EfficiencyAIManufacturing

ProShop ERP

Manufacturing ERP that enforces shop workflows and keeps tribal knowledge in the system.

Time-to-Value
About 6 months to reported ROI
Typical TCO
On request
FrictionModerate
View dossier
Zoho Corporation logo
Ops EfficiencyMCPAIFintech & Financial Services +1

Zoho

An integrated cloud suite of 60+ business apps, with an agent-ready layer that connects any LLM to your Zoho data and actions.

Time-to-Value
2–4 weeks for core apps
Typical TCO
$5k/yr
FrictionLow
View dossier
Intelligent Audit logo
Cost ReductionAILogistics & Field Services

Intelligent Audit

Freight audit and payment platform that helps shippers cut waste, recover spend, and gain real-time logistics visibility.

Time-to-Value
4–8 weeks (quote-based onboarding)
Typical TCO
On request
FrictionModerate
View dossier
Cority logo
Risk & ComplianceAIConstruction +3

Cority

AI-enabled EHS+ platform converging safety, health, environmental, quality and sustainability risk in one system.

Time-to-Value
~4–6 months (implementation-led)
Typical TCO
On request
FrictionHigh
View dossier
Mitek Systems, Inc. logo
Risk & ComplianceAIFintech & Financial Services

Mitek

Continuous identity defense: verify, detect and stop fraud across the customer journey

Time-to-Value
2–3 months
Typical TCO
On request
FrictionModerate
View dossier
EnergyCAP, LLC logo
Cost ReductionAIEducation +4

EnergyCAP

Energy and utility management software that centralizes utility bills, meters and emissions data, powered by Watts AI

Time-to-Value
About 3 months to first production value
Typical TCO
$25k/yr
FrictionModerate
View dossier
Motus, LLC logo
Cost ReductionAIManufacturing +2

Motus

One platform for tax-advantaged mileage reimbursement, driver safety and vehicle program analytics.

Time-to-Value
6-8 weeks (stated implementation)
Typical TCO
On request
FrictionModerate
View dossier

Questions to ask before you buy

  • What is the false-positive rate, and who reviews the flags?
  • Can we tune the thresholds to our own risk appetite?
  • Is every flag explained, so an auditor can follow it?

Each tool page shows what the vendor’s own pages say about training on your data, model providers and AI pricing, and “Not recorded” where they say nothing. How we record AI