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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 97–144

Candis logo
Ops EfficiencyAI

Candis

AI accounts payable automation for DACH finance teams, with XRechnung/ZUGFeRD e-invoicing and DATEV/SAP integrations.

Time-to-Value
Under 2 weeks
Typical TCO
On request
FrictionFrictionless
View dossier
N2F logo
Cost ReductionAI

N2F

All your business spend in one smart platform: expense reports, corporate cards and accounts payable.

Time-to-Value
Under 2 weeks with a free trial
Typical TCO
$5k/yr
FrictionLow
View dossier
DNSFilter logo
Risk & ComplianceAIEducation

DNSFilter

AI-powered DNS filtering and threat blocking that stops attacks up to 10 days earlier.

Time-to-Value
Under 1 hour
Typical TCO
$3k/yr
FrictionFrictionless
View dossier
Stellar Cyber logo
Risk & ComplianceAI-native

Stellar Cyber

AI-native Open XDR SecOps platform unifying NG-SIEM, NDR, UEBA and ITDR with automated response

Time-to-Value
2–3 months (typical enterprise rollout)
Typical TCO
On request
FrictionHigh
View dossier
Sumsub logo
Risk & ComplianceAIFintech & Financial Services

Sumsub

AI-powered trust infrastructure for identity verification, AML compliance and fraud prevention at scale

Time-to-Value
2–4 weeks (14-day free trial available)
Typical TCO
$4k/yr
FrictionLow
View dossier
Airwallex logo
Cost ReductionAIFintech & Financial Services +1

Airwallex

The intelligent financial platform for global businesses

Time-to-Value
Days for accounts; 2–6 weeks for API builds
Typical TCO
$7k/yr
FrictionModerate
View dossier
Employment Hero Pty Ltd logo
Ops EfficiencyAIHealthcare +8

Employment Hero

All-in-one AI Employment Operating System for payroll, HR, recruitment and benefits.

Time-to-Value
3–6 weeks (Guided or Managed implementation)
Typical TCO
$12k/yr
FrictionModerate
View dossier
Position Green logo
Risk & ComplianceAI

Position Green

ESG software that turns sustainability data into reporting, decarbonisation and business value

Time-to-Value
~3 months to first reporting cycle
Typical TCO
On request
FrictionModerate
View dossier
Binadox, Inc. logo
Cost ReductionAI

Binadox

Cloud and SaaS cost management platform for unified spend visibility and automated optimization

Time-to-Value
Hours to first results
Typical TCO
$4k/yr
FrictionFrictionless
View dossier
ApprovalMax logo
Risk & ComplianceAIConstruction +3

ApprovalMax

Multi-level approval workflows and financial controls for accounts payable and receivable.

Time-to-Value
Under 1 day (setup in ~30 minutes)
Typical TCO
On request
FrictionFrictionless
View dossier
Arcadia Power, Inc. logo
Cost ReductionAIManufacturing

Arcadia

Energy management to save money, mitigate risk, and cut carbon.

Time-to-Value
~3 months
Typical TCO
On request
FrictionModerate
View dossier
GoGuardian logo
Risk & ComplianceAIEducation

GoGuardian

K-12 student safety, web filtering, and classroom management for schools.

Time-to-Value
Days to 1–2 weeks
Typical TCO
On request
FrictionLow
View dossier
IDnow logo
Risk & ComplianceAIFintech & Financial Services +2

IDnow

Identity and trust platform that takes enterprises beyond KYC to TYC with AI-assisted verification, fraud prevention and qualified signatures.

Time-to-Value
5-day integration in published case study
Typical TCO
On request
FrictionLow
View dossier
Ocrolus logo
Ops EfficiencyAIFintech & Financial Services

Ocrolus

AI workflow and analytics platform for lenders

Time-to-Value
About 1 month
Typical TCO
On request
FrictionModerate
View dossier
Ottimate logo
Ops EfficiencyAIRestaurants & Food Service +4

Ottimate

AI-powered AP automation for profitable finance teams: capture, code, approve and pay invoices in one platform.

Time-to-Value
About 1 month
Typical TCO
On request
FrictionLow
View dossier
S
Risk & ComplianceAIFintech & Financial Services +1

Shift Technology

AI agents that transform insurers' most critical work: fraud, claims, coverage, liability, subrogation and payment integrity

Time-to-Value
~1 month (case study: claim edits live in 4 days)
Typical TCO
On request
FrictionHigh
View dossier
Thought Machine Group Limited logo
Revenue VelocityAIFintech & Financial Services

Thought Machine

Cloud-native core banking and integrated payments infrastructure for tier-1 banks, challenger banks and fintechs.

Time-to-Value
3-6 months (weeks for greenfield launches)
Typical TCO
On request
FrictionHigh
View dossier
Umbrella logo
Cost ReductionAIFintech & Financial Services

Umbrella

AI-based cost management platform that detects waste, tracks savings and gives transparency on current and future multi-cloud, K8s and SaaS costs.

Time-to-Value
Roughly 2-4 weeks
Typical TCO
On request
FrictionModerate
View dossier
Motive Technologies, Inc. logo
Risk & ComplianceAILogistics & Field Services +2

Motive

AI that makes your operations safer and more efficient.

Time-to-Value
2–4 weeks (day-one data after install)
Typical TCO
On request
FrictionModerate
View dossier
Darktrace Holdings Limited logo
Risk & ComplianceAIManufacturing +4

Darktrace

The essential AI cybersecurity platform: behavioral detection and autonomous response across network, email, cloud, OT and AI systems.

Time-to-Value
Roughly 3-4 weeks after deployment
Typical TCO
On request
FrictionHigh
View dossier
Exabeam logo
Risk & ComplianceAIFintech & Financial Services +4

Exabeam

Behavior intelligence and AI-driven threat detection, investigation and response for the agentic enterprise

Time-to-Value
Roughly 3-6 months
Typical TCO
On request
FrictionHigh
View dossier
DroneDeploy logo
Ops EfficiencyAIConstruction

DroneDeploy

Visual AI and robotics across all your sites

Time-to-Value
2–4 weeks (capture services from day one)
Typical TCO
$4k/yr
FrictionLow
View dossier
Monday.com Ltd. logo
Ops EfficiencyMCPAIConstruction +4

monday.com

The AI work platform where people and agents drive business results together

Time-to-Value
Days to first boards; weeks to full rollout
Typical TCO
$2k/yr
FrictionLow
View dossier
Hubstaff logo
Ops EfficiencyAIProfessional Services

Hubstaff

Time tracking with productivity insights, project budgets, and automated global payments for distributed teams.

Time-to-Value
Under 2 weeks
Typical TCO
$3k/yr
FrictionLow
View dossier
Asset Panda logo
Ops EfficiencyAIManufacturing +3

Asset Panda

Mobile-first asset management that tracks every asset, automates inspections, and proves compliance from one system of record.

Time-to-Value
About 30 days; 7-day free trial
Typical TCO
On request
FrictionLow
View dossier
Narvar Inc. logo
Revenue VelocityAIRetail & Commerce +1

Narvar

AI-powered post-purchase platform for retail: delivery estimates, tracking, notifications, returns and exchanges, and fraud prevention.

Time-to-Value
~6–10 weeks (estimate)
Typical TCO
On request
FrictionModerate
View dossier
Time Doctor logo
Ops EfficiencyMCPAIHealthcare +2

Time Doctor

Workforce visibility for distributed teams: see the work, trust the numbers, and let AI turn trusted hours into predictable performance.

Time-to-Value
Under a day (minutes to set up)
Typical TCO
On request
FrictionFrictionless
View dossier
Druva, Inc. logo
Risk & ComplianceAIHealthcare +2

Druva

The Resilience Cloud for the AI Enterprise — fully managed SaaS backup, recovery and cyber resilience

Time-to-Value
About a week (deploys in minutes)
Typical TCO
On request
FrictionLow
View dossier
CrowdStrike Holdings, Inc. logo
Risk & ComplianceAI-native

CrowdStrike Falcon

We Stop Breaches with AI-native Cybersecurity

Time-to-Value
~1 week (sensor deploys in minutes)
Typical TCO
$6k/yr
FrictionLow
View dossier
Yooz logo
Cost ReductionAIConstruction +3

Yooz

Lean Financial Operations: AI-driven AP automation that cuts invoice processing costs by up to 80% and blocks payment fraud.

Time-to-Value
~2 weeks (vendor claims start in 1 hour)
Typical TCO
$2k/yr
FrictionLow
View dossier
Pricefx logo
Revenue VelocityMCPAIManufacturing +2

Pricefx

AI-first enterprise pricing intelligence platform that turns pricing into a competitive advantage and protects margin on every deal.

Time-to-Value
Agents live in 5 days; platform ~1–3 months
Typical TCO
On request
FrictionHigh
View dossier
KnowBe4 logo
Risk & ComplianceAIConstruction +5

KnowBe4

Reduce human risk with security awareness training, email defense and AI defense agents.

Time-to-Value
2–4 weeks to first campaign
Typical TCO
$5k/yr
FrictionLow
View dossier
DoiT logo
Cost ReductionAI

DoiT

Cloud Intelligence: multi-cloud FinOps platform with Forward Deployed Engineers

Time-to-Value
~28 days average implementation
Typical TCO
On request
FrictionLow
View dossier
Fenergo logo
Risk & ComplianceAIFintech & Financial Services

Fenergo

Client Lifecycle Management, KYC, AML and compliance software, powered by Fen-AI

Time-to-Value
Under 12 weeks
Typical TCO
On request
FrictionHigh
View dossier
Keepit logo
Risk & ComplianceAIFintech & Financial Services +3

Keepit

Dedicated cloud data protection and immutable SaaS backup for all your business apps

Time-to-Value
About 2 weeks
Typical TCO
On request
FrictionLow
View dossier
Recurly, Inc. logo
Revenue VelocityAIRetail & Commerce

Recurly

Full-lifecycle subscription management: billing, retention and revenue recognition on one platform.

Time-to-Value
About 2-4 weeks (sandbox + 90-day trial)
Typical TCO
$10k/yr
FrictionLow
View dossier
Restaurant365 logo
Cost ReductionAIRestaurants & Food Service

Restaurant365

All-in-one restaurant management platform uniting accounting, inventory, workforce, payroll and AI on the full restaurant P&L.

Time-to-Value
2–3 months
Typical TCO
On request
FrictionHigh
View dossier
Safetica logo
Risk & ComplianceAI

Safetica

AI-assisted data security platform unifying DLP, insider risk, cloud protection and AI governance in one console.

Time-to-Value
2–6 weeks
Typical TCO
$10k/yr
FrictionModerate
View dossier
Sumo Logic, Inc. logo
Risk & ComplianceAIFintech & Financial Services

Sumo Logic

Agentic AI-powered security and cloud analytics to automate, detect and investigate at the speed of now.

Time-to-Value
Under a week to first value
Typical TCO
On request
FrictionModerate
View dossier
Vectra AI, Inc. logo
Risk & ComplianceAIHealthcare +2

Vectra AI

AI-native security and observability platform that reduces exposure, stops attacks, and improves posture

Time-to-Value
Days for initial integration; weeks for full rollout
Typical TCO
On request
FrictionModerate
View dossier
Wise logo
Cost ReductionAIFintech & Financial Services

Wise

Low-cost international transfers and a multi-currency business account using the mid-market exchange rate.

Time-to-Value
Same day (account opens in minutes)
Typical TCO
On request
FrictionFrictionless
View dossier
Mixpanel logo
Revenue VelocityMCPAIFintech & Financial Services +3

Mixpanel

Event-based product intelligence: analytics, session replay, experiments and AI agents on one platform.

Time-to-Value
1–2 weeks
Typical TCO
$1k/yr
FrictionLow
View dossier
Tradeshift logo
Risk & ComplianceAI

Tradeshift

Global e-invoicing compliance and AI-assisted AP automation for large enterprises

Time-to-Value
As fast as 24 days (customer example)
Typical TCO
On request
FrictionHigh
View dossier
Graylog logo
Risk & ComplianceAI

Graylog

SIEM and log management for lean security, IT, and audit teams.

Time-to-Value
2–4 weeks for core log ingestion
Typical TCO
On request
FrictionModerate
View dossier
Block, Inc. (Square) logo
Ops EfficiencyAIRestaurants & Food Service +4

Square

One platform to sell in person and online, run your team, and manage your cash flow.

Time-to-Value
1–3 days
Typical TCO
On request
FrictionFrictionless
View dossier
Okta, Inc. logo
Risk & ComplianceAIFintech & Financial Services +4

Okta

Secure identity for employees, customers, partners and AI agents from one platform

Time-to-Value
30-day free trial; 2-6 weeks to first rollout
Typical TCO
$102k/yr
FrictionModerate
View dossier
Expensify, Inc. logo
Ops EfficiencyAIRetail & Commerce +1

Expensify

All-in-one spend management: AI-assisted receipts, expense reports, travel, reimbursements and corporate cards.

Time-to-Value
Same day (self-serve signup)
Typical TCO
$4k/yr
FrictionFrictionless
View dossier
Securonix logo
Risk & ComplianceAIFintech & Financial Services +2

Securonix

AI-governed security operations: unified SIEM, UEBA, SOAR and agentic AI for the SOC

Time-to-Value
~45 days (cited migration)
Typical TCO
On request
FrictionHigh
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