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.
169 solutions found · showing 97–144

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

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

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

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

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
Airwallex
The intelligent financial platform for global businesses
- Time-to-Value
- Days for accounts; 2–6 weeks for API builds
- Typical TCO
- $7k/yr

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

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

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

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

- Time-to-Value
- ~3 months
- Typical TCO
- On request

GoGuardian
K-12 student safety, web filtering, and classroom management for schools.
- Time-to-Value
- Days to 1–2 weeks
- Typical TCO
- On request

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

- Time-to-Value
- About 1 month
- Typical TCO
- On request

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
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

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

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

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

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

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

- Time-to-Value
- 2–4 weeks (capture services from day one)
- Typical TCO
- $4k/yr

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

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

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

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

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

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

- Time-to-Value
- ~1 week (sensor deploys in minutes)
- Typical TCO
- $6k/yr

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

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

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

- Time-to-Value
- ~28 days average implementation
- Typical TCO
- On request
Fenergo
Client Lifecycle Management, KYC, AML and compliance software, powered by Fen-AI
- Time-to-Value
- Under 12 weeks
- Typical TCO
- On request

Keepit
Dedicated cloud data protection and immutable SaaS backup for all your business apps
- Time-to-Value
- About 2 weeks
- Typical TCO
- On request
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

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

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

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

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

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

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

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

- Time-to-Value
- 2–4 weeks for core log ingestion
- Typical TCO
- On request

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

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

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

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
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