What H3M.IO does

H3M.IO operates as H3M Analytics Inc., a privately held AI/ML company developing the KROTON platform for financial crime compliance. Founded in 2018 by Dr. Tolga Kurt (CEO), Dr. Utku Ketenci (CTO), and Dr. Yaşar Safkan (co-founder), H3M is incorporated in Montréal, Canada with strong operational and customer ties to Istanbul, Turkey. The KROTON platform integrates transaction monitoring (Scenario Manager), sanctions screening (Sanctions Miner), KYC (KYC Miner), adverse media (RUMI), network analysis (Link Miner), market manipulation detection (Suspect Miner), and SWIFT message parsing (SWIFT Miner), plus case management and Active Learning-driven false-positive reduction, on a unified architecture with explainability primitives (SHAP, tree ensembles, monotonicity constraints).

H3M serves banks, payment providers, broker-dealers, cryptocurrency exchanges, and non-financial corporations requiring sanctions screening, with named customers including Akbank, Ziraat Bank, İş Bankası, Meezan Bank, Paycell, Tosla, VodafonePay, BPN, AkYatırım, and QNB Invest. The platform is mapped to 10+ country-specific AML/CFT regulatory frameworks (FINTRAC, FinCEN, MASAK, FMU, FID-SANS, FNTT, RahaPTS, FIU Latvia, FMS Azerbaijan, FIAU Malta). Revenue is generated through subscription licensing of KROTON modules, AI add-on subscriptions, professional services (compliance audits delivered in 4-8 weeks), and fee-based training programs delivered with Toronto Metropolitan University and the University of Hull. Distribution is direct enterprise field sales with a consultative personal-demo motion; free tools (RUMI sanctions search, MASAK practice tests, FINRA Series 14 practice test) serve as demand-generation. The company holds ISO/IEC 27001:2022 and ISO/IEC 22301:2019 certifications valid through August 11, 2028.

In 2025, H3M introduced an Agentic AI vision for AML, sanctions, KYC, and investigations, deploying evidence-first AI agents with human-in-the-loop controls and synthetic Agent-vs-Agent simulation. The company has published research with Akbank (IEEE) and supported master's theses with Boğaziçi University and the University of Ottawa. Its stated vision targets empowering 1,000 institutions in financial crime prevention by 2034.

Name

H3M.IO

Legal name

H3M Analytics Inc.

Website

https://h3m.io

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

11–50 employees

Short description

H3M.IO builds KROTON, an AI-powered financial crime compliance platform offering AML transaction monitoring, sanctions screening, KYC, and adverse media analytics for banks, fintechs, broker-dealers, and crypto exchanges across 10+ jurisdictions.

Ownership category

akta.pro rank

Product category

Financial Crime Compliance Software

akta.pro primary industry

Fraud, Risk, KYC/AML & Compliance Platforms (BPAMAFAI)

akta.pro secondary industries

KYC/KYB & Customer Onboarding (CIP, beneficial ownership, screening) (FSAGAFAB), Sanctions Screening & Watchlist/PEP Screening (Crypto) (FSADALAC), On-Chain Monitoring, Threat Detection & Incident Response (FSAPAJAB)

Keywords

• Anti-money laundering
• Sanctions screening
• Transaction monitoring
• KYC compliance
• Fraud detection

Headquarters

HQ city

Istanbul

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

1. KROTON Platform Licensing/Subscription: The KROTON compliance platform appears to be licensed to financial institutions (banks, fintechs, payment providers) on a subscription or recurring basis. The platform is offered as an integrated suite of AML/CFT modules (KYC Miner, Scenario Manager, Sanctions Miner, RUMI, Case Manager, Link Miner, SWIFT Miner, etc.) suggesting a modular SaaS/subscription commercial model.
2. Compliance Audit Services: H3M offers 10 distinct compliance audit services covering transaction monitoring, sanctions, KYC, AML model validation, SAR/STR reporting, and governance. These are professional services engagements deliverable in 4-8 weeks, priced as consulting engagements.
3. Training Programs (TMU & Hull Exec. Certificate): AI-enhanced AML & CTF training programs offered online (e.g., TMU program on October 24-25, 2025; Hull Executive Certificate) with registration and fee-based participation.
4. Agentic AI Add-ons: 6 Essential AI add-ons for the compliance system (KROTON AI Modules), sold as extensions to the core platform.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels6 records

Core offering

H3M Analytics sells the KROTON platform, an AI/ML-powered financial crime compliance suite for banks, fintechs, payment providers, broker-dealers, and other critical industries. KROTON integrates modular solutions for transaction monitoring, sanctions screening, KYC/EDD, adverse media intelligence, link/network analysis, case management, and SWIFT/EFT reporting. The platform layers Active Learning and Federated Learning on top of existing compliance scenarios to cut false positives, and adds an Agentic AI layer of evidence-first AI agents for AML, sanctions, KYC, and investigations.

Product overview

H3M Analytics offers KROTON, an AI-powered financial crime compliance platform for banks, fintechs, and critical industries. The platform uses a modular architecture combining artificial intelligence and machine learning (including Active Learning and Federated Learning) for anti-money laundering, sanctions screening, KYC, and fraud detection. The core KROTON platform integrates multiple modules: KYC Miner for customer due diligence, Scenario Manager for transaction monitoring, Sanctions Miner for watchlist screening, Case Manager for investigation workflows, SWIFT Miner for wire transfer analysis, RUMI for adverse media intelligence, Link Miner for network analysis, and Suspect Miner for market manipulation detection. AI add-on modules layer Active Learning AI on top of existing scenarios to reduce false positives by up to 89%. The platform also offers specialized solutions for cryptocurrency compliance, stock trade surveillance, false positive reduction, and sanctions screening for non-financial companies. Additional services include compliance audit, training programs (TMU and Hull Executive Certificate), and country-specific AML compliance reports.

Differentiator

Problem solved

Functional benefit

Brands

• KROTON: AI-powered financial crime compliance platform providing transaction monitoring, sanctions screening, KYC, adverse media screening, and fraud detection modules including Scenario Manager, KYC Miner, Sanctions Miner, Case Manager, SWIFT Miner, Link Miner, RUMI, and Suspect Miner.

Products and services

• KROTON End-to-end AI-powered financial crime compliance platform integrating KYC, transaction monitoring, sanctions screening, adverse media, link analysis, SWIFT/EFT parsing, and case management for banks, fintechs, and other regulated industries.
• Agentic AI for Compliance Evidence-first, human-approved, audit-trailed AI agents that automate transaction monitoring, sanctions screening, KYC/EDD, adverse media, link analysis, evidence packs, and synthetic Agent-vs-Agent AML control testing.
• Scenario Manager (Transaction Monitoring) AI-driven transaction monitoring module with risk-based detection rules and customizable AML scenarios that continuously evaluate transactions in real time and on a scheduled basis to flag suspicious activity.
• Sanctions Miner Sanctions screening software that screens customers, transactions, vendors, and counterparties against OFAC, UN, EU, UK-HMT, and local watchlists with daily updates, AI-based sanction evasion detection, and precision name matching.
• KYC Miner Customer due diligence and KYC module for digital onboarding, identity verification, beneficial ownership, dynamic customer risk scoring, and 360-degree client dashboards.
• RUMI (Adverse Media Search) Adverse media intelligence tool that continuously monitors global and local news, regulatory notices, public records, open-source content, and data-leak repositories to surface risk signals on customers, counterparties, and crypto wallets.
• Link Miner Graph/network analysis module that maps relationships among wallets, accounts, and transactions to detect structuring, mule networks, layering schemes, and other complex money laundering patterns.
• Suspect Miner (Stock Trade Surveillance) AI-driven trade surveillance module that detects market manipulation schemes such as spoofing, layering, wash trading, insider trading, pump-and-dump, and churning for broker-dealers and securities firms.
• SWIFT Miner Module that parses SWIFT payment messages (MT103 and related formats) to detect reportable international EFTs, aggregate transactions for LCTR/EFT reporting, and validate Travel Rule compliance.
• Case Manager Investigation workspace and case management system for compliance analysts to triage alerts, document findings, prepare SAR/STR filings, and maintain full audit trails.
• False Positive Reduction Active Learning AI layer that sits on top of existing transaction monitoring scenarios, ingesting historical alerts and analyst decisions to re-rank or suppress low-value alerts, with explainability via SHAP, tree ensembles, and monotonicity constraints.
• Cryptocurrency Compliance AI-driven crypto AML compliance solution for centralized and decentralized exchanges, covering KYC/KYT, real-time crypto transaction monitoring, sanctions address screening, Travel Rule compliance, and blockchain analytics.
• Sanctions Non-Financials Third-party sanctions screening and adverse media check for suppliers, vendors, manufacturers, and other non-financial corporates, covering OFAC, EU, UN, UK-HMT, and local lists, plus export controls and dual-use checks with explainable match scores.
• Fraud Detection AI-powered fraud detection module that identifies fraudulent activities across customer transactions and account behaviors using machine learning and anomaly detection.
• Compliance Audit Service Independent AML/CFT compliance audit service for banks and fintechs, including transaction monitoring, sanctions/OFAC, KYC/CDD, AML model validation, SAR/STR reporting, and governance reviews, delivered as board-ready engagements.
• TMU AI-Powered AML Training AI-enhanced AML and CFT training program for compliance leaders, delivered online in partnership with Toronto Metropolitan University (TMU) with registration-based fee participation.
• Hull Executive Certificate AI-enhanced AML and CFT executive certificate program offered online in partnership with the University of Hull, with registration-based fee participation.
• AML Country Compliance Reports Country-specific AML/CFT compliance reports mapping regulatory requirements (FINTRAC, FinCEN, MASAK, FMU, FID-SANS, FNTT, RahaPTS, FIU Latvia, FMS Azerbaijan, FIAU Malta) to KROTON platform modules and goAML filing support.

Quantifiable outcome

• Up to 89% false positive reduction in AML transaction monitoring within 6–12 weeks; precision lifting from ~9% to 55–70%
• +5 more outcomes

Named customers10 records

Segments6 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration6 records

AI capability8 records

Feature11 records

Partnerships

Six partnerships are on record, tiered core and minor.

• deRisk PartnerscoreImplementation/ SI/ Consulting PartnerdeRisk Partners is a consulting partner that co-authors content with H3M, including compliance articles on the H3M blog and country-specific AML compliance reports (e.g., USA FinCEN compliance report developed in collaboration with deRisk Partners). Ravi de Silva, Managing Partner, co-signed AI-driven compliance articles for credit unions.
• Alsas Ltd.minorImplementation/ SI/ Consulting PartnerAlsas Ltd. collaborated with H3M on the Bulgaria AML compliance report (FID-SANS / BNB / FSC Requirements), developing country-specific compliance mapping for the Bulgarian market.
• SENAPAminorChannel Partner/ Reseller/ DistributorSENAPA appears as a partner logo on the Global Locations page, appearing twice. Nature of partnership not explicitly detailed in available source content.
• AkbankcoreStrategic or Co-development PartnerAkbank collaborated with H3M on groundbreaking AML research published in IEEE (A Novel Approach to Suspicious Activity Detection in AML), using time-frequency analysis on real banking data to enhance AML detection and reduce false positives. Akbank is also a named customer case study with 89% FP reduction and 89% workload reduction.
• Boğaziçi UniversitycoreStrategic or Co-development PartnerBoğaziçi University collaborated with H3M on multiple research initiatives: a master's thesis on 'Detecting Money Laundering in Cryptocurrency Networks' (MS Thesis supported by H3M) and a master's thesis on 'Network-Based Methods for Anti-Money Laundering'. Both published in the university digital archive.
• University of OttawacoreStrategic or Co-development PartnerUniversity of Ottawa collaborated with H3M on active and semi-supervised learning research for AML and cybersecurity detection, leveraging Random Forest and XGBoost algorithms. Research published via PubPub (Afshar et al.). Dr. Tolga Kurt earned his Ph.D. in Electrical Engineering from the University of Ottawa.

Scale indicators9 records

Recent moves6 records

Expansion highlights7 records

Emerging players

• ThetaRay: AI-based AML and cross-border payments risk analytics vendor targeting correspondent banking and payments — closely comparable to KROTON's Scenario Manager and Link Miner for cross-channel money laundering detection.

Direct peers

• Silent Eight: AI-based name and transaction screening for AML/sanctions — directly comparable to KROTON's Sanctions Miner and adverse media capabilities, especially on false-positive reduction for global banks.
• Napier AI: AI-first AML and financial crime compliance platform serving banks and payments providers, with a directly overlapping transaction monitoring, sanctions screening, and regulatory reporting proposition.
• Feedzai: AI-native financial crime platform for AML and real-time payments fraud; comparable to KROTON in its focus on high-volume transaction monitoring for banks, payments, and fintechs, and on explainable risk scoring.
• NICE Actimize: Enterprise-scale AML, sanctions, KYC and trader surveillance platform sold to global banks and broker-dealers — direct competitor to KROTON across transaction monitoring, name/sanctions screening, and case management, with much larger installed base and headcount.
• FICO (TONBELLER): FICO's TONBELLER AML/CFT and fraud offering competes head-to-head with KROTON for mid- and large-bank TM/sanctions/KYC workloads, with comparable AI-driven analytics and broader data science resources.
• Featurespace: AI-native behavioral analytics platform for AML and fraud (ARIC engine) competing with KROTON's Active Learning layer for false-positive reduction and real-time transaction risk scoring in banks and payments.
• ComplyAdvantage: AI-driven KYC/AML and sanctions data platform targeting fintechs, banks and crypto businesses; directly comparable to KROTON's KYC Miner, Sanctions Miner, and adverse media modules with a more data-led SaaS go-to-market.

Broad incumbents

• Oracle Financial Services Anti Money Laundering: Long-standing AML/CFT suite from Oracle's Financial Services division; competes with KROTON in large Tier-1 banks but as part of a much broader banking software portfolio rather than an AI-native specialist.
• SAS Anti-Money Laundering: SAS enterprise AML platform uses analytics and scenario-based monitoring to compete with KROTON, typically deployed at larger banks with broader SAS estate relationships.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about H3M.IO