StarCompliance Adds Natural-Language Agent to Compliance Analytics

Maryland based StarCompliance has added an artificial intelligence (AI) agent to its Analytics product, allowing compliance teams to question connected employee and firm data in natural language. The agent returns responses as text, charts or tables. It is intended to reduce the manual work involved in producing compliance analysis and management information.

Users can create and refine dashboards from plain-language descriptions. They can also investigate risks across compliance areas through a new cross-product data model. StarCompliance said this enables compliance staff to explore information without depending on data scientists, information-technology teams or separate business-intelligence tools.

The agent can analyse trends, correlations and outliers within the available data. Users can add explanatory context to its charts and dashboards, then export or schedule reports in PDF, Excel and comma-separated value formats. These functions could support recurring management reporting and investigations that combine data from several compliance processes.

StarCompliance attributes the potential efficiency gains to the agent’s ability to generate queries, analysis and visualisations from natural-language instructions. The announcement does not quantify the manual effort involved or provide customer results showing how much time the functionality saves.

“The new AI functionality in Analytics reflects our commitment to delivering frictionless compliance intelligence that makes data more accessible, meaningful, and actionable,” said Kelvin Dickenson, Chief Product Officer at StarCompliance. “By simplifying how firms explore, visualize, and analyse complex information, we’re helping compliance teams uncover deeper insights, identify emerging risks, and make more informed decisions with greater speed and efficiency.”

The release follows StarCompliance’s May launch of StarAssist. That capability converts rule evaluations and audit trails into natural-language explanations within employee-compliance workflows. Its initial coverage includes personal account dealing, pre-clearance and trade monitoring. StarCompliance plans to extend StarAssist across other parts of its platform.

Covalent Backs AML Analytics Expansion of Financial-Crime Control Testing

Covalent Equity Partners has made an undisclosed growth investment in AML Analytics to fund new testing engines and international expansion. AML Analytics provides independent testing, validation and risk analytics for anti-money laundering (AML), counter-terrorist financing and sanctions controls. The transaction’s value and Covalent’s ownership interest were not disclosed.

Founded in 2010, AML Analytics uses reference datasets and benchmarks to evaluate financial-crime systems and control architectures. Its platform supports the measurement, calibration and verification of AML systems. The company says more than 50 supervisory authorities and 1,450 financial institutions use its technology across almost 60 countries.

Covalent’s capital and operational support will fund AML Analytics’ engineering roadmap, next-generation testing engines and wider geographic coverage. The announcement provides no timetable or technical specification for the new engines. Founder and Group Chief Executive Officer Justin Holder will continue to lead the company with its existing management team.

The companies link the investment to the adoption of generative and agentic technologies in financial services. They argue these developments are creating additional routes for financial crime. AML Analytics’ datasets and independent benchmarks are intended to help institutions and supervisors assess whether their controls continue to detect relevant risks.

“From day one, our mission has been to give the defenders of the financial system the empirical tools to stay ahead of increasingly sophisticated threats. Covalent shares our conviction and brings deep sector and operational expertise, which will help us scale that mission to more institutions and regulators worldwide,” said Holder.

AML Analytics currently tests sanctions-screening and transaction-monitoring systems. Its products include tools for ongoing validation, system benchmarking and tests using synthetic transaction data. The company also provides testing services for supervisory authorities conducting reviews across regulated firms.

Hummingbird Acquires Quantimon to Connect AML Detection with Alert Outcomes

San Francisco based Hummingbird has acquired anti-money laundering (AML) risk-detection company Quantimon to connect transaction-monitoring models with the outcomes of alert investigations. The acquisition adds Quantimon’s machine-learning technology and federated learning network to Hummingbird’s financial-crime compliance platform. Financial terms were not disclosed.

The planned workflow feeds completed alert decisions back into detection. Hummingbird records whether an analyst or artificial intelligence (AI) agent closes, escalates or files on an alert. Quantimon’s models are designed to learn from those decisions and risk-rank subsequent alerts. The companies said the models could also identify activity resembling confirmed cases when no existing rule fires.

Quantimon has also built a federated learning network. It is designed to identify patterns across institutions without sharing their customer data. Hummingbird said customers could eventually combine these signals with third-party intelligence and their own alert history. That cross-institution capability forms part of the integration roadmap. The announcement did not describe it as immediately available.

Hummingbird plans to retain rule-based monitoring alongside machine learning. Its roadmap includes tools to build, test and manage rules across larger and more complex programmes. The company presented strong rule coverage as the foundation for machine learning. The models would prioritise alerts and extend detection without replacing deterministic controls.

Brickwood Asset Management Selects FinScan for Sanctions and Adverse Media Screening

Brickwood Asset Management has selected FinScan for ongoing sanctions and adverse media screening of issuers held within its funds and their directors. The UK-based independent value equities boutique was founded by a team from UK and international asset managers.

FinScan, an Innovative Systems solution, provides name screening for corporate entities and individuals through a single platform. It supports real-time and ongoing checks against global sanctions lists, politically exposed person data and adverse media.

FinScan says its customisable matching technology improves accuracy and explainability while suppressing duplicate and low-value alerts. The platform produces a documented record of each review.

Claudia Ripley, CEO at Brickwood Asset Management, said: “Screening the issuers we hold against global sanctions is a core regulatory requirement, and ensuring that process is supported by a high-quality screening solution was an important consideration for us. Adverse media screening is a step we chose to take beyond that requirement. FinScan gives us ongoing coverage across both, with a clear audit trail behind every review.”

“We’re delighted to welcome Brickwood Asset Management as a FinScan customer,” said Ben Sher, Chief Revenue Officer of Innovative Systems, Inc. “Asset managers face real scrutiny from allocators and regulators, and Brickwood Asset Management has responded by building best-in-class controls. Adding adverse media screening alongside sanctions, across both their holdings and the directors of those companies, is a considered choice, and one we expect to see more of across the asset management market.”

Smarsh Expands Solutions for AI, Cyber, and Third-Party Risk

Smarsh has announced expanded communications supervision, web archiving, cyber compliance and vendor risk management capabilities for small and mid-sized financial services firms. The changes include planned capture of Claude Cowork interactions within Professional Archive, alongside tools for reviewing communications, monitoring device security and documenting third-party oversight.

Smarsh already captures Claude Enterprise communications through the Claude Compliance API. Planned Cowork support will extend coverage to additional Claude-enabled workflows, bringing those interactions into Professional Archive alongside other regulated communications. Firms will be able to apply retention, supervision, investigation and legal-hold processes to the captured records. The announcement does not specify a release date for Cowork support.

Within Professional Archive, Smarsh Intelligent Supervision combines three artificial intelligence tools. Noise Reduction Agent reduces predictable, low-value alerts; Misconduct Detection Agent identifies behavioural and contextual risk signals beyond keywords and lexicons, including across multilingual communications; and AI Assistant helps reviewers summarise, translate and investigate messages. Smarsh says human reviewers retain responsibility for final supervision decisions.

Further planned enhancements include natural-language search, expanded AI policy coverage and additional queue and search controls. The search capability will translate users’ requests into search criteria they can review and confirm. Smarsh describes these changes as intended to make supervision and investigations more targeted.

Web Archive is expanding support for dynamic and browser-generated content, with a new user interface. The changes aim to help firms preserve searchable records of changing web content. Cyber Compliance assesses high-level security attributes of personal and other unmanaged devices that access sensitive business applications. Smarsh says it evaluates those attributes rather than private content, limiting collection of personal information.

Vendor Risk Management centralises vendor inventories, assessments, risk scores, remediation and reassessment histories. Its Vendor Breach Monitoring capability helps firms identify relevant breaches between scheduled reviews and begin a documented response, supplementing periodic due diligence.

“Small and mid-sized financial services firms need a practical way to understand what is changing across their communications, devices, and third parties without adding unnecessary complexity,” said Kamesh Tumsi, Chief Product Officer at Smarsh.

The announcement combines existing functionality, expanding coverage and planned enhancements. Alongside Cowork capture, natural-language search, expanded AI policy coverage and enhanced queue and search controls remain described as planned capabilities.

Plenitude Joins Skills Compact to Address AI Oversight in Economic Crime

Plenitude has joined the Financial Services Skills Compact as a Supporter, linking workforce development to the skills needed to oversee artificial intelligence (AI) in economic crime controls. The specialist economic crime firm argues that staff must retain the judgement to challenge automated decisions and remain accountable for control effectiveness as technology takes on more work.

The Compact, led by the Financial Services Skills Commission (FSSC), brings government and industry together to address skills gaps across financial services. Supported by HM Treasury, Skills England, TheCityUK and the City of London Corporation, the initiative launched in July 2026. It asks regulated signatories to appoint a senior executive accountable for closing skills gaps and publish progress annually.

For economic crime teams, Plenitude identifies a need to interpret and challenge outputs from AI, machine learning, graph analytics, behavioural analytics and automation. As these technologies take on more detection, triage and analysis, staff must recognise when systems are not working as intended. The firm views skills development and AI adoption as a control issue as well as a workforce issue.

Alan Paterson, Founder and Chief Innovation Officer at Plenitude, questioned whether access to AI provides a useful measure of workforce capability: “Most firms can tell you how many of their people have access to AI. Very few can tell you whether those people are getting better at the work they remain accountable for.”

Paterson also raised the challenge of developing expertise when AI performs work through which staff have traditionally learnt. He identified critical thinking, judgement, problem solving and creativity as skills built through practice, and said Plenitude was examining how to develop its next generation of talent as that work changes.

Louise Brett, Plenitude’s CEO, connected skills development to accountability for technology: “Technology will only be as effective as the people who deploy it, challenge it and remain accountable for it.”

The FSSC’s first phase of research for HM Treasury, A Workforce Transformed, examined potential task automation across financial services and pressure on the future supply of highly skilled workers. A second phase considers how the sector should respond, with recommendations due in early 2027.

Kyckr Appoints Jack Rawden to Lead Expansion in Risk Intelligence and Perpetual KYB

Kyckr has appointed Jack Rawden as Head of Product to lead expansion across risk signals, registry intelligence and perpetual know your business (KYB). His remit includes developing products to address data quality, verification friction and fragmented access to company registers, which the provider identifies as challenges for regulated firms onboarding business customers.

Rawden brings more than 15 years’ experience building product teams in regulated environments. He was previously Chief Product Officer at Detected, where he led development of its KYB platform, and Head of Product at Fraudfinder. At Kyckr, he will oversee a programme intended to expand the company’s product offering across the three areas.

The appointment follows Kyckr’s State of Onboarding 2026 research, which the company says identified data quality, verification friction and fragmented registry access as regulated firms’ biggest onboarding challenges. Kyckr links its expansion plans to demand for live, verified sources of business information and pressure on firms to move beyond static, third-party data.

Kyckr connects regulated firms to live company and beneficial ownership data from more than 300 official company and beneficial ownership registers worldwide. The planned product expansion builds on that registry coverage. The announcement identifies risk signals, registry intelligence and perpetual KYB as priorities but does not provide individual product specifications or a release timetable.

Steve Lamb, CEO of Kyckr, said: “For our customers, this means greater expertise and experience being brought to our product development, and an expansion of the risk intelligence and KYB solutions that directly address the pain points of friction and fragmented data access.”

Rawden’s appointment continues changes to Kyckr’s senior team following Lamb’s appointment as CEO in August 2025 and Ian Jones’s appointment as Chief Technology Officer in early 2026. The company says it has significantly increased investment in Product and Engineering over the past twelve months, with further hires planned.

Rawden said: “With the mounting pressure on businesses to overhaul onboarding processes, there’s real scope to add value and simplicity for our customers, and I can’t wait to get started.”

FIX Trading Community Publishes Standardised Margin Reporting Framework

The FIX Trading Community has published new guidance establishing a standardised messaging framework for margin requirement reporting between asset managers and clearing brokers or swap providers.

Developed by FIX’s Post-Trade Committee, the specification aims to simplify how buy-side firms request and receive margin information from counterparties, reducing reliance on manual processes and bespoke reporting arrangements.

The framework supports machine-readable margin reports covering individual accounts, portfolios, instruments and overall margin excesses or deficits. It accommodates both one-off requests and ongoing reporting, enabling firms to exchange margin information through a consistent format.

The guidance is intended to improve collateral management, exposure monitoring, reconciliation and funding decisions, while reducing operational complexity and the potential for disputes.

By extending standardised FIX messaging into margin reporting, the initiative provides a foundation for greater automation of post-trade collateral and funding workflows across buy-side and sell-side institutions.

Bank of England Expects Firm Action After Sector-Wide Cloud Outage Exercise

The Bank of England expects firms to strengthen their resilience and crisis response following a sector-wide simulation of a global cloud services disruption. The exercise involved 38 of the largest and most systemically important banks and market infrastructure operators, working alongside financial authorities.

The Cross-Market Operational Resilience Group (CMORG) completed the exercise, SIMEX26, on 8 October. The group runs the simulation every two years and is chaired by the Bank and UK Finance, with participation from HM Treasury, the Financial Conduct Authority and the wider financial sector.

Hosted by the London Stock Exchange Group (LSEG) and opened by Economic Secretary to the Treasury Lucy Rigby, the exercise focused on how firms and authorities would respond to global disruption affecting cloud-based services. The scenario was developed with industry experts and did not reflect any specific threat information.

SIMEX26 included a live meeting of the Bank-chaired Cross Market Business Continuity Group, which provides strategic direction for the sector’s collective response to systemic incidents. The Bank said it now expects firms to act on the exercise to strengthen their ability to respond to severe operational and cyber scenarios.

The simulation exercised the Sector Response Framework, through which CMORG oversees the sector-wide response to systemic incidents. The framework supports a coordinated response to severe disruption across UK financial services.

Katharine Braddick, Deputy Governor of Prudential Regulation at the Bank and chief executive of the Prudential Regulation Authority, said: “The level of collaboration reflects the priority firms place on maintaining critical services in the face of disruption. That preparedness is essential to safeguarding financial stability.”

The SIMEX programme rehearses responses to challenging disruption scenarios. Previous exercises in 2022 and 2024 considered cyber-attacks against a major bank and disruption to critical infrastructure outside the financial sector.

CMORG’s wider programme identifies systemic risks, develops sector-wide mitigation strategies and shares capabilities and knowledge across financial services, supported by specialist industry groups.

Recent work by the Bank, financial authorities and industry through CMORG has included strengthening third-party engagement and resilience, enabling secure innovation in response to artificial intelligence and other emerging technologies, and enhancing cyber preparedness, response and recovery for the most severe disruption scenarios.

Behavox Acquires Apiax to Add Cross-Border and Content Compliance

Behavox has acquired Zurich-based Apiax, adding software that converts financial regulation into machine-readable rules for use within firms’ own systems. The deal extends Behavox’s controls platform into cross-border and content compliance, connecting regulatory interpretation with its regulatory change management, surveillance and archiving products.

Apiax’s embedded compliance software applies regulatory rules at the point of business. Its capabilities complement Pathfinder, Behavox’s regulatory change management product, which identifies changes in regulation. Behavox serves banks, asset managers, hedge funds and commodity firms.

According to Behavox, the combined platform links the identification of regulatory changes, their conversion into operational rules, and the monitoring and recording of resulting decisions. The company says this provides a shared evidence trail across processes that firms have typically managed through separate regulatory intelligence, interpretation and surveillance providers.

“This acquisition extends our platform from regulatory intelligence through to monitoring and evidence. Apiax adds the interpretation layer that turns regulation into action at the point of business,” said Kiryl Trembovolski, Co-Founder and Chief Operating Officer of Behavox.

Behavox says the combination reduces manual effort and the cost of maintaining multiple compliance systems.

“Apiax was built to embed compliance where the work happens. Joining Behavox gives our technology the platform, engineering resources, and distribution to reach far more institutions,” said Philip Schoch, Co-Founder and CEO of Apiax.

The acquisition adds engineering and regulatory expertise in Switzerland, Germany, Portugal and the UK. It follows Behavox’s opening of a Milan office in August 2026. The company reported 213% growth in European annual recurring revenue over the preceding two years and received a $175 million preferred equity investment in June 2026 from HPS Investment Partners, part of BlackRock.

Behavox said Apiax customers will continue to receive their existing product and support, backed by its research and development investment and global customer success organisation. The transaction has closed; financial terms were not disclosed.