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Analysis of Complex Enterprise Systems
Doing business in a complex enterprise system presents a multitude of analytic challenges and can expose companies to a variety of data flows, processes, and storage practices that can complicate matters for the company and any outside consultants working with them. Our professionals have assisted several clients with analyzing their enterprise systems. Our professionals assist clients in identifying strengths and weaknesses within their systems. We have significant expertise with high-profile and high-stakes companies.
Blockchain Analysis
Virtual assets and other blockchain-related technologies have exploded over the past few years. The “crypto” asset class has expanded. Regulatory, legal, and risk-management constructs have not kept pace and remain in flux. Businesses, regulators, and investors are facing the growing pains of this new asset class and its related technologies in an uncertain, volatile environment.
Gemean’s blockchain consulting and blockchain advisory services cover the full range of virtual asset compliance, investigation, and blockchain consultation needs. As blockchain consulting companies with deep AML and financial crime expertise, our team provides blockchain strategy consulting for VASPs, regulators, financial institutions, and businesses navigating the evolving cryptocurrency regulatory landscape. Gemean is among the leading blockchain consulting firms offering both technical blockchain business consulting and forensic blockchain analysis.
Our professionals have the technical skills, industry-leading analysis, and compliance experience to advise clients who need to make critical decisions in the following areas:
- Travel Rule Compliance
- Anti-Money Laundering
- Financial Investigations
- Compliance Monitoring
Data Analytics & Data Optimization
Gemean’s analytics and data optimization team possesses the expertise in addressing clients’ issues utilizing a streamlined approach grounded in big data, and sophisticated analytical thought. Our unique technical skills, subject-matter expertise, cross-functional experience, and proven analytical track record enable us to deliver complete, creative, and perceptive solutions that are essential to our clients in navigating complex challenges. Our approach focuses on identifying and efficiently acquiring relevant and disparate structured and unstructured data across the organizational landscape. We utilize our technical skills and tools to aggregate, mine, and analyze data to deliver consumable information used by our clients to make critical decisions. Some of our expertise
- Data advisory and analytics
- Advanced analytics
- Business intelligence and automated reporting
- IT assessment, controls and due diligence
- Process improvement
Data Mining
Our experts use the latest data science techniques to understand structured and unstructured data. We use the latest in artificial intelligence and machine learning to understand the data.
Data Mining
Gemean’s data mining professionals have designed and managed all types of database systems, which means we truly understand the architecture and characteristics of data storage and retrieval.
This understanding enables us to quickly map and locate data—significantly reducing the time and cost of data mining. Our data analytics and conceptualization methodology improve results and reduce costs by identifying relevant documents in the larger data population and classifying them according to pre-determined groups. We also use data analytics to identify privileged and potentially privileged documents and communications.
Working closely with attorneys and auditors, we uncover evidence by employing advanced statistical and data mining techniques such as database analysis tools, computer software programs, ontology and business intelligence tools and techniques to unlock hidden data as well as detect patterns and anomalies in that data.
Data Modeling
Our experts use the latest data science techniques to visualize and represent data and the way it interrelates.
Gemean’s data modeling professionals have modeled all types of structured and unstructured data as well as complex database systems, which means we truly understand the architecture and characteristics of data.
This understanding enables us to quickly map and locate data—significantly reducing the time and cost of data modeling.
Machine Learning and Artificial Intelligence
Gemean’s AI investigations capability applies machine learning and generative AI to fraud detection, contract analysis, social media investigation, and AI-driven investigation workflows across litigation and compliance matters. Our data scientists build and validate AI-driven investigation tools that surface patterns and anomalies at a scale and speed that manual review cannot match, with human expert validation at every consequential decision point.
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FAQs
What data analytics services does Gemean provide?
Gemean’s data analytics practice covers six core areas: analysis of complex enterprise systems, blockchain analysis, data analytics and optimization, data mining, data modeling, and machine learning and artificial intelligence. Each engagement is built around the specific analytical challenge the client is facing, whether that involves surfacing evidence in a litigation matter, identifying fraud patterns across large datasets through forensic accounting investigations, or advising on cryptocurrency compliance and risk through blockchain consulting and advisory services.
How does Gemean approach the analysis of complex enterprise systems?
Enterprise systems present layered analytical challenges involving multiple data flows, storage architectures, and process dependencies. Gemean’s professionals map the full data environment, identify strengths and weaknesses within existing systems, and surface the information that matters most to the client’s legal, investigative, or compliance objective. The firm’s digital forensics and investigations and data analytics teams work together to ensure the analytical output is structured for use in legal proceedings, regulatory submissions, and forensic accounting and investigation matters from the outset.
What blockchain analysis services does Gemean offer?
Gemean provides a full range of blockchain consulting and analysis services, including Travel Rule compliance, anti-money laundering investigations, financial forensic investigation involving virtual assets, and compliance monitoring. The firm’s blockchain advisory services draw on collective experience in computer science, forensic investigations, and litigation support to advise Virtual Asset Service Providers, regulators, businesses, and investors navigating the evolving regulatory landscape surrounding cryptocurrency and blockchain consultation needs. As a leading blockchain consultancy, Gemean covers blockchain strategy consulting, blockchain business consulting, and forensic blockchain analysis within a single integrated practice.
What is forensic data mining and how does Gemean apply it?
Forensic data mining is the systematic extraction and analysis of patterns, anomalies, and evidence from large and complex datasets in an investigative or litigation context. Gemean’s data mining professionals design and manage all types of database systems, which gives the team a precise understanding of data architecture and storage that significantly reduces the time and cost of locating relevant information. Working alongside attorneys and auditors, the team employs advanced statistical techniques, database analysis tools, and business intelligence methods to unlock hidden data, detect patterns, and identify privileged documents, capabilities that sit at the core of Gemean’s forensic accounting and investigation and eDiscovery forensics experts offering.
What is data modeling and when does an organization need it?
Data modeling is the process of visualizing and representing data and the relationships between it. Organizations need data modeling when they are trying to understand how information flows through complex systems, when they need to map data sources for litigation or investigation purposes, or when the architecture of their data environment is itself a factor in a legal or compliance matter. Gemean’s data modeling professionals work across both structured and unstructured data environments, applying their understanding of data architecture to reduce the time and cost of locating and interpreting what is there — a capability that directly supports enterprise ediscovery services and forensic accounting audit and investigation engagements.
How does Gemean use machine learning and artificial intelligence in client engagements?
Gemean employs a team of data scientists who apply machine learning and AI investigations capabilities to legal and investigative processes where those techniques produce measurable improvements in speed, accuracy, and cost. Applications include contract standardization, database investigation to identify fraud, asset tracing and identification, and social media investigation. Gemean’s AI driven investigation capabilities are integrated directly into hosted solutions where needed, with human expert validation at every consequential decision point. The firm’s proprietary PythAI platform extends these capabilities specifically into AI Doc Review and litigation document workflows.
How does Gemean's data analytics capability support litigation and investigations specifically?
Data analytics is most valuable in litigation and investigation contexts when it compresses the time between raw data and actionable insight. Gemean’s analytics and optimization team identifies and acquires relevant structured and unstructured data across the organizational landscape, aggregates and mines it using advanced technical tools, and delivers consumable information that supports legal strategy and decision-making. The team’s cross-functional experience across data science, forensic accounting investigations, and ediscovery services means the analytical output is always framed in the context of what legal counsel and investigators actually need, not just what the data contains.
Can Gemean's data analytics team work alongside external legal counsel and auditors?
Yes, and that collaboration is central to how the team operates. Gemean’s data analytics professionals work closely with attorneys, auditors, and compliance teams throughout every engagement. The team understands the legal and evidentiary standards that govern how analytical findings are used, which means the work is structured from the outset to support legal proceedings, regulatory submissions, and internal investigations in a format that is both defensible and accessible to non-technical audiences. This collaborative model is consistent across Gemean’s forensic accounting consultants, digital forensics consultants, and blockchain consulting teams.