What We Do
Practical Analytics Solutions for Difficult Business Problems
JMC Analytics helps organizations make better use of their data, improve existing analytical processes, and identify opportunities that conventional reporting systems may overlook.
We combine extensive business experience with hands-on technical expertise to develop solutions that address real business needs.
Our services include:
Business & Analytics Advisory
We help organizations understand their analytics challenges, evaluate existing capabilities, and identify opportunities for improvement.
Whether the objective is improving operational efficiency, identifying new revenue opportunities, or strengthening decision-making, we begin with the business question rather than the technology.
Data Integration & Matching
Important business information often resides in systems that were never designed to work together.
We specialize in connecting disparate datasets, improving record-matching methodologies, and uncovering relationships that existing processes may miss.
These capabilities can be particularly valuable in healthcare, where clinical, operational, financial, and commercial information frequently exists in separate environments.
Healthcare Analytics
We bring extensive experience in healthcare and medical device analytics, including clinical and commercial data integration, patient journey analysis, and the identification of geographic, account-level, and operational opportunities.
Potential applications include improving the completeness of healthcare data, evaluating reimbursement-related information, identifying gaps in existing processes, and supporting better financial and operational decisions.
Business Intelligence & Visualization
Data becomes valuable when people can understand and act on it.
We design analytical solutions, dashboards, and reporting capabilities that translate complex information into meaningful insights for executives, managers, analysts, and operational teams.
Our emphasis is on clarity, usability, and measurable business value.
AI-Assisted Analytics & Process Improvement
Artificial intelligence can help organizations approach difficult analytical problems in new ways.
We apply AI-assisted techniques where appropriate to accelerate data exploration, support complex matching and analysis, improve development productivity, and evaluate alternative solutions.
AI is a tool—not the objective. Every solution must be evaluated for accuracy, reliability, and business usefulness.
Solution Architecture & Implementation
We help organizations move from an analytical concept to a practical, maintainable solution.
Our experience spans enterprise data platforms, relational databases, cloud analytics, data pipelines, business intelligence tools, and custom analytical applications.
Technologies include Snowflake, SQL Server, Oracle, Salesforce, Tableau, Power BI, Streamlit, dbt, and enterprise data integration platforms.
We recommend technologies based on the problem being solved—not a preference for any particular vendor or platform.
How We Engage
JMC Analytics offers flexible, project-based consulting arrangements tailored to an organization’s needs.
An engagement might involve assessing an existing process, developing a proof of concept, improving data integration, designing an analytical solution, or providing experienced guidance to an internal team.
We are particularly interested in situations where a focused engagement can produce a meaningful improvement without requiring a large consulting team or an extended commitment.
Have a Difficult Analytics Problem?
If your organization has information it cannot fully connect, understand, or use, we’d welcome a conversation.
Let’s start with the business problem.
Contact: craig@jmcllc.com