Industry Classification Review Team
Meet the Industry Classification Review Team
The specialists behind SICCODE.com's human-reviewed NAICS and SIC classification decisions for business registrations, compliance workflows, underwriting, research systems, and governed data operations.
The Industry Classification Review Team oversees classification decisions, review controls, versioning logic, audit trails, and methodology discipline for verified NAICS and SIC assignments. The goal is not just to assign a code, but to support a classification outcome that is consistent, explainable, and defensible when accuracy matters.
What reviewers evaluate before confirming a code
On this page
- What the team oversees
- How expert review fits into the workflow
- How reviewers evaluate classifications
- Why human review matters
- Industry Classification Review Team
- Contact the Review Team
- Data accuracy, AI alignment, and continuous improvement
- How this work supports the Industry Intelligence Center
- When to request expert review
- Frequently asked questions
What the Industry Classification Review Team oversees
The team provides governance and human judgment for high-stakes classification work where a keyword-only or fully automated result may not be sufficient.
Review coverage
- Single-company CodeMatch requests that require a guaranteed NAICS or SIC code
- Customer and prospect lists submitted for bulk NAICS or SIC appending
- Ongoing verification of high-traffic NAICS and SIC code detail pages
- Emerging, ambiguous, or multi-activity business profiles that need judgment-based review
- Industries used in compliance-heavy, tax, banking, lending, or insurance workflows
Governance responsibilities
- Classification consistency and near-neighbor decision control
- Version-aware review logic and change tracking
- Methodology updates and edge-case adjudication
- Audit-log preservation and reviewer accountability
- Coordination with data quality, research, and engineering teams
Team mandate: support classification outcomes that can be relied on for registrations, lending, underwriting, vendor onboarding, segmentation, documentation, and other workflows where industry classification choices have downstream consequences.
How expert review fits into the classification workflow
Step 3 is where the human judgment layer applies. Reviewers can override automated suggestions, preserve why-not reasoning, and log revisions with reviewer verification so the final classification remains explainable over time.
How our experts review classifications
The Industry Classification Review Team follows a structured review process that combines official definitions, business activity analysis, and cross-system alignment.
- Review official NAICS and SIC definitions and related guidance
- Analyze the company's primary revenue-generating or production activity
- Evaluate products, services, markets served, and operating model
- Compare near-neighbor and commonly confused classifications
- Check crosswalk alignment across SIC, NAICS, and related systems when relevant
- Document rationale, edge cases, and revision notes for future review stability
Worked example: When a single business spans multiple activities, for example, a company that both manufactures equipment and provides repair services, reviewers identify which activity generates the largest share of revenue, document why the chosen code is the better fit, and preserve the rejected near-neighbor code with rationale in the audit trail. This is the same pattern shown in the public company classification profiles, where alternative codes are evaluated and explicitly not selected.
Related references: Classification Methodology | Verification Methodology
Why human review matters
Automated systems and large language models can still misclassify businesses when public descriptions are brief, marketing-heavy, multi-line, or unusually specialized. Human review becomes more important when a classification choice may affect eligibility, documentation, or downstream decisions.
When expert review becomes important
- The code will be used for tax filings, licenses, or government registrations
- Auditors, regulators, lenders, or underwriters may question how the code was chosen
- Banking, insurance, risk, or compliance rules depend on the assigned industry
- Segmentation, enrichment, or list-building quality depends on consistent classification
What reviewers prioritize
- The activity generating the largest share of revenue or production
- Alignment with current definitions, scope notes, and related guidance
- Consistency with how similar businesses are classified across the system
- Clarity and defensibility of the written rationale
Industry Classification Review Team
The team includes specialists in industry classification, regulatory standards, economic analysis, data governance, and B2B segmentation. Reviewers apply documented criteria and combined decades of experience working with NAICS and SIC-related guidance.
Director of Business Data Strategy | Classification, Market Intelligence & Data Governance
16+ years at SICCODE.com · Greater New York City Area
Leads the SICCODE.com Data Department, providing strategic direction to data specialists and analysts and driving data integrity through structured audits, validation protocols, and ongoing quality improvement. Directs research initiatives focused on verification methods, industry classification accuracy, and new product development. Establishes and improves departmental workflows, policies, and standards for data quality and business list production.
Areas of expertise
- Enterprise classification strategy and verification protocols
- Large-scale data governance and quality auditing
- NAICS and SIC accuracy for compliance, underwriting, and targeting workflows
- Specialized targeting models for highly specific NAICS segments
- Tracking changes in classification standards, data governance practices, and regulatory requirements
Oversees verification and classification operations with focus on data quality control, large-scale appending projects, record normalization, and standards-aligned maintenance across the SICCODE.com database.
Areas of expertise
- Verification controls and data quality audits
- Large-scale NAICS and SIC appending
- Dataset normalization and crosswalk analysis
Focuses on manufacturing, distribution, and industrial services, with emphasis on government-aligned NAICS and SIC mapping for operational and compliance-heavy use cases where classification accuracy carries downstream consequences.
Areas of expertise
- Manufacturing and industrial sector classification
- NAICS and SIC crosswalk interpretation
- Regulatory and compliance-related filings
Mark McNulty Verified
Senior Industry Classification Specialist
5+ years of experience
Reviews classifications where service-sector businesses span multiple NAICS codes, including ambulatory healthcare practices that also bill diagnostic services, professional services firms with mixed consulting and implementation revenue, and SBA size-standard determinations for lending eligibility. Specializes in the boundary cases where the official definition matters most.
Areas of expertise
- Healthcare and professional services classification
- Banking, insurance, and lending-related use cases
- SBA size-standard and underwriting workflows
Craig Patrick Verified
Economic & Industry Research Analyst
12+ years of experience
Analyzes sector-level structure, benchmarks, and macro business activity signals that support accurate interpretation of industry categories, particularly emerging activity patterns where official classifications have not yet caught up to operating realities. Supports research-grade segmentation work and trend analysis tied to NAICS and SIC categories.
Areas of expertise
- Sector-level economic and trend analysis
- Benchmark research aligned to NAICS and SIC categories
- Emerging-industry classification interpretation
Jay Ruiz Verified
Industry Compliance & Tax Classification Advisor
14+ years of experience
Supports classification use cases tied to tax determination, federal and state registration, payroll-related rules, and employment reporting standards where the selected industry code has practical consequences. Reviews boundary cases involving multi-state operations, mixed-employee classifications, and licensing requirements that vary by jurisdiction.
Areas of expertise
- Federal and state tax activity classification
- Business licensing and permit requirements
- Payroll, UI, and employment reporting rules
Enterprise organizations supported by the team's classification work
Team members have led or supported classification, data governance, and verification work for enterprise organizations across technology, financial services, consulting, manufacturing, chemicals, healthcare, real estate, insurance, and professional services. This includes work for Fortune 500 and global advisory organizations where classification accuracy, data quality, and documentation standards matter.
Project-level engagement details remain confidential. SICCODE.com does not publicly list client names on this page unless a relationship is approved for public reference.
Need a documented NAICS or SIC decision for your own business, customer file, or compliance workflow? This is the review layer behind that work.
Compare CodeMatch Options →Contact the Review Team
The Industry Classification Review Team responds to substantive methodology, classification, and credential questions. For non-commercial inquiries, including vendor due-diligence and procurement questions, contact us directly. For classification help on your own business or customer file, see CodeMatch options instead.
What we answer through this channel
- Methodology and review-process questions
- Reviewer credentials and team verification
- Governance approach and audit-trail standards
- Vendor due-diligence and procurement inquiries
- Classification standards and crosswalk questions
What goes to CodeMatch instead
- Classification help for your own business
- NAICS or SIC code identification for filings
- Bulk appending for customer or prospect files
- Verified single-business code determinations
Data accuracy, AI alignment, and continuous improvement
The Industry Classification Review Team works with data quality and engineering functions to keep classifications aligned with both standards-based review and modern AI-assisted workflows.
- Quarterly audits of high-volume codes and sensitive industries
- Review of edge cases surfaced by AI and model-based classification systems
- Ongoing monitoring of regulatory and standards updates
- Feedback loops from CodeMatch customers and enterprise data users
For more detail, see: Data Accuracy & AI Alignment at SICCODE.com
How our work supports the Industry Intelligence Center
Verified classifications from the Industry Classification Review Team help support broader industry analysis, related-code interpretation, and sector-level intelligence. This helps ensure that downstream industry insights are built on more consistent NAICS and SIC foundations.
Related resource: Visit the Industry Intelligence Center
When you should request expert review
Consider a human-reviewed classification when:
- You are unsure which code best fits a complex or multi-activity business
- The classification will be used on tax forms, registrations, licenses, or government workflows
- Banking, insurance, audit, or compliance teams need written rationale
- You need consistent NAICS or SIC assignments across a large customer or prospect list
Request a human-reviewed classification
SICCODE.com offers CodeMatch options for businesses that need documented classification support, from basic review to deeper verified analysis. This page explains who performs that work and how the review layer operates.
Frequently asked questions
- Who is part of the Industry Classification Review Team? The team is led by Brian Kelly, Director of Business Data Strategy, and includes specialists in industry classification, regulatory standards, economic analysis, data quality, and B2B segmentation. Reviewers apply documented criteria and combined decades of experience working with NAICS and SIC-related guidance.
- How is SICCODE.com's review different from official Census Bureau classification? The U.S. Census Bureau maintains the official NAICS standard. SICCODE.com applies that standard at the establishment level, with documented rationale and audit trails, for businesses that need a defensible classification decision for registration, lending, underwriting, segmentation, or research workflows. For statutory or regulatory determinations, the official Census Bureau reference remains authoritative.
- Can SICCODE.com classifications be used as supporting documentation? Many organizations use SICCODE.com as part of their documentation trail for filings, lending, insurance, onboarding, procurement, and internal data governance. A human-reviewed classification with written rationale can help explain why a NAICS or SIC code was selected, but it does not replace the authority of the government agency, regulator, lender, insurer, or organization reviewing the submission. Customers remain responsible for the codes they use in official filings.
- What happens if the review team and a customer disagree on a classification? The reviewer provides written rationale based on the official definition and the company's primary activity. If the customer disputes the determination, the reviewer documents the alternative position and the basis for the original choice in the audit trail. Customers retain final responsibility for codes used on their own filings.
- How does the team handle classifications for emerging industries not yet in the official NAICS system? For emerging industries, reviewers select the closest matching official code based on primary activity and document the gap between the official taxonomy and the operating reality. Edge cases are flagged for the methodology team and tracked across NAICS revision cycles.
- How often are classifications reviewed? High-traffic codes, sensitive industries, and CodeMatch outputs are reviewed on an ongoing basis, with quarterly audit cycles layered on top of continuous improvement.
- What is the difference between the CodeMatch service options? CodeMatch offers multiple levels of review depending on whether the need is a simpler code selection, an existing-business verification, or a more fully documented analysis for higher-stakes use cases.