Emerald Intel Expert Source

Ed Keating

Chief Economist at Emerald Intel and one of the cannabis industry's most trusted data-driven voices on licensing, enforcement, market contraction, rescheduling, compliance risk, and regulatory change.

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A clear, data-backed voice in a noisy cannabis market.

Ed Keating helps journalists, podcast hosts, policymakers, operators, and industry analysts understand what is actually happening across the licensed cannabis market.
As Chief Economist at Emerald Intel and co-founder of Cannabiz Media, Ed has spent more than a decade building and interpreting one of the industry's most comprehensive regulatory datasets, covering licenses, ownership structures, violations, recalls, M&A activity, and brand-level information across North America.
"The industry is contracting while it waits for rescheduling, and the data makes that impossible to ignore."

What Ed Can Speak To

Ed is a strong source for reporters and hosts looking for practical, evidence-based commentary on the business and regulatory forces shaping cannabis.

Licensing Trends: License growth, attrition, saturation, market entry, and state-by-state comparisons.

Market Contraction: What license declines, consolidation, distressed assets, and enforcement activity signal about market health.

Rescheduling: How federal rescheduling may affect operator economics, market structure, capital access, and competitive dynamics.

Enforcement & Compliance: Violations, recalls, testing labs, regulatory pressure, and the risks operators often overlook.

M&A and Consolidation: Ownership changes, multi-state operator strategy, local market limitations, and consolidation patterns.

Policy vs. Reality: Where legalization narratives diverge from licensing data, local restrictions, illicit market pressure, and operator viability.

Why Media Calls Ed

Ed brings context, not just commentary.

He can quickly translate complex cannabis licensing and regulatory data into clear insights for business, policy, and mainstream audiences. His perspective is especially useful when stories involve state market rollouts, legalization debates, license surges or declines, illicit market pressure, enforcement actions, or federal reform.

Data-First: Grounded in licensing, regulatory, ownership, and enforcement data.

National Perspective: Tracks cannabis activity across 41 U.S. states, Canada, and more than 130 regulatory agencies.

Media Ready: Experienced in interviews, podcasts, panels, and explaining complex market shifts clearly.

Media, Interviews & Published Insights

Ed has been quoted, interviewed, and featured across mainstream media, industry outlets, podcasts, and market intelligence resources.

The New York Times How Oklahoma Became a Marijuana Boom State Quoted on Oklahoma's rapid cannabis market expansion and licensing environment. (nytimes.com)

Associated Press / YouTubeAs Medical Cannabis Use Grows in the UK, Could Full Legalization Be Next? Interviewed in London on the growth of medical cannabis and legalization trends. (youtube.com)

St. Louis MagazineBudding Prospects: Missouri Recreational MarijuanaQuoted on Missouri's legalization debate and market implications. (stlmag.com)

Cannabiz MediaMarijuana Licensing Reference GuidePart of the team behind detailed state-by-state licensing analysis and regulatory intelligence. (cannabiz.media)

Cannabiz MediaLittle Green BookConsumer-focused state-by-state cannabis guide built from regulatory data and primary sources. (cannabiz.media)

Yahoo Finance / LinkedInCannabiz Media on Yahoo! FinanceIndustry visibility tied to cannabis licensing, business intelligence, and market data. (linkedin.com)

Emerald IntelEmerald Insights: 2025 Cannabis License LeaderboardsData-driven analysis of cannabis licensing activity, market movement, and regulatory trends. (emeraldintel.ai)

Emerald Intel PodcastEmerald Insights PodcastPodcast host and interviewer covering cannabis data, compliance, retail technology, rescheduling, and regulated market strategy. (emeraldintel.ai)

Short Media Bio

Ed Keating is Chief Economist at Emerald Intel and co-founder of Cannabiz Media. For more than a decade, he has tracked the licensed cannabis industry through a proprietary dataset spanning licenses, enforcement actions, ownership structures, and M&A activity across 41 U.S. states and Canada. His work is used by operators, financial institutions, and regulators, and his analysis consistently reveals what headline numbers miss.

Suggested Interview Topics

  • What cannabis license contraction reveals about market health
  • Why rescheduling is a turning point, but not a rescue
  • How local restrictions shape state legalization outcomes
  • What enforcement patterns signal about compliance risk
  • How illicit and hemp markets pressure licensed operators
  • Where investors and operators should look beyond headline license counts

Request Ed Keating for Quotes, Interviews, Podcasts or Speaking

For journalists, podcast hosts, conference organizers, analysts, and industry teams seeking expert cannabis market insight, Ed is available for timely commentary and data-backed perspective.

Contact Emerald Intel
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Market Pulse

Written by Ed Keating, Chief Economist

From raw data to real insight—Ed decodes the cannabis industry so you can act with confidence.