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Leaf Data Systems: Business Overview, Financials & Competitive Analysis

Leaf Data Systems, an Akerna Company, provides government clients with a compliance technology solution with safety for cannabis programs built in. The platform is comprehensive track and trace marijuana software for ...

Analyst-debate audio for Leaf Data Systems

AskCyborg analysts argue the bull and bear cases for Leaf Data Systems across 11 stress-tested dimensions. Listen on your commute -- faster than reading the 30-page report.

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4/ 10Challenged

Cyborg Score thesis

Legacy regulatory software provider facing technological and market disruption as states move toward modernized compliance...

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Industry Cannabis
3 named competitors
3 recent developments
11 analyst dimensions
Synthesized from analyst-debate stress-testing across 11 dimensions and hundreds of data points. Methodology →
Cyborg Score recalibrated: September 14, 2026
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Leaf Data Systems Overview

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Leaf Data Systems, an Akerna Company, provides government clients with a compliance technology solution with safety for cannabis programs built in. The platform is comprehensive track and trace marijuana software for regulators that supports a tightly controlled chain of custody model and helps prevent diversion and fraud. The company operates as a B2G (business-to-government) solution serving state cannabis regulatory bodies.

Strategic Profile

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Leaf Data Systems is the seed-to-sale cannabis tracking solution that comes with a track record of success made by the company that invented seed-to-sale. Leaf Data Systems is deployed in Pennsylvania and Washington state. While the platform has enabled regulatory oversight, Washington cannabis regulators are transitioning from Leaf Data Systems, the state's problematic seed-to-sale tracking system, to an in-house and "simplified" data-reporting platform (as of August 2024), signaling potential market headwinds.

Competitive Landscape

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Metrc and BioTrack are comparable seed-to-sale tracking systems serving cannabis regulators. Washington's shift to an internal system reflects broader industry trend toward purpose-built, state-controlled platforms rather than third-party vendor solutions. Competitive positioning has weakened due to historical system reliability issues.

Industry Context

Leaf Data Systems operates in Cannabis.

Key facts

Headquarters: Seattle, US

What the analysts stress-tested

The top findings that survived the multi-agent debate for Leaf Data Systems.

  • B2G model serving state cannabis regulators rather than cannabis businesses directly, limiting addressable market expansion
  • Platform experienced critical failures: hacking in 2018, four-day statewide outage in 2019, ongoing data integrity issues through 2021
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Recent developments

Material events tracked by the AskCyborg corpus.

  • August 2024Washington state announced transition from Leaf Data Systems to Cannabis Central Reporting System
  • September 2025Market review noted ongoing operational challenges including system stability and data accuracy concerns
  • +1 moreTrack every material event for Leaf Data Systems as it happens. Explore monitoring →
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Named competitors

Pulled from the analyst-debate framework. Click any competitor to see their Cyborg Score.

MetrcCannabis seed-to-sale tracking system→BioTrackCannabis seed-to-sale tracking system→Cannabis Central Reporting SystemIn-house state cannabis tracking platform→

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Industry context

Leaf Data Systems operates in Cannabis. See how the rest of the sector scores on the Cyborg framework.

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Sources: public filings, regulatory data, news flow, and proprietary analyst signals. Read the methodology →

Frequently asked questions

What does Leaf Data Systems do?+
Leaf Data Systems, an Akerna Company, provides government clients with a compliance technology solution with safety for cannabis programs built in. The platform is comprehensive track and trace marijuana software for ...
What is Leaf Data Systems's Cyborg Score?+
Leaf Data Systems has a Cyborg Score of 4/10 (Challenged). The score synthesizes business model, financials, leadership, competitive position, technology, marketing, and ESG dimensions across hundreds of data points.
Who are Leaf Data Systems's main competitors?+
Named competitors include Metrc, BioTrack, Cannabis Central Reporting System. The full competitive landscape is in the AskCyborg report.
How can I get the full Leaf Data Systems research report?+
Get the report plus analyst-debate audio at askcyborg.com -- no credit card required for preview access. Pro adds saved-company audio playlists and monitoring.
How current is the Leaf Data Systems research?+
The Cyborg Score is recalibrated weekly. Recent developments are tracked continuously and surfaced in every report.

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