GITNUXSOFTWARE ADVICE
Regulated Controlled IndustriesTop 10 Best Metrc Compliant Software of 2026
Top 10 metrc compliant software ranking for dispensary operators, with Metrc reporting notes and reviews of Akerna, MJ Freeway, Cova.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
GrowFlow is the best pick for dispensary teams that need controlled Metrc submissions with clear exception ownership across agents, whereas Canix fits when you want tighter, consistent agent workflows across retail and broader operations like cultivation and distribution.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
GrowFlow
Exception-driven queue management that routes manifest failures into resubmission steps with tracked resolution state.
Built for fits when dispensary teams need controlled Metrc submissions with clear exception ownership across agents..
Canix
Editor pickAgent role controls paired with reconciliation-state handling for Metrc manifests reduce manual triage during rejections.
Built for fits when dispensary teams need controlled agent workflows and consistent Metrc-aligned inventory operations..
Distru
Editor pickWorksheet-to-report generation ties reconciliation validations to Metrc submission readiness checks.
Built for fits when dispensary teams need controlled, worksheet-based workflows for consistent Metrc reporting..
Comparison Table
GrowFlow
SMBCannabis retail and inventory software designed for dispensary compliance and point-of-sale operations.
Exception-driven queue management that routes manifest failures into resubmission steps with tracked resolution state.
GrowFlow is evaluated as a Metrc-compliant software solution through its ability to translate operational actions into Metrc payload structures and to manage manifest and inventory change sequences without forcing manual rework. The product’s governance model emphasizes role-limited actions in workflow steps, plus audit-style visibility for what was submitted and what failed. Operators typically use it when multiple agents update tag and inventory states and when manifest outcomes must be tracked through rejection handling and resubmission paths.
A tradeoff appears in environments that expect fully automatic reconciliation with minimal human review, because GrowFlow’s workflow gating and exception handling add step-level discipline. GrowFlow fits best when dispensary teams need consistent submission behavior, clear ownership of queue items, and a repeatable process for handling adjustments that do not apply cleanly to the existing Metrc state.
- +Workflow gates reduce Metrc submission errors by forcing ordered operational steps
- +Exception views support manifest rejection handling and faster resubmission cycles
- +Role-limited task execution improves accountability across dispensary agents
- +Integration hooks pass item and transaction context to downstream systems
- –Tighter workflow configuration can slow first deployments without dedicated setup time
- –Complex tag and package edge cases still require operator attention
- –Some reconciliations depend on correct upstream mapping of source items
- –Audit visibility is workflow-centric, so deep technical troubleshooting needs support
Dispensary ops teams
Manage Metrc manifests and resubmissions
Fewer stalled transfers
Inventory managers
Sync inventory adjustments to Metrc
Cleaner inventory audit trail
Show 2 more scenarios
IT integration teams
Automate transfer context between systems
Lower manual data entry
Integration hooks carry item and transaction context to connected operational tools.
Compliance leads
Reconcile submission outcomes
Faster discrepancy review
Workflow-level logs show what was submitted and what failed during Metrc interactions.
Best for: Fits when dispensary teams need controlled Metrc submissions with clear exception ownership across agents.
Canix
enterpriseCannabis operations software for cultivation, manufacturing, distribution, and retail with METRC connectivity.
Agent role controls paired with reconciliation-state handling for Metrc manifests reduce manual triage during rejections.
Canix targets dispensary operators who run day-to-day receiving, transfers, and sales reporting while keeping Metrc data aligned to physical movements. Integration depth centers on how operational events translate into Metrc payload submissions and reconciliation cycles for rejected or delayed transactions. The automation surface is built around operational triggers that update compliance-relevant records after tagging or transfer steps complete.
A key tradeoff is that Canix governance depends on consistent internal item and package identifiers so reconciliation can stay accurate across agents and facilities. It fits when a dispensary has frequent transfers, frequent inventory adjustments, or multiple staff roles that must produce consistent Metrc-ready records without manual rework. In that situation, audit log trails and agent permissions reduce the operational risk of skipping or duplicating Metrc steps.
- +Operational events map to Metrc reconciliations with fewer manual catch-up steps
- +Role-based access supports consistent agent workflows across receiving and transfers
- +Audit trails track compliance-relevant changes for incident review
- +API and integration hooks support POS and internal system alignment
- –Strong identifier hygiene is required for accurate package reconciliation
- –Some manifest edge cases still require operational follow-up
- –Configuration overhead increases with multi-agent, multi-site setups
Dispensary operations managers
Daily receiving tied to compliance status
Fewer reconciliation exceptions
Dispensary compliance coordinators
Audit-ready change history for regulated events
Faster incident resolution
Show 2 more scenarios
Inventory and integration teams
POS and internal system synchronization
Lower manual data entry
Integration interfaces keep item and package updates consistent across operational sources and Metrc submissions.
Multi-agent dispensary staff
Controlled transfer workflows by role
More consistent handoffs
RBAC limits who can execute steps and helps ensure consistent traceability outcomes across agents.
Best for: Fits when dispensary teams need controlled agent workflows and consistent Metrc-aligned inventory operations.
Distru
enterpriseCannabis ERP software with inventory, manufacturing, sales, and METRC integrations for licensed operators.
Worksheet-to-report generation ties reconciliation validations to Metrc submission readiness checks.
Distru is built around operational tasks that map to seed-to-sale checkpoints, then generates Metrc-ready tracking data from those steps. Plant batch management and package reconciliation are handled through structured forms and validation rules that align with expected tag and inventory states. Administrative controls emphasize controlled user roles, traceable edits, and an audit trail that supports compliance review after manifest submissions.
A key tradeoff is that Distru works best when dispensary teams adopt its task sequence, because deviation increases manual reconciliation work. Distru fits operations that need consistent Metrc reporting behavior across multiple agents, where governance and exception handling matter during transfer and package adjustments.
- +Task-driven workflows reduce missed steps in plant-to-package tracking
- +Reconciliation checks flag mismatches before generating compliance outputs
- +Audit trail captures who changed inventory-linked fields and when
- +Role-scoped permissions support controlled dispensary agent operations
- –Exception workflows add manual work when scan and tag states diverge
- –Deep custom integrations can require more engineering effort than adjacent tools
- –Cross-facility processes need careful configuration of batch and mapping rules
- –High transaction volume depends on operational discipline for timely updates
Dispensary operations managers
Standardize agent workflows for Metrc reporting
Fewer manifest-related corrections
Inventory and compliance coordinators
Prevent inventory drift during adjustments
Cleaner audit trail
Show 1 more scenario
Multi-agent dispensary teams
Handle transfers with governed permissions
Controlled exception handling
Teams use role-scoped access and tracked changes to support transfer execution and review.
Best for: Fits when dispensary teams need controlled, worksheet-based workflows for consistent Metrc reporting.
Flourish
enterpriseCannabis seed-to-sale and ERP platform with METRC integration, inventory control, and order management.
Operator-facing package tag reconciliation screens that tie RFID results to Metrc-ready reconciliation steps.
Flourish delivers a Metrc-compliant workflow for dispensary operators that focuses on day-to-day transaction flow, tag and package reconciliation, and compliance-grade exports. The product is built around operational configuration that maps local dispensary processes to Metrc reporting needs, including receipt, transfer, and inventory adjustment patterns.
Integration depth comes through its Metrc-aligned API surface and automation hooks that reduce manual rekeying during RFID-driven reconciliation. Administration stays centered on role separation and audit visibility for operator actions that affect Metrc-bound events.
- +Metrc-aligned automation reduces manual reentry during reconciliation cycles
- +Clear tag and package reconciliation workflows for RFID-driven operations
- +Admin audit trail coverage for Metrc-affecting user actions
- +API hooks support dispensary integrations beyond basic reporting exports
- –Requires setup discipline to keep configuration aligned with state rules
- –Manifest rejection handling needs more explicit operator guidance
- –Plant-level workflows are thinner than cultivation-focused tools
- –Some reporting exports feel rigid without deeper customization controls
Best for: Fits when dispensary teams want automation around Metrc transactions with audit visibility and controlled role access.
365 Cannabis
enterpriseCannabis ERP built on Microsoft Dynamics with METRC integration for cultivation, manufacturing, and distribution.
Manifest rejection handling that preserves reconciliation context for package tag adjustments.
365 Cannabis routes dispensary and cannabis operations through a Metrc-aligned workflow that connects taggable inventory to regulated events. It supports daily execution of seed-to-sale steps such as manifests, package reconciliation, and inventory adjustments that must match Metrc payload expectations.
The system also handles agency facing roles and agent workflows used for Metrc submissions and exception handling. Admin configuration focuses on credential and operational governance needed for consistent reporting across locations.
- +Exception-first workflow for manifest rejections and resubmission tracking
- +Inventory reconciliation checks that flag package tag mismatches early
- +Operational role separation for dispensary agents tied to Metrc submissions
- +Batch oriented reporting views aligned to state traceability checkpoints
- –Metrc mapping configuration is sensitive and requires careful setup discipline
- –Lab result ingestion coverage can lag behind other event types during peak throughput
Best for: Fits when dispensary teams need tight Metrc event alignment with exception handling for tags and manifests.
IndicaOnline
SMBCannabis POS and back-office software with inventory management and METRC compliance tools.
Tag-driven plant and package workflow orchestration with reconciliation rules for Metrc status transitions and manifest outcomes.
IndicaOnline targets dispensary and cultivation operations that need Metrc-compliant workflows with audit-grade traceability. The system is built around Metrc credential handling, tag-driven plant and package workflows, and recurring compliance tasks like adjustment alignment and reconciliation.
Admin tooling supports role separation for agents who touch sales, transfers, and inventory events, while exports and reporting cover common Metrc reporting needs for operators and back-office staff. Automation features focus on keeping day-to-day transactions aligned with Metrc’s expectations for manifests and status transitions.
- +Metrc credential vault and tag-first workflows reduce credential sprawl
- +Inventory event alignment supports package reconciliation and adjustment sync
- +Role separation helps keep dispensary agents scoped to their tasks
- +Reporting exports support state traceability adapter outputs for operators
- –Setup and governance discipline is required to keep agent roles consistent
- –Some plant batch edge cases take manual intervention during reconciliation
Best for: Fits when operations need Metrc-driven traceability across dispensary and cultivation workflows with controlled agent access.
Flowhub
SMBCannabis retail software for POS, inventory, and compliance in licensed dispensary operations.
Package tag reconciliation workflows that align operational movements with Metrc package state and reduce manual corrections.
Flowhub connects dispensary operations to Metrc workflows through inventory and compliance automation rather than a manual spreadsheet handoff. It focuses on mapping sales and inventory movements into Metrc-related actions, including package state changes and reconciliation flows.
Administration centers on configurable roles for dispensary users, with audit-friendly movement history tied to operational events. Integration depth is strongest when dispensary POS and operational systems can be aligned to Flowhub’s Metrc interaction patterns.
- +Operational events map cleanly to Metrc inventory movements
- +Role-based access limits Metrc-related actions by dispensary role
- +Reconciliation workflows reduce manual package state corrections
- +Audit-friendly movement history supports operational review
- –Metrc manifest rejection handling needs disciplined operator follow-through
- –Some cultivation-specific workflows are weaker without tight integration design
Best for: Fits when dispensary teams need Metrc-aligned inventory reconciliation tied to daily sales and receiving.
Treez
enterpriseEnterprise cannabis retail platform with POS, inventory, ecommerce, and compliance management.
Role-driven scan workflows that keep package and plant actions aligned to Metrc reconciliation steps without relying on manual spreadsheet mapping.
Treez positions as a metrc-compliant workflow system that focuses on day-to-day dispensary operations and traceability tasks rather than generic compliance dashboards. It supports Metrc credential and data handling workflows tied to plant, package, and inventory events, with configuration aimed at keeping submissions and reconciliation consistent.
Treez also includes automation around scan-based processes and state-ready reporting exports that map operational actions to Metrc reporting expectations. For operators integrating multiple in-store roles, Treez emphasizes controlled execution paths that reduce the chance of manual entry drift.
- +Scan-driven package and plant workflows reduce manual transcription errors
- +Metrc event reconciliation supports tighter control over package tag outcomes
- +Automation coverage helps standardize how adjustments and submissions are executed
- +Operational reporting exports align with audit-focused state traceability needs
- –Metrc payload schema mapping can require careful setup for unique state rules
- –Complex multi-facility workflows may need operator-level process tuning
- –Extensibility options for custom automation appear more limited than some competitors
- –Inventory edge cases can require manual follow-up after manifest rejections
Best for: Fits when dispensary teams need consistent scan-based Metrc workflows and reconciliation with controlled operator actions.
BioTrack
enterpriseCannabis seed-to-sale software with inventory, cultivation, retail, and regulatory reporting features.
Rejection-aware manifest handling that drives controlled retries while preserving an inventory audit trail.
BioTrack handles Metrc-compliant workflows for seed-to-sale tracking by coordinating package and plant events with Metrc reporting. The product supports dispensary-facing operations that include inventory adjustments, manifest flows, and transaction reporting while keeping reconciliation against tag reads and Metrc payloads.
Administrative tooling focuses on operational controls for roles and audit trails tied to compliance actions. Integration depth centers on a biotrack bridge approach to connect facility systems to Metrc communication loops.
- +Biotrack bridge reduces manual mapping between facility events and Metrc payloads
- +Manifest workflows provide visible handling for rejection and retry paths
- +Inventory audit trail links adjustments to operator actions and timestamps
- +RFID tag reconciliation supports package-level verification during operational movements
- –Package tag reconciliation requires consistent RFID scan discipline during receiving
- –Some configuration-heavy governance steps increase time-to-go-live for multi-site rollouts
Best for: Fits when dispensaries need consistent manifest and inventory reconciliation with disciplined RFID scanning.
BLAZE
SMBCannabis retail software for POS, delivery, ecommerce, and inventory with compliance support.
Agent tasking tied to inventory and Metrc event history for traceability during package and transfer actions.
BLAZE is a Metrc-compliant dispensary workflow system built around agent-friendly tasking and audit-friendly transaction handling. It supports end-to-end seed-to-sale operations with inventory state synchronization, transfer and package lifecycle actions, and Metrc reporting exports designed for traceability.
BLAZE integrates with operational systems used by dispensary teams, with an API and configuration surface intended to reduce manual reconciliation work. Administrative controls focus on role separation and event visibility for compliance workflows.
- +Role-based access supports agent versus manager workflows
- +Inventory state sync reduces manual inventory adjustment reconciliation
- +Event visibility supports traceability during Metrc reporting workflows
- +Integration options target dispensary POS and back-office handoffs
- –Metrc operations require careful configuration for package tag flows
- –Automation coverage can be limited for edge-case manifest rejection handling
- –RFID scanning workflows depend on consistent device and scan discipline
- –Extensibility choices feel constrained compared with larger integration stacks
Best for: Fits when dispensary teams need day-to-day Metrc execution with strong audit trail visibility and defined roles.
Conclusion
After evaluating 10 regulated controlled industries, GrowFlow stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right metrc compliant software
This buyer’s guide ranks metrc compliant software for dispensary operators and focuses on how each platform handles Metrc reporting workflows from exception capture to resubmission tracking. Covered tools include GrowFlow, Canix, Distru, Flourish, 365 Cannabis, IndicaOnline, Flowhub, Treez, BioTrack, and BLAZE.
The guide sections that follow each individual tool review compare integration depth, automation and API surface, and governance controls that affect Metrc submissions and reconciliation outcomes. The evaluation also pays close attention to manifest rejection handling, package tag reconciliation execution, and audit visibility across operational agents.
Metrc compliant software for seed-to-sale traceability, Metrc manifest submission, and package tag reconciliation
Metrc compliant software manages seed-to-sale tracking workflows that must align inventory movements with Metrc requirements, including manifest submission and package tag reconciliation. These systems support controlled agent operations so Metrc actions map to consistent event history and audit trails.
GrowFlow leads with exception-driven queue management that routes manifest failures into resubmission steps with tracked resolution state. Canix complements that workflow control with agent role governance paired with reconciliation-state handling for Metrc manifests, which reduces manual triage during rejections. For worksheet-driven teams, Distru ties reconciliation validations to Metrc submission readiness checks so compliance outputs are generated only after checks pass.
Metrc workflow controls that prevent manifest and tag reconciliation drift
Metrc-compliant software has to turn real-world scanning, receiving, and transfers into Metrc-ready events with predictable reconciliation results. The platforms below differ most on how they route manifest failures, enforce agent roles, and connect package tag states to what gets submitted.
Exception-first resubmission queues with tracked resolution state
GrowFlow routes manifest failures into resubmission steps with tracked resolution state so teams can close the loop on rejection handling. 365 Cannabis also centers manifest rejection handling with reconciliation context preserved for package tag adjustments.
Agent role governance tied to reconciliation-state outcomes
Canix pairs agent role controls with reconciliation-state handling for Metrc manifests to reduce manual triage during rejections. Flowhub adds role-based access that limits Metrc-related actions by dispensary role during operational movements.
Reconciliation validations that block Metrc output until worksheet readiness checks pass
Distru ties reconciliation validations to Metrc submission readiness checks so compliance outputs generate only after checks pass. Treez uses scan-driven workflows that align package and plant actions to Metrc reconciliation steps without relying on manual spreadsheet mapping.
Operator-facing RFID reconciliation screens tied to Metrc-ready steps
Flourish provides operator-facing package tag reconciliation screens that tie RFID results to Metrc-ready reconciliation steps. BioTrack drives rejection-aware manifest handling that controls retries while preserving an inventory audit trail across reconciliation attempts.
Choose based on the workflow philosophy that matches how agents handle Metrc rejections
Start by matching the product’s failure path to the way the dispensary executes manifest submission and tag correction work. Teams that treat rejection handling as a repeatable workflow will benefit from queue-driven state tracking and explicit ownership for resubmissions.
Select exception routing if manifest rejections create recurring daily work
Choose GrowFlow when manifest failures need to land in a queue that routes directly into resubmission steps with tracked resolution state. Choose 365 Cannabis when rejection handling must preserve reconciliation context specifically for package tag adjustments.
Select role-governed reconciliation if multiple agent types touch the same Metrc objects
Choose Canix when agent workflows require reconciliation-state handling that reduces manual catch-up after rejections. Choose Flowhub when Metrc actions must be constrained by dispensary role during receiving, receiving-to-sales alignment, and inventory reconciliation.
Select worksheet-based gating if operators need a step-by-step compliance checklist
Choose Distru when worksheet-to-report generation has to bind reconciliation validations to Metrc submission readiness checks. Choose Treez when scan-driven workflows must keep package and plant actions aligned to reconciliation steps with controlled operator actions.
Select reconciliation screens when RFID-driven tag outcomes must be visible during execution
Choose Flourish when operator-facing package tag reconciliation screens must tie RFID results to Metrc-ready reconciliation steps. Choose BioTrack when rejection-aware manifest handling must drive controlled retries while preserving an inventory audit trail.
Select tag-first orchestration when plant-to-package status transitions drive compliance
Choose IndicaOnline when tag-driven plant and package workflow orchestration must apply reconciliation rules for Metrc status transitions and manifest outcomes. Choose BLAZE when traceability needs to be tied to inventory and Metrc event history during package and transfer actions with agent tasking.
Who benefits from Metrc-compliant software built for dispensary execution
Metrc workflows fail operationally when agents handle exceptions differently or when reconciliation steps are not visible to the people doing the work. The best fit depends on whether the dispensary runs controlled submission queues, scan-driven execution, or worksheet-gated compliance outputs.
Dispensary teams with frequent manifest rejection cycles
GrowFlow fits teams that need exception ownership and resubmission state tracking so rejected manifests do not stall at the agent level. 365 Cannabis fits teams that need exception-first workflows that preserve reconciliation context for package tag adjustments.
Organizations with split roles across receiving, reconciliation, and transfers
Canix fits when role-based access must govern reconciliation-state outcomes for Metrc manifests across agent workflows. Flowhub fits when Metrc-related actions must be constrained by dispensary role while movements map to inventory reconciliation.
Operators who manage compliance through worksheet-driven work instructions
Distru fits when reconciliation validations must connect to Metrc submission readiness checks before compliance outputs are generated. IndicaOnline fits when plant and package status transitions are driven by tag-first workflow orchestration with reconciliation rules applied to manifest outcomes.
RFID-heavy sites that need visible tag outcomes during execution
Flourish fits when operator-facing reconciliation screens must tie RFID results to Metrc-ready reconciliation steps with audit visibility. Treez fits when scan-driven package and plant workflows must reduce manual transcription errors and keep actions aligned to reconciliation steps.
Multi-agent audit and retry governance teams
BioTrack fits when rejection-aware manifest handling must drive controlled retries while preserving an inventory audit trail. BLAZE fits when agent tasking tied to inventory and Metrc event history must support traceability during package and transfer actions.
Common failure points in Metrc-compliant deployments
Metrc compliance breaks when the software’s execution model does not match the dispensary’s operational handling of exceptions and tag reconciliation. These mistakes show up as reconciliation drift, rejection loops, and unclear ownership across agents.
Treating manifest rejections as one-off troubleshooting instead of a workflow state machine
Choose GrowFlow or 365 Cannabis when the rejection path must route into resubmission steps with resolution tracking and preserved reconciliation context. Avoid tools that only surface errors without tying them to controlled retry paths and package tag reconciliation steps.
Allowing inconsistent identifier hygiene across package and plant objects
Canix needs strong identifier hygiene so reconciliation-state mapping stays accurate during manifest rejections. Establish receiving and reconciliation routines that keep package identifiers consistent before tag reconciliation actions proceed.
Configuring tag and package reconciliation rules without operator guidance for rejection handling
Flourish requires setup discipline to keep configuration aligned with state rules, and manifest rejection handling needs explicit operator guidance. Add role-based runbooks that explain what operators must do when RFID results diverge from expected tag outcomes.
Overlooking governance and configuration needs for agent workflows across sites
BioTrack includes configuration-heavy governance steps for multi-site rollouts, which increases time-to-go-live when coordination is weak. Plan for governance alignment before scaling beyond a single facility so retry paths and reconciliation controls behave consistently.
How We Selected and Ranked These Tools
We evaluated GrowFlow, Canix, Distru, Flourish, 365 Cannabis, IndicaOnline, Flowhub, Treez, BioTrack, and BLAZE for how each handles exception ownership and Metrc-ready reconciliation outcomes during manifest submission and package tag reconciliation. Features carried 40% of the weight because exception routing, reconciliation workflow fit, and operator execution visibility determine whether teams can resolve rejection loops.
Ease and value each carried 30% because teams must configure the workflow quickly and keep daily operations moving during receiving, transfers, and reconciliation cycles. GrowFlow separated itself with exception-driven queue management that routes manifest failures into resubmission steps with tracked resolution state.
Frequently Asked Questions About metrc compliant software
How do metrc-compliant systems keep package tag reconciliation aligned with RFID scans?
Which tools provide a Metrc integration surface that supports automation from upstream dispensary systems?
What breaks if a workflow tool treats Metrc submissions as a manual spreadsheet export instead of an operational state machine?
How does metrc-compliant software handle manifest rejection without losing the reconciliation context needed for package tag adjustments?
When teams need both receiving and daily sales mapped into Metrc-related actions, which workflow design works better?
How do admin controls typically prevent agents from performing actions that create Metrc audit trail gaps?
Which tools emphasize worksheet-driven data entry while still producing Metrc submission readiness checks?
How should data migration be approached when moving from an existing dispensary system to a Metrc workflow system?
What are the security and credential-handling differences that matter for Metrc credential vault workflows and access control?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
- Regulated Controlled IndustriesTop 10 Best Cannabis Compliance Services of 2026
- Regulated Controlled IndustriesTop 10 Best Marijuana Marketing Services of 2026
- Regulated Controlled IndustriesTop 10 Best Regulatory Compliant Software of 2026
- Regulated Controlled IndustriesTop 10 Best Cannabis Track And Trace Software of 2026
- Regulated Controlled IndustriesTop 10 Best Medical Marijuana Dispensary Software of 2026
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