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CASE STUDY

How DoorDash turns early signals into real-time safety decisions

Snapshot

DoorDash is a global platform that connects more than 500,000 merchants with millions of drivers (Dashers) and customers across hundreds of cities.  In 2025, they surpassed 10 billion orders worldwide.

DoorDash is a global platform that connects more than 500,000 merchants with millions of drivers (Dashers) and customers across hundreds of cities.  In 2025, they surpassed 10 billion orders worldwide.

LOCATION

Global

INDUSTRY

Logistics
Marketplace

FOOTPRINT

Hundreds of cities
500K+ merchants
Multi-country Dasher network

SECURITY TEAM

24/7 intelligence & trust-and-safety operations center (TSOC)

USE CASE

Physical security and asset protection

The Challenge: Closing the gap between awareness and action

DoorDash’s TSOC has to make high-stakes safety decisions, often before every detail is confirmed. In the early moments of an incident, information is rarely clean. Reports may be incomplete, locations may be imprecise, and the severity of the event may change as new details emerge.

That creates a difficult operating reality. The team needs to act quickly without overreacting, underreacting, or sending the wrong guidance to the wrong people.

DoorDash’s TSOC has to make high-stakes safety decisions, often before every detail is confirmed. In the early moments of an incident, information is rarely clean. Reports may be incomplete, locations may be imprecise, and the severity of the event may change as new details emerge.

That creates a difficult operating reality. The team needs to act quickly without overreacting, underreacting, or sending the wrong guidance to the wrong people.

Delayed and fragmented signals

Critical incidents emerge across news, social media, and public sources at varying times and detail levels. Analysts must quickly identify what’s credible, what’s noise, and what requires action.

Critical incidents emerge across news, social media, and public sources at varying times and detail levels. Analysts must quickly identify what’s credible, what’s noise, and what requires action.

Limited visibility into operational impact

Knowing an incident occurred is only the first step. DoorDash also must also determine if it affects Dashers, merchants, customers, active orders, or delivery zones.

Knowing an incident occurred is only the first step. DoorDash also must also determine if it affects Dashers, merchants, customers, active orders, or delivery zones.

Time lost between detection and response

Every minute spent validating incidents, assessing proximity, or determining responses delays action. In fast-moving situations, those minutes impact Dasher safety, merchant operations, customer experience, and trust.

Every minute spent validating incidents, assessing proximity, or determining responses delays action. In fast-moving situations, those minutes impact Dasher safety, merchant operations, customer experience, and trust.

The Approach: From early signal to coordinated response

DoorDash embedded samdesk into its Trust and Safety workflows to accelerate the full incident lifecycle.

Rather than treating alerts as the end point, DoorDash uses samdesk as the starting point for decision-making. Verified incidents give the team the context needed for faster informed decision-making and response.

DoorDash embedded samdesk into its Trust and Safety workflows to accelerate the full incident lifecycle.

Rather than treating alerts as the end point, DoorDash uses samdesk as the starting point for decision-making. Verified incidents give the team the context needed for faster informed decision-making and response.

Anticipate emerging risks

Samdesk gives DoorDash early visibility into public safety incidents, severe weather, infrastructure failures, and other disruptions that may affect Dashers, merchants, customers, or delivery zones.

Samdesk gives DoorDash early visibility into public safety incidents, severe weather, infrastructure failures, and other disruptions that may affect Dashers, merchants, customers, or delivery zones.

Detect verified incidents

Samdesk uses AI to cluster related signals and analyst verification to confirm credibility, helping DoorDash reduce duplicates, filter noise, and focus on incidents that require attention.

Samdesk uses AI to cluster related signals and analyst verification to confirm credibility, helping DoorDash reduce duplicates, filter noise, and focus on incidents that require attention.

Analyze operational impact

DoorDash analysts can assess verified incidents against their operational footprint, including delivery zones, active order areas, merchant locations, and nearby Dashers.

DoorDash analysts can assess verified incidents against their operational footprint, including delivery zones, active order areas, merchant locations, and nearby Dashers.

Resolve with coordinated workflows

When incidents intersect with defined geofences, DoorDash can trigger safety and operational actions including Dasher notifications, rerouting, delivery pauses, merchant updates, and internal escalation.

When incidents intersect with defined geofences, DoorDash can trigger safety and operational actions including Dasher notifications, rerouting, delivery pauses, merchant updates, and internal escalation.

“Three years ago, we asked, ‘Did we act fast enough?’ Now rapid response is the standard.”

Chad Dennis
Manager, Safety Strategy & Operations, DoorDash

The Outcomes: Faster decision-making and response times

DoorDash can now act on verified incident context while events are still developing, helping the team protect Dashers, adjust operations, and communicate quickly when conditions change.

Acting before disruption escalates

During the Mall of America incident, samdesk triggered a DoorDash safety workflow 40 minutes before the official lockdown so a nearby Dasher could be guided away in real-time.

Moving quickly during critical incidents

During the French Quarter attack in New Orleans, DoorDash received a samdesk alert within 2.5 minutes, enabling rapid exposure assessment, safety actions, and operational adjustments to be initiated before public updates.

Reducing noise so teams can focus on what matters

Samdesk helps DoorDash’s TSOC maintain trust in the alerts it receives, reduce time spent on low-confidence information, assess impact and coordinate response faster, and make more confident decisions during incidents.

Protecting people and operations at the same time

Because samdesk alerts factor in operational context, DoorDash can protect safety and business continuity by notifying Dashers, triggering safety calls, rerouting deliveries, pausing orders, adjusting merchants, and briefing stakeholders.

“Samdesk is a critical part of our safety programs. Its alerts help us respond quickly to emergencies, no matter where they occur in the world, from natural disasters to catastrophic disruptions, aiding us in protecting Dashers, merchants, and customers when seconds count.”

Chad Dennis

Manager, Safety Strategy & Operations

Faster detection is table stakes. Faster decisions are the advantage.

See how samdesk closes the gap from signal to action.

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