Autonomous Drone Emergency Response
Designing a life-saving system for heat emergencies in Texas
Background & Context
Texas' Silent Summer Crisis
In 2023, Texas recorded over 300 heat-related deaths, many among hikers and outdoor workers who lacked access to timely aid.
- •Hikers lack cell service in remote trail areas
- •Construction workers account for 40% of occupational heat deaths
- •Festival-goers underestimate dehydration in crowded outdoor venues
The Problem
A Growing Crisis
Texas has seen a rising trend in the number of people suffering from heat-related illnesses, particularly among hikers on remote trails, construction workers on exposed job sites, and festival attendees in crowded outdoor venues. Many of these individuals lack access to rapid medical intervention when symptoms escalate.
Traditional emergency response systems are too slow for the speed at which heat stroke progresses. By the time EMS arrives at a remote location, the window for effective intervention has often closed. There is a critical gap between symptom onset and aid delivery that costs lives every summer.
Daily Rates of Heat Related Emergency Department Visits by HHS Region 1/1/2025–12/31/2025
Proposed Solution
Autonomous Emergency Response
“We will create an autonomous emergency drone system that detects heat emergencies, dispatches life-saving supplies, and bridges the gap between symptom onset and medical response.”
An autonomous drone system that delivers emergency supplies — water, electrolytes, and cooling packs — to individuals experiencing heat-related distress. The system integrates real-time GPS tracking, symptom-based triage, and automated dispatch to dramatically reduce response time in remote and underserved areas.
Research
Understanding the Gap
To understand the scope of heat-related illnesses on hiking trails and outdoor work sites, we conducted surveys, interviews, and secondary research to identify user pain points and unmet needs.
Key Survey Insights
of hikers planned enough water but underestimated how much they would need on trail
experienced severe fatigue or dizziness during summer outdoor activities
reported nausea, vomiting, or near-fainting episodes while hiking
Emergency Preparedness
didn't check weather conditions before heading out on the trail
carried only water — no electrolytes, salt tablets, or oral rehydration solutions
had no rapid cooling options available when heat symptoms began escalating
Target Users
Individuals most vulnerable to heat-related illness and most likely to benefit from the system.
- •Hikers & Campers — Strenuous activity + limited supplies in remote areas
- •Outdoor Workers — Prolonged sun exposure in construction, farming, and labor
- •Event Attendees — Festivals, marathons, and sporting events with crowded outdoor venues
Pain Points — From Hikers & Victims
Self-reported experiences from our survey of 71 outdoor enthusiasts.
Underestimating heat severity
"I thought I'd be fine with one water bottle." Many hikers misjudged conditions.
No way to signal for help
68% of respondents had no reliable method to call for help on remote trails.
Symptom ignorance until crisis
Most didn't recognize early signs of heat exhaustion until they could no longer walk.
No rapid cooling options available
Once overheated, hikers reported having no access to shade, ice, or electrolytes.
Research Methodology
Online Survey
71 respondents via Google Form distributed on Instagram, Reddit, and outdoor community boards.
Survey covered hydration habits, heat illness awareness, emergency response readiness, and outdoor activity frequency.
Responder Interviews
8 emergency responders and 4 event organizers recruited through professional networks and cold outreach.
30-minute semi-structured interviews focused on operational pain points, protocol gaps, and technology adoption barriers.
Secondary Research
CDC heat illness reports, OSHA workplace fatality data, NPS incident logs, and Texas DSHS mortality reports.
Cross-referenced survey findings with published data to validate scope and severity.
Survey Questions⌄
Placeholder: add survey question text here.
Survey Findings
Responder & Organizer Interviews
Methodology
In addition to the hiker survey, we conducted interviews with 8 emergency first responders and 4 outdoor event organizers to understand how heat emergencies are currently managed in the field.
Responder Insights
- •Emergency responders prioritize speed, reliability, and integration with existing dispatch systems.
- •Responders face increased strain during heat waves when simultaneous calls overwhelm limited resources.
- •Liability concerns are high—drones must have clear operational protocols and regulatory compliance.
Event Organizer Insights
- •Heat exhaustion cases peak at large outdoor events, especially multi-day festivals in summer months.
- •Current emergency protocols rely on stationary medical tents, which can't reach attendees in crowded areas.
- •Organizers want predictive tools that identify high-risk zones before incidents occur.
Key Insights
Current solutions focus on passive tracking rather than active, automated response.
Responders need real-time visibility into supply deployment and drone operations.
Manual delivery methods increase risk for personnel and delay response times.
Competitive Analysis
Existing Solutions
I analyzed existing solutions across three categories—government tools, on-demand logistics, and drone delivery—to identify strengths, gaps, and the opportunity space.
OSHA/NIOSH Heat Safety Tool
Government App
Strengths
- + Free, science-backed heat index calculations
- + Risk level indicators with recommended precautions
- + Workplace-focused safety reminders
Gaps
- − Passive—provides info only, no active intervention
- − No GPS tracking or emergency dispatch capability
- − Outdated UI with poor engagement and retention
- − No integration with wearables or real-time vitals
Uber / DoorDash
On-Demand Delivery
Strengths
- + Real-time tracking and ETA countdowns
- + Seamless one-tap ordering experience
- + Robust logistics and dispatch infrastructure
Gaps
- − Requires road access—cannot reach remote trails
- − No medical triage or symptom-based payload selection
- − Not designed for emergency or time-critical scenarios
- − Human-dependent delivery; no autonomous capability
Zipline / Wing (Drone Delivery)
Drone Logistics
Strengths
- + Proven autonomous drone delivery in medical supply chains
- + Can reach remote and hard-to-access areas
- + Fast deployment without ground infrastructure
Gaps
- − Primarily B2B—not consumer-facing or user-triggered
- − No symptom assessment or first-aid guidance built in
- − Limited to pre-set delivery zones, not on-demand
- − No integration with personal health data or wearables
Opportunity:No existing solution combines real-time symptom assessment, autonomous drone dispatch, and guided first-aid delivery into a single, user-activated emergency response system.
User Personas
Who We're Designing For
Maya Chen, 24
Festival Goer · Austin, TX
Social media coordinator who attends 4–5 music festivals per year.
Goals
- • Enjoy festivals without worrying about heat illness
- • Quick access to help if she or a friend feels sick
- • Stay informed about conditions without constant phone checking
Frustrations
- • Medical tents are always far from the main stages
- • Hard to tell the difference between tiredness and actual heat illness
- • Doesn't want to leave her spot to find water when she starts feeling off
“Last summer at ACL, my friend passed out during the headliner. We had no idea where the medical tent was, and by the time we found it, she needed an IV. I never want to feel that helpless again.”
Jordan Reeves, 29
Beginner Hiker · San Antonio, TX
Software developer who recently started hiking to disconnect from screens.
Goals
- • Build confidence on progressively harder trails
- • Know what to pack and how to prepare for heat
- • Have a safety net if something goes wrong in a remote area
Frustrations
- • Doesn't know how much water is 'enough' for different trail difficulties
- • Cell service drops out on most trails he wants to do
- • Feels embarrassed asking for help—worried about overreacting
“I did Enchanted Rock on a 98-degree day with one Nalgene. By mile 2 I couldn't see straight. There was nobody around and I had no signal. I've never been that scared.”
Feasibility & Constraints
Designing Within Constraints
Designing an autonomous drone delivery system requires balancing regulatory requirements, operational limits, and emergency response speed.
Core Constraints
Payload Limitations
Current commercial drones can carry 5–10 lbs. Our emergency kit (water, cooling packs, electrolyte powder) weighs approx. 3 lbs.
Battery & Range
Most drones operate within a 10–15 mile radius on a single charge. Station placement must account for average trail distance.
Weather Dependency
High winds (>25 mph), rain, and extreme heat itself can affect battery life and flight stability. Redundant launch protocols needed.
GPS & Connectivity
Remote trails with poor GPS signal require offline navigation fallback and pre-mapped flight corridors.
Airspace Compliance
Flight routes must respect controlled airspace, line-of-sight operations, and required authorizations depending on location and event context.
Design Implication:These constraints directly influenced the UI: the dashboard shows real-time airspace status, the drone station map is designed around coverage radius, and the payload display communicates supply weight limits to maintain user trust.
Journey Map
End-to-End Scenario
Jordan, a beginner hiker, is on a solo trail at Enchanted Rock State Natural Area on a 102°F afternoon. He begins experiencing dizziness and nausea two miles from the trailhead.
Scenario
Jordan Reeves, a beginner hiker, attempts Enchanted Rock on a 102°F day. Two hours in, he starts showing signs of heat exhaustion. His friend uses the app to request emergency drone assistance.
Pre-Activity
On Trail
Emergency Trigger
Drone Dispatch
Supply Delivery
Post-Incident
Cautious
Anxious
Panicked
Relieved
Grateful
Reflective
Action
Jordan checks the app before a hike at Enchanted Rock. It shows high risk and suggests extra water.
Action
Two hours in, Jordan feels dizzy and fatigued. The app detects elevated heart rate from his watch.
Action
Jordan's friend notices him stumbling and opens the app. She taps SOS and reports his symptoms.
Action
The system confirms drone dispatch. ETA: 4 minutes. First-aid instructions display.
Action
Drone arrives with cooling packs, electrolyte solution, and shade tarp.
Action
App logs the event, provides recovery recommendations, and shares the report with local EMS.
Thinking
"It says high risk today... maybe I should bring extra water."
Thinking
"I feel off but I'm almost at the summit... maybe I should rest."
Thinking
"He can't even hold his water bottle. I need to do something now."
Thinking
"Okay, help is coming. It says to move him to shade."
Thinking
"The ice pack is helping. His color is coming back."
Thinking
"I need to be way more prepared next time. The app is sending me tips."
Touchpoints
App home screen, heat risk assessment, pre-hike checklist
Touchpoints
Wearable sync, push notification, symptom checklist
Touchpoints
SOS button, symptom reporting screen, GPS location share
Touchpoints
Drone tracking map, ETA countdown, first-aid instructions
Touchpoints
Drone landing notification, supply checklist, audio first-aid guide
Touchpoints
Incident summary, recovery tips, feedback prompt
Opportunity
Proactive education reduces incidents before they start
Opportunity
Early intervention window—most people ignore symptoms too long
Opportunity
One-tap activation with guided symptom input reduces panic
Opportunity
Reducing anxiety through transparency and actionable waiting tasks
Opportunity
Tangible intervention builds trust in the system
Opportunity
Post-event education has highest retention and behavior change impact
Ideation
How Might We
Reframing Challenges
How might we help people recognize heat illness symptoms before they become dangerous?
How might we deliver emergency supplies to remote locations without road access?
How might we reduce response time from symptom onset to treatment delivery?
How might we educate outdoor enthusiasts on prevention without being patronizing?
How might we integrate wearable data to proactively detect early warning signs?
How might we keep emergency drone dispatch reliable under payload, weather, and range constraints?
Information Architecture
User Flow
User Opens App
Views dashboard with current heat index, trail conditions, and safety status
Tracks Activity
App monitors location, biometrics, and environmental conditions in real-time
Emergency Detected
System detects danger via symptoms, biometrics, or manual SOS trigger
Drone Dispatch
Nearest drone station deploys with customized supply kit, user tracks ETA
Relief & Recovery
Supplies delivered, guided cooling protocol, incident logged for follow-up
Lo-fi Wireframes
Early Explorations
These wireframes explore a 3-tap flow to dispatch an autonomous drone for heat emergencies.
Wireframe Start
Home
Symptoms
Confirm location
Live tracking / status
What's included
What to do in the meantime
Profile
User Testing
Validation & Iteration
15
Participants
Mix of college students, hikers, and individuals with outdoor work experience.
Task Scenario
Participants were told to imagine they were at an outdoor event experiencing symptoms of heat exhaustion. They were asked to use the prototype to request emergency help.
Method
Moderated usability testing with think-aloud protocol. Each session lasted 20 minutes, followed by a post-task questionnaire.
87%
Completed drone request within 2 minutes
13 / 15
Found the SOS button without prompting
6 / 15
Confused by symptom reporting vs. SOS action
4.2 / 5
Average ease-of-use rating post-task
Participant Quotes — Points of Confusion
P3
“I didn't know if 'Send Help Now' meant it was calling 911 or sending a drone.”
Confused by SOS button labeling
P7
“Wait, my friend fainted—do I tap 'Emergency' or 'Report Symptoms'?”
Unclear distinction between primary actions
P11
“I kept looking for a cancel button after I hit send. What if I was wrong?”
No undo or cancel flow
P5
“The symptom checklist was helpful but I was shaking so much I kept tapping the wrong thing.”
Fine motor controls under stress
P9
“I thought the drone was coming to me, not to my friend's location.”
GPS target confusion
Apple Watch Flow
Hydration reminder
Drone ETA notification
Heat alert
Drone Support Screens
Drone destination
Delivery confirmation
What Worked
- ✓Easy to follow and user-friendly flows—most participants completed the full request in under 2 minutes.
- ✓Users appreciated the clear ETA countdown, saying it reduced anxiety during the waiting period.
- ✓Real-time drone location on the map gave participants a strong sense of trust and confidence.
- ✓"In the meantime" suggestions (shade, cool cloths, elevating legs) were highly valued by participants.
What Needed Iteration
- ✗6 of 15 participants were confused by the distinction between 'Report Symptoms' and the SOS emergency button.
- ✗Symptom checkboxes were too small for stressed users; participants with shaking hands struggled to tap accurately.
- ✗No cancel/undo after triggering a drone request caused anxiety—participants wanted a confirmation step.
- ✗GPS defaulted to the requester's location, not the victim's—causing confusion in bystander scenarios.
Project Goals
What We're Solving For
Proactive Safety
- •Real-time alerts based on location and heat index
- •Wearable integration to detect early signs
- •Customizable notifications for different intensities
Rapid Response
- •Drone dispatch system
- •Smart payload selection based on symptoms
- •GPS beacon functionality for search and rescue
Education
- •Trail-specific hydration recommendations
- •Pre-hike checklist tailored to weather
- •Myth-busting tips at relevant moments
Design Decisions
Key Feature Areas
Prevention System
- •Heat risk assessment before hike starts
- •Dynamic hydration reminders based on pace/elevation
- •Wearable sync for vital monitoring (opt-in)
Emergency Response
- •One-touch SOS with symptom reporting
- •Automated drone dispatch with ETA countdown
- •Visual first aid instructions via drone display
Learning Hub
- •Interactive heat safety quiz
- •Crowd-sourced trail condition reports
- •Post-hike recovery recommendations
Final Design
Hi-fi Screens
Emergency Home
Symptom Reporting
Drone Tracking & ETA
Drone Interface
Drone Status
Visual Language
Design System
Typography
Logo
Palette
Brand Identity
Brand Application
Outcomes
Results & Reflection
Key Outcomes
- •2-minute automated drone deployment after symptom report
- •Real-time GPS tracking reduces user anxiety
- •Symptom-based triage ensures appropriate payload delivery
- •Educational features increase heat safety awareness
Reflection
This project taught me how technology can bridge gaps in public health infrastructure. Designing for emergencies forced me to simplify every interaction and question every assumption.
Future Decisions
- →Partner with national parks for wider testing and pilot programs
- →Explore AI symptom prediction using wearable data
- →Investigate battery life optimization for longer drone range
- →Develop accessibility features including voice commands and haptic alerts