#Scheduling And Dispatch
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bhupendrasthings · 2 years ago
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The Role Of Big Data Analytics In Forecasting Demand For Scheduling And Dispatch
Dispatching and scheduling are essential tasks for any business offering services. They involve assigning the right resources (e.g., staff, equipment, etc.) to the right tasks at the right time and location. 
However, scheduling and dispatch can be challenging due to the uncertainty and variability of customer demand. Demand patterns can change depending on various factors, such as seasonality, weather, market trends, customer preferences, etc. Therefore, it is essential to have accurate demand forecasting to plan ahead and adjust accordingly.
Demand forecasting is a crucial process for any business that provides services to customers. It involves estimating the future demand for services and allocating the necessary resources to meet that demand. 
Accurate demand forecasting can improve operational efficiency, reduce costs, and enhance customer satisfaction.
However, traditional demand forecasting methods can be limited by the availability and quality of data, as well as the complexity and dynamics of demand patterns. Therefore, organizations need to leverage big data analytics to enhance their demand forecasting capabilities and improve their scheduling and dispatch performance.
Big data analytics is the process of collecting, integrating, analyzing, and applying large amounts of complex and diverse data using advanced technologies and techniques. 
Big data analytics can help businesses better understand their customer's behavior, preferences, needs, and expectations, as well as external factors that influence demand patterns. 
Organizations can use big data analytics to create more accurate and reliable predictive models for demand forecasting, as well as monitor and adjust forecasts in real time based on changing conditions. Big data analytics can help organizations optimize their scheduling and dispatch operations and achieve better results in this way.
In this blog post, we will discuss how big data analytics can help businesses improve their demand forecasting capabilities by enabling them to:
Collect and integrate data from multiple sources and systems
Utilize predictive analytics models to forecast future demand
Monitor and adjust demand patterns in real-time
Collaborate with relevant stakeholders and incorporate their inputs
Continuously evaluate and refine their forecasting models
We will also highlight the benefits of using big data analytics for demand forecasting in terms of improved scheduling accuracy, resource utilization, and customer satisfaction.
In this blog post, we will discuss how big data analytics can help businesses improve their demand forecasting for scheduling and dispatch. Scheduling and dispatch are the processes of assigning and managing the service personnel who deliver the services to the customers. Scheduling and dispatch are closely related to demand forecasting, as they depend on the accurate prediction of the service demand.
Data collection and integration
The first step in demand forecasting is to collect and integrate relevant data from various sources. These may include 
Customer data, 
Service history, 
Inventory levels, 
Weather data, 
Competitor data, and 
Market data. 
Service providers can create a comprehensive view of their customers and their demand patterns by integrating data from multiple channels and systems, such as CRM, ERP, IoT devices, and social media platforms. Moreover, service providers can ensure data quality and consistency by creating a centralized data repository for analysis.
Predictive analytics models
The next step in demand forecasting is to utilize advanced analytics techniques to develop predictive models based on historical data. These models can help identify patterns and trends in customer demand and forecast future demand based on various scenarios. For example, service providers can use regression analysis, time series analysis, machine learning, and artificial neural networks to forecast demand based on factors such as seasonality, holidays, promotions, and events. Additionally, service providers can incorporate external factors that may affect customer demand, such as economic conditions, consumer preferences, and competitor actions.
Real-time data and monitoring
Another important aspect of demand forecasting is to utilize real-time data for demand monitoring and adjustments. 
By tracking customer demand patterns and trends in real-time, service providers can gain insights into their customers' current and emerging needs. 
Moreover, service providers can dynamically adjust their scheduling and resource allocation using real-time data based on the actual demand situation. 
For example, service providers can use dashboards, alerts, and notifications to monitor demand fluctuations and respond accordingly. Furthermore, service providers can use real-time data to optimize their field service applications and improve their service delivery.
Collaborative forecasting and inputs
Demand forecasting is not a one-way process; it requires the involvement of relevant stakeholders from different departments and functions. 
By involving sales, marketing, and operations teams in the demand forecasting process, service providers can leverage their insights and expertise to improve the accuracy of their forecasts. 
Moreover, by using collaborative tools and platforms, such as cloud-based service scheduling software or mobile applications, service providers can facilitate communication and coordination among different teams and stakeholders. Additionally, by incorporating feedback from customers and employees into the demand forecasting process, service providers can enhance their understanding of customer expectations and preferences.
Continuous improvement and refinement
The final step in demand forecasting is regularly evaluating and refining the forecasting models and strategies. Service providers can improve their forecasting performance over time by analyzing the forecast accuracy and identifying the sources of errors or deviations. 
Moreover, service providers can ensure that their forecasts are relevant and reliable by incorporating feedback and adjusting the forecasting parameters and assumptions based on changing conditions or new information. Furthermore, service providers can systematically monitor and improve their demand forecasting processes by using continuous improvement methods such as Plan-Do-Check-Act (PDCA) or Six Sigma DMAIC (Define-Measure-Analyze-Improve-Control).
Big data analytics can significantly improve demand forecasting for scheduling and dispatch for service-oriented businesses. 
Led by CEO Yogesh Choudhary, service providers leverage advanced data integration and predictive modeling to optimize scheduling. Real-time data monitoring and collaborative forecasting involve stakeholders, ensuring accuracy. This approach, powered by big data analytics, enhances resource utilization, reduces operational costs, boosts customer satisfaction, and fosters a competitive edge in the market.
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suyashkaushik · 2 years ago
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Strategies for Managing and Optimizing Field Service Dispatch in the Utilities Industry
Field service is a vital component of the utility industry, as it ensures the delivery of essential services such as electricity, water, gas, and telecommunications to customers. According to projections, the size of the worldwide service management market, which was estimated at USD 3.12 billion in 2018, will increase at a CAGR of 16.9% from the year 2019 to 2026, reaching USD 10.81 billion.
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Field service in utilities is a complex and challenging endeavor. Utilities must contend with a variety of factors, including complex infrastructure, aging equipment, high customer expectations, and regulatory compliance. In order to meet these challenges, it is essential for utilities to optimize their dispatch processes. 
This can be achieved by implementing a variety of strategies, such as using advanced technologies, improving communication and collaboration, and training employees on best practices. By optimizing their dispatch processes, utilities can improve the quality and reliability of their service, which will lead to increased customer satisfaction and loyalty.
The blog post discusses the importance of field service dispatch in the utility industry and provides strategies for managing and optimizing field service dispatch. The post also discusses the critical nature of utility dispatch, predictive maintenance in utilities, crisis and emergency management, and regulatory compliance and reporting.
Critical Nature of Utilities Dispatch
Dispatch is the procedure of assigning and overseeing field service jobs, such as installation, upkeep, repair, assessment, or crisis reaction. Dispatch in utilities is particularly basic, as any postponement or inefficiency can have genuine outcomes for clients and networks.
Here are some specific examples of the consequences of delays or inefficiencies in utility dispatch:
A delay in dispatching a technician to repair a power outage could leave customers without power for an extended period of time, which could impact their ability to work, stay cool, or keep food safe.
An inefficiency in the dispatch process could lead to technicians being sent to the wrong location, which could waste time and resources.
A failure to dispatch a technician to an emergency situation could have serious consequences, such as injury or death.
Therefore, it is essential for utility companies to have a well-functioning dispatch system in place.
Predictive Maintenance in Utilities
One method that utilities can use for Scheduling optimization for field service teams is adopting predictive maintenance strategies. Predictive maintenance uses data from IoT devices and predictive analytics to monitor the condition and performance of equipment and assets and to identify potential failures or issues before they occur.
By using predictive maintenance, utilities can reduce the frequency and severity of breakdowns, enhance the reliability and lifespan of their equipment, and lower their maintenance costs. Additionally, predictive maintenance allows utilities to schedule maintenance tasks strategically, avoiding peak hours or periods of high demand and minimizing service disruptions.
Overall, predictive maintenance is a valuable tool that can help utilities improve their operations and reduce costs.
Crisis and Emergency Management
Another way that utilities can optimize their dispatch processes is by developing protocols for crisis and emergency management. Crisis and emergency situations are inevitable in the utility industry, as they can be caused by natural disasters, accidents, vandalism, cyberattacks, or human error. However, utilities with the Advantages of dispatch software can mitigate the impact of these situations by having a clear and comprehensive plan for rapid response. This plan should include:
A communication system that alerts all relevant parties (dispatchers, field technicians, customers, and authorities) of the situation.
A prioritization system that assigns tasks based on urgency, location, and availability of resources.
A coordination system that integrates dispatchers, field technicians, contractors, suppliers, and other stakeholders.
A contingency system that provides backup resources and alternative solutions.
A recovery system that restores service as quickly as possible.
A feedback system that evaluates the performance and outcomes of the response.
Regulatory Compliance and Reporting
A final way that utilities can optimize their dispatch processes is by ensuring regulatory compliance and reporting. The utility industry is subject to various regulations and standards that aim to protect the safety, quality, and sustainability of the service. These regulations and standards require utilities to maintain accurate records and reports of their field service activities, such as:
The following information should be recorded for each task:
Type of task
Date and time of task
Duration of task
Location of task
Status of task
The following information should be recorded for each technician:
Name of technician
Qualifications of technician
Certifications of technician
Performance of technician
The following information should be recorded for each piece of equipment:
Condition of equipment
Usage of equipment
Maintenance history of equipment
Warranty of equipment
The following information should be recorded for each service:
Customer feedback on service
Satisfaction rating of service
By complying with these regulations and standards, utilities can avoid fines or penalties, improve their reputation and credibility, and demonstrate their commitment to excellence.
In the utility industry, field service dispatch stands as a linchpin for success, shaping service reliability, customer satisfaction, and operational efficiency. Recognizing the pivotal role of dispatch processes, CEO Yogesh Choudhary has championed innovative strategies within the organization.
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lonestardust · 5 months ago
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MARJAN'S PEOPLE Preparing for Her Wedding At The Firehouse. 9-1-1 : LONE STAR : S05E10 "All Who Wander"
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beatcroc · 1 year ago
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international shipping my nemesis
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seonghwacore · 1 year ago
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cus yeosang's cavities wont get him into a dating scandal but driving license will. if you still dont know, the long, old, trad indication around that in kpop bud 🫳🫳
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fencesandfrogs · 11 months ago
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Embracing my identity as a trains autistic
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daintilyultimateslayer · 4 days ago
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asset management company
asset management company
Field Service Management Software An Essential Tool for Field Technicians
Contractors need more than just tools — they need a system that streamlines operations, boosts efficiency, and ensures seamless project execution. That’s where Field Service Management (FSM) software comes into play! Key Benefits:
Optimized Scheduling & Dispatching: Ensure the right technician is at the right place at the right time.
Real-Time Job Tracking: Monitor progress and make adjustments on the fly.
Enhanced Customer Satisfaction: Deliver reliable and timely services, building stronger client relationships.
Comprehensive Reporting: Get detailed insights into job performance and operational efficiency.
Etaprise is at the forefront, offering cutting-edge FSM solutions tailored for contractors. Discover how our software can revolutionize your field operations!
AI-Powered Field Service Management for Enterprises
Unlock enterprise growth with Etaprise. Our AI-powered field service solution drives success and elevates your business…
etaprise.com
2010 El Camino Real # 1139, Santa Clara, CA 95050.
T: +1 669 777 5279
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xpiester333x · 26 days ago
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Average night at work:
"Mari how do I do my timecard?"
I dont know, I'm not salary and I'm not your manager.
"Mari can I have permission for stat delivery?"
I'm not a manager, I cannot approve that.
"Mariiii can you look over this paper work and approve it for me?"
I'm not a manager, no.
"Hey Mari, do you know why Tina quit?"
No, I'm not a manager so I don't have that information. And actually if I did, it's not your business
"Mari, what do you think we should do with this patient?"
I dont know. Im not a nurse. Im also not your boss.
"Mariii, didn't you see the PTO request I sent you?"
No, because I dont do your schedule. I'm not your manager.
*Nurse on the phone with the team leader* "Well Mari told me I should do that"
*Me in the background* No I did not!
I am quite literally about to lose my mind. This has been going on for a year. I'm going insane. How many times do I have to say it. How many times?? 6 months ago I started a shut down method. When they ask me anything I immediately say "I dont know" and leave it at that. And you know what?? THEY STILL ASK.
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swivltech · 4 months ago
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Top Benefits of Using a Schedule and Dispatch Software
Schedule dispatch software is no longer a luxury—it’s a necessity for businesses looking to stay competitive. From streamlining operations and reducing costs to enhancing customer satisfaction and enabling data-driven decisions, its benefits are undeniable. Swivl Tech offers advanced solutions to help businesses optimize their scheduling and dispatch processes. If you're ready to improve efficiency and take your operations to the next level, now is the time to explore how schedule dispatch software can transform your business.
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sleepingthruchem · 5 months ago
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Pros and cons list help me
Help me pros and cons list
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equiprsoftwaresworld · 6 months ago
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Crane Scheduling Software
Crane scheduling software developed specifically for the construction industry is available from Equipr Software, based in Sippy Downs, Queensland. Our solutions enhance the efficiency of crane rigging, rental, and management through comprehensive allocation, maintenance, and operations features. Kindly reach out to 1300 100 365 at your earliest convenience.
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teachchildhowtoread2021 · 11 months ago
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artisticdivasworld · 11 months ago
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Save Time and Reduce Cost with Automation
Let’s talk about something we all wish we had more of in the trucking industry: time and money. It’s no secret that running a trucking business is tough. Between keeping up with the endless regulations, dealing with unexpected repairs, and managing all the paperwork, it feels like there are never enough hours in the day. And let’s not even start on the costs piling up. But what if I told you…
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Paratransit Dispatch Software: Enhancing Service Quality and Passenger Satisfaction Through Driver Feedback and Performance Evaluation
Understanding the Role of Paratransit Dispatch Software
Paratransit dispatch software plays a critical role in managing and optimizing transportation services for individuals with disabilities and special mobility needs. This specialized software integrates with various components such as Paratransit scheduling software, microtransit software, and Public transportation software to ensure efficient scheduling, routing, and dispatching of vehicles. One key aspect of paratransit dispatch software is its ability to incorporate driver feedback and performance evaluation mechanisms, which are instrumental in improving service quality and enhancing passenger satisfaction.
Importance of Driver Feedback in Service Improvement
Driver feedback serves as a valuable source of insights into the operational aspects of paratransit services. By soliciting feedback from drivers regarding route efficiency, passenger interactions, and vehicle conditions, dispatchers and transit managers can identify areas for improvement and implement targeted interventions. Driver feedback mechanisms in paratransit dispatch software enable continuous communication and collaboration between drivers and management, leading to more responsive and customer-centric service delivery.
Utilizing Performance Evaluation for Enhanced Service Quality
Performance evaluation tools embedded within paratransit dispatch software enable transit agencies to assess driver performance objectively. Key performance indicators (KPIs) such as on-time performance, adherence to schedules, and customer satisfaction ratings are tracked and analyzed to identify high-performing drivers and areas needing improvement. Performance data allows for personalized training and coaching programs, leading to improved driver behaviors, service reliability, and overall service quality.
Impact on Passenger Satisfaction and Accessibility
The integration of driver feedback and performance evaluation in paratransit dispatch software directly impacts passenger satisfaction and accessibility. By addressing operational challenges identified through driver feedback, transit agencies can enhance service reliability, reduce wait times, and improve the overall passenger experience. Performance-driven improvements also contribute to increased accessibility for individuals with disabilities, ensuring timely and reliable transportation services.
Future Trends: Innovations in Paratransit Dispatch Software
As technology advances, paratransit dispatch software continues to evolve with innovative features and functionalities. Predictive analytics, real-time monitoring, and AI-powered optimization algorithms are among the emerging trends shaping the future of paratransit dispatch systems. These advancements enable proactive service adjustments, dynamic routing optimizations, and predictive maintenance, further enhancing service quality and passenger satisfaction.
In conclusion, paratransit dispatch software plays a vital role in optimizing transportation services for individuals with disabilities. By leveraging driver feedback and performance evaluation tools, transit agencies can proactively address operational challenges, improve service quality, and enhance passenger satisfaction. As technology continues to advance, the evolution of paratransit dispatch software will drive continuous improvements in accessibility and service excellence within the transit industry.
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mercvry-glow · 2 months ago
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Stop making this hurt
parings. jack abbot x doctor!reader
summary. jack knew he didn’t want to go to pitt fest, instead suggesting you take a few of your girl friends on your day off. little does he know that decision leads to you experiencing the worst day of your life without him.
warnings. pitt fest incident, guns/shootings, hospital setting, blood and gore, reader gets hurt, death (not reader), medical inaccuracies and not show accurate but i tried my best, jack and robby are stressed af, let me know if there's anything else!
notes. finally my first pitt fest fic, hopefully this is angsty enough for ya'll and pleases all of my anons who asked for this! I love all of you, thank you for almost 300 followers and as always any and all feedback is appreciated!
wc. 3600+
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You knew it was a long shot trying to convince Jack to come with you to Pitt-Fest.
Crowds were never his thing, not even before his time as an Army medic. Too loud, too many moving parts, too unpredictable. Add a decade of trauma medicine on top of that, and the thought of shoulder-to-shoulder festival traffic was enough to make him visibly tense. You didn’t blame him — not even a little.
And as much as you loved your husband, you weren’t going to fight him on this one.
“Go have fun,” he’d told you that morning, standing in the doorway in his usual worn t-shirt and sweats, a coffee mug in one hand and the other wrapped around your waist. “Text me when you get there. And text me again when you leave. And maybe don’t lose your phone this time?”
You’d rolled your eyes, kissed him once, then twice — and promised to behave.
Truly, it was better for him to spend his one of his days off actually resting, not galavanting around the venue with you and your friends, half-drunk on overpriced cider and yelling about pierogi trucks.
So you let yourself enjoy it. The chaos, the music, the warm breeze coming off the river. You danced with your friends in the middle of the concert to some college band playing covers too fast. You tasted six different kinds of barbecue and took a picture with a guy dressed like a giant bottle of Heinz ketchup. And every couple hours, your phone buzzed with a little check-in from Jack — usually short, always a little dry since he wasn’t a big texter.
JACKY [1:14 PM] You hydrated today or just vibes?
JACKY [3:06 PM] Hope the pierogi truck is worth the foot traffic.
JACKY [4:11 PM] Home if you need me. 
You were smiling at that last one about to respond around 5pm, standing in line for boozy lemon slushies with Emma and a few others, when it happened.
At first, it was just a sound — one that didn’t register immediately. A sharp crack in the distance. Then another. Then screaming.
The crowd surged before your brain caught up. Someone dropped their drink. Someone else shoved you sideways. Your phone slipped out of your hand and hit the pavement.
“Is that—” Emma started to say, eyes wide.
You grabbed her wrist and pulled. “Run.”
You didn’t know where the shots had come from. You didn’t stop to look. You just moved — through the panicked chaos, toward the edge of the crowd, ducking behind a food truck with a group of strangers just as another round cracked the air like lightning.
Your chest was tight. Ears ringing. People were yelling. Crying. Calling for help. And your phone—your phone was still on the street.
Jack.
You couldn’t call him.
But he’d know. You didn’t know how, you just knew.
And however a mile away, as police scanners lit up and trauma alerts pinged on hospital radios, Jack was already on his feet — keys in hand, work boots half tied—and heart racing faster than he’d felt since he returned to US soil.
He didn’t wait for a callback. Didn’t care that he wasn’t on the schedule. He grabbed his badge and his trauma bag and was in the truck before the next dispatcher finished her second sentence.
Because something had happened at Pitt-Fest.
And you were there.
It really sounded like a firecracker at first — maybe someone messing around near the alley that ran behind the Pitt-Fest booths. But then came the second, then the third. Screaming followed.
You turned your head just in time to see another wave of people running. And then—
“EMMA!!”
She was beside you one second, and the next, she was down.
You didn’t think. You couldn’t think. You just dropped to your knees, catching her head before it hit the pavement, your mind going a mile a minute.
“Hey, hey—Em—look at me,” you said, your voice louder than you realized. “Where were you hit?”
Her mouth opened, but no sound came out. Her hands were pressed to her stomach, blood already soaking through her shirt and fingers.
“Fuck,” you hissed. “Okay. Okay, pressure. Emmy, stay with me. You’re gonna be okay.”
You barely noticed the searing pain until your legs buckled and you were on your side. A sharp, ripping sensation tore through your ribs like glass.
Shot. 
You had been shot too.
Someone was shouting. A vendor nearby had flipped a table and was screaming for people to duck. A stranger—a kid, maybe barely twenty not much younger than you—ran toward you both through the chaos, eyes wide.
“Are you hurt? I have a truck—”
“Help us—please!” you said, trying to sit up, trying not to black out. “I’m a doctor—ER. Trauma. She needs a hospital now.”
He nodded, panicked, glancing at the blood now pooling on the concrete. “We’re like five blocks from PTMC—I’ll drive!”
You helped haul Emma up with shaking arms, biting back a cry when your chest screamed in protest. She groaned as you dragged her toward the curb, her weight nearly toppling you.
The kid had his pickup pulled up half on the sidewalk within seconds.
“Put her in the bed!” you ordered. “It’ll be faster to lift her in!”
Someone else joined—another panicked bystande —helping you hoist Emma into the truck bed as gently and as quickly as possible. You climbed in after her, teeth gritted, your once cute outfit sticky with blood.
“Go!” you screamed as the tailgate slammed shut behind you.
The engine roared and the truck peeled off, tires screeching. You barely held on, your legs braced against the wheel well, one arm clamped across Emma’s wound, the other pressing against your own side to slow the bleeding.
“You’re okay,” you told her, voice tight, even though you weren’t sure who you were trying to convince. “Emma, you’re gonna make it. You’re not fucking dying at Pitt-Fest! I won’t let you.”
Her eyes fluttered, and you cursed under your breath, checking her pulse. 
Thready. Too fast.
You knew you had minutes. Maybe less.
And somewhere in the back of your mind, you knew Jack was at the Pitt. On shift or not, he was always there when it mattered.
He had no idea you were on your way. Or that you were bleeding out in the back of a stranger’s truck, racing through downtown Pittsburgh.
But if you made it… if you could just hold on a little longer…
You’d see him again.
The truck rattled like it was going to fall apart with every pothole it hit on Carson Street. The shocks weren’t built for this kind of weight or speed, and the stranger behind the wheel didn’t care. He’d barely said a word since he’d skidded to a stop at the edge of the chaos. Now, you could barely hold your head up.
Emma was curled in on herself across from you, clutching the side of the truck bed like it was the only thing keeping her tethered to earth. Her glitter jacket was soaked through—Msot of it hers, some of it not—and her ponytail had come loose, curls hanging limp against her face.
You turned your head toward her, everything in you aching.
“Em,” you rasped.
She didn’t answer.
“Emma, look at me.”
She did, finally. Her lip was split, her eyes glassy. She was holding her side with one hand, the other shaking where it pressed against her stomach. Blood oozed through her fingers.
“Hurts,” she whispered.
“I know.” You reached out, hand slick and trembling. You were starting to feel lightheaded, the pain in your side sharp and spreading, warm and wet and endless. “You’re okay. You’re gonna be okay. We’re almost there.”
She nodded—but then her gaze dropped to your side, and her eyes widened. “Babe… you're—”
“Don’t look at me.” Your voice cracked, barely above a whisper. “Just breathe, Em. You’re okay. I’ve got you.”
You weren’t sure if that was true. The blood loss was getting worse. Your top was drenched. The bullet had torn low, near your hip, and every bump in the road sent fresh agony lancing through your whole body. You tried to apply pressure but your arm wouldn’t stop shaking.
The guy driving honked again, swerving around a city bus. Ahead, PTMC’s trauma bay came into view, the red trauma flags flapping against the gray building. Almost there. Almost safe.
Then Emma made a sound that shattered you.
It was small. Wet. A choking breath followed by nothing.
You lurched forward, dragging yourself toward her with everything you had left. 
“Emma—Emmy. Stay awake. Look at me.”
Her head lolled. Her eyes were still open, just barely. “I’m really cold,” she whispered.
“No, baby. No, you’re not.” You gathered her into your lap, tried to shield her with what strength you had left. “We’re here. You’re okay.”
The truck hit the curb at full speed, rocking the bed. The brakes screamed as it slid sideways, stopping half a second before it would’ve crashed into the wall of the trauma bay. And then hands—at least half a dozen of them—were yanking open the tailgate.
Chaos.
“Two critical GSWs in the back—Jesus, they’re both going out!”
“She’s losing consciousness!”
“Someone help me get her—”
“She’s coding!”
You heard all of it like you were underwater. You were vaguely aware of someone pulling Emma from your limp arms. Someone else catching you as your head dropped back, limp, blood seeping down your spine.
A nurse’s voice rang out as she tried to open your airway.
“Who is she—anyone got a name?!”
No one answered.
Inside the trauma bay, Jack was elbow-deep in yet another chest wound, barking orders, adrenaline humming through his veins. He didn’t hear the commotion at the ambulance bay over the noise of suction and a flatline monitor. Didn’t look up when the bay doors slammed open again.
Didn’t know.
Didn’t know that somewhere down the hall, two trauma rooms were opening side by side—one for your best friend who wouldn’t make it, and one for you, his wife, who just might.
Not yet.
But he would.
He always did.
Now rushing inside to the hub, “Her BP’s eighty systolic and dropping—she’s hemorrhaging fast.”
“Pulse is thready. Pupils sluggish.”
“Get Dr. Robby in here, now!”
The trauma bay was already spinning into motion when Michael stepped through the sliding doors, hand dragging down over his messy brown hair. He was halfway into his  new trauma gown as he crossed the room.
“What’ve we got?”
“GSW to the lower abdomen. Entry left, possible exit—can’t tell through the bleeding. She was brought in non-EMS, unknown downtime.”
Robinavitch’s eyes tracked the chaos instantly, sharp and assessing. He reached the foot of the bed and froze just long enough to squint at your face beneath the mask of blood, dirt, and bruises. Something flickered across his expression.
“…Is that—?”
“Yeah,” one of the nurses whispered. “That’s our second Abbot.”
He didn’t react. Not outwardly. Just snapped his gloves tighter and stepped in, voice calm but commanding.
“Alright. Let’s move. I need two large-bore IVs, type and cross, four units O-neg hanging yesterday, and someone page trauma surgery—now.”
A nurse slid a face shield over his head as he pulled the curtain closed behind him.
“Pressure dressing’s soaked through.”
“She’s crashing, Dr. Robby.”
Michael leaned in over your body, catching the faintest movement of your chest. He knew your voice, your laugh, the way you snapped off one-liners at Jack and him in the hall. And right now, none of that mattered. You were just another patient bleeding out on his table. And he was going to keep you alive.
“Hang another liter. Let’s get a FAST scan going—we need to find that bleed.”
A tech slid gel across your abdomen. The screen flared to life, the grainy black-and-white image revealing what they were dreading.
“She’s bleeding into her abdomen,” someone said.
“No kidding,” Robby muttered. Then louder: “Alright. We don’t have time. Prep her straight for the OR. I want her there five minutes ago.”
He pressed down on the wound with both hands, hard. Princess to his left winced.
“She should seee Jack,” she whispered.
“No,” he said firmly. “Jack needs her to still be breathing when he finds out.”
He looked down at you, your face pale and growing colder beneath his fingers.
“You hang on,” he said under his breath. “You do not die on me. He will never recover.”
You didn’t respond. Your eyes fluttered once, lips barely parted. A sound escaped, too soft to decipher as Mikey leaned closer. 
Not as a doctor now, but as a close friend. 
“What was that?”
Your mouth twitched. “Tell… Jack…”
But then your body jolted under his hands—heart monitor screaming into v-fib.
“Code!” someone shouted.
“Start compressions!” Robinavitch was already moving, calling for paddles. “One of you get Abbot!”
“But he’s still in Pink—”
“I don’t care if he’s in surgery or nott,” he snapped. “Tell him it’s his wife. Tell him she’s coding.”
Across the hospital floor, Jack looked up—something in his chest going cold before he even knew why.
The Pink Zone was chaos, and Red was a shit show. 
Jack had blood smeared to his elbows and the kind of tension in his jaw that only came from running full tilt on no sleep. His short, curls—streaked at the temples with silver—were plastered to his forehead with sweat. His hazel eyes, usually sharp and quick, were laser-focused on the wound in front of him.
“Clamp—now,” he barked, voice low and lethal.
The security guard on the table had been fine for the minute, eventually turning critical. Shrapnel to the chest. He’d already coded once in triage. Jack had cracked him open right there on the gurney, and there was no room in his world for anything else.
Until—
“Dr. Abbot!”
He didn’t look up. “Hold pressure!.”
“Jack!”
That voice. Too familiar.
He finally looked.
One of the new night shift  interns stood just inside the trauma bay doors, Jacob’s own scrubs stained and his expression wrecked. And he never looked wrecked.
Jack straightened, adrenaline still coursing, brow furrowed. “What?”
Jacob’s mouth opened—but nothing came out at first. He took a breath. Another. Then:
“She’s here. Your wife.”
The words didn’t land right at first. Jack blinked, frowning, like he hadn’t heard correctly.
“She what?”
“Gunshot wound to the abdomen. Came in the fourth or fifth wave from Pitt-Fest,” the young man said, voice tight. “They stabilized her. She was hypotensive on arrival. Tachy. Someone named Emma was with her—they were in the back of a civilian truck.”
The name Emma barely registered.
Jack’s pulse went sideways.
“She coded once—Robby sent her to the OR.”
“No,” Jack said, too fast, shaking his head. “No, she wasn’t even—she said she’d text me when—she wasn’t—”
The air felt thick. Too heavy. Too loud. His fingers curled into fists, shaking beneath his gloves.
“Dr. Abbot,” Someone said, stepping closer. “She’s still alive. They got her back. But you can’t leave right now. We need you here.”
Jack didn’t move.
“She asked for you,” Jacobs added quietly.
That broke something open.
Jack’s hazel eyes—usually unreadable—flashed wide. For half a second, pure panic. He turned, looking toward the hall that led to the elevators, toward OR.
But he couldn’t go. He knew it. The man on the table in front of him was dying.
And his wife… his wife was being cut open upstairs.
He squeezed his eyes shut once, breathing like it physically hurt. When he opened them, they were steely again. Grounded by sheer force of will.
“Tell Robinavitch to get me when she’s out,” Jack said. His voice was barely steady. “And tell him if she crashes again—he calls me. Immediately.”
“I will,” Jacob promised.
Jack didn’t answer. He just turned back to his patient like his spine was made of iron. Like his heart wasn’t bleeding under his ribs.
But his hands trembled—just once—before they found the scalpel again.
And he didn’t say another word about it, because what was there to say you could be gone before he even got to see you. 
Eventually the world returned in fragments.
A slow, stuttering beep. The soft rustle of hospital sheets. The sterile hum of fluorescent lighting. Everything hurt—but not sharply. Not like it had. Now it was dull and heavy, like your body was made of stone, barely yours.
You blinked against the overhead light. It took effort. Your limbs felt like they were filled with sand.
A shape moved beside you.
Jack.
He was hunched forward in the chair, elbows braced on his knees, hands clasped tight. His short, silvery curls were flattened on one side, sticking up in the back like he hadn’t moved in hours. His hazel eyes were fixed on the floor, red-rimmed, dark and distant.
Your heart monitor ticked just a little faster. He looked up immediately.
“Hey,” he breathed, already at your side.
You tried to smile, but your lips barely moved. “Hi.”
Jack let out a sound halfway between a laugh and a sob and reached for your hand. His touch was careful, reverent. “You scared the absolute hell out of me.”
“Me too,” you rasped.
He gave you a sip of water, helping steady the cup as you drank. When you pulled back, your throat still felt raw—but the words came anyway.
“Emma?”
Jack’s face changed.
The crack in his expression wasn’t obvious, but you’d seen it before—on the battlefiel, in different red zone code blues, in the quiet moments after a loss. He didn’t answer right away.
You already knew.
“…She didn’t make it,” he said softly. “They couldn’t even try. She was gone in the truck.”
Your breath hitched.
“She was getting married,” you whispered, tears already brimming. “She was twenty-eight, Jack...”
“I know.”
“She was going to try out for th-that promotion. She just bought her wedding dress last week—she wanted to show you, and—and she was finally gonna ask David to move in with—”
Jack didn’t try to stop your rambling grief. He just leaned in closer, resting his forehead against yours.
“I know,” he said again, voice thick. “I’m so sorry.”
You swallowed hard, your throat burning. “She died in my arms...”
His hand tightened around yours.
“I didn’t know it was you,” he murmured, guilt and grief bleeding into his voice. “I was a couple zones over. We were shoulder to shoulder with victims. I didn’t know until after they took you up to surge.”
You blinked fast. “Were you there when I came in?”
“Robby got you stable. Barely. Everyone just said it was bad. Said  one of ours went down.” His voice caught. 
“Jack.”
“I couldn’t go up,” he whispered. “They were still bringing bodies in. And you were already in surgery. I had to keep working.”
Your vision blurred again.
“I’m sorry.”
“Don’t be, you’re the one that got shot.” His hazel eyes were fierce now, even through the exhaustion. “You did everything you could. You kept Emma safe as long as you could. And you lived. That’s all that matters right now.”
You didn’t feel like it should be enough. Not with her gone, and the fate of the rest of your friends unknown. But the way Jack looked at you—like the entire world had stopped spinning until your heart started beating again—it made the pain settle differently.
He reached up and brushed your hair back, his touch gentle. “I’ve got you now. You’re safe.”
Since the first shots rang out at Pitt-Fest, you let yourself feel the weight of everything that had happened. 
Your fingers twitched under his, slow and aching, but deliberate. Jack noticed immediately, shifting to cradle your hand in both of his, as if he could anchor you there by touch alone.
“I love you,” you whispered, your voice shaky but sure. “Thank you for staying with me…”
Jack’s eyes closed, lashes trembling. His head bowed as his grip on your hand tightened, pulling it gently to his chest.
“I’d stay a thousand times,” he murmured. “I’d go through hell a thousand times if it meant getting you back.”
Your heart thudded painfully in your chest—because you believed him. There was no part of Jack Abbot that ever did anything halfway, least of all when it came to you.
“I thought I was going to die,” you whispered, barely able to get the words out. “In that truck. I-I knew Emma  was gone and—I couldn’t feel my legs. Everything hurt. I didn’t know if you’d even know…”
Jack leaned forward again, resting his forehead against your hands, breathing you in like he was trying to convince himself you were real. “I know now,” he said, voice rough. “And I’ve got you.”
You could feel the warmth of his breath on your cheek, the way his body trembled just slightly with the force of holding himself together.
“I kept thinking—‘he’s gonna be mad,’” you whispered. “Because I went without you. Because I didn’t duck fast enough. Because I let one of the girls get hit.”
“Stop,” he said, voice firm but thick with emotion. “You don’t need to carry that. Not even for a second.”
You nodded faintly, tears sliding into your hair. “She died, Jack. Emma died. And I couldn’t save her.”
He stayed quiet for a beat, then moved to press a kiss to your forehead, lingering there, like he could pour every unspoken word straight into your skin.
“I know,” he whispered. “And I’ll carry that with you. Every single day.” The monitors continued their slow, steady rhythm. Jack stayed at your bedside like he’d never leave it again.
Outside, the world kept spinning—grief, news headlines, recovery, chaos—but inside that quiet room, wrapped in his presence, you finally let yourself rest. Because you weren’t alone. Not anymore.
And you knew, in the deepest part of yourself, that Jack would keep holding on enough for the both of you—because that’s the type of man he was. 
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wandering-wolf23 · 1 year ago
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Tw: animal death
Lost one of my goats last night. First time mama who had big ass twins. We knew she was having twins and had a c-section scheduled for her at the vet, but she decided to kid in the truck bed on the way over.
We aren't entirely sure what happened. She was okay when she got to the vet and through the surgery for her stitches (they were chunky kids), but then she just... crashed. Even the vet isn't sure what happened. They did a quick necropsy on her and all the results we got was a "well, she lost blood and had a hard birth". Which... we knew. And that's $500 down the drain.
The kids are happy and healthy. Both are boys (which sucks, because I wanted a doe for a keepback) and they're taking well to the bottle. We've had no other issues with kidding. The other kids are smaller at one week old than her twins were at newborns. Baby wasn't too small for her kids, either - she was a good 130 lbs. The kids were just in a bad position and we didn't want to risk her being injured during birth.
Nature is cruel. It sucks. You can do everything right and it still goes south.
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