#ais is a sap

[ageless-aislynn]

We're back, baby.

[casualavocados]

Chen Yi smiling at/because of Ai Di

KISEKI: DEAR TO ME (2023)

[sophiethewitch1]

ill be quite frank, fic is not something you are owed. fandom is a community and if you are constantly treating your artists/writers like shit they will stop. they get nothing from this other than community feedback (comments. im talking about comments here) and thats it. and if you make stuff remember: unless youre getting paid, they dont owe you shit!!!!!

[ireallyamabear]

we had a presentation at work about on what developments the company wants to do in the next few years ... and most of it is AI. i'm so tired.gif. they showed us all how ai can create videos and images but .... we are in construction. we dont even do that shit. i'm even more tired.jif. and even if there's ai application that could theoretically do shit for us.... why is everyone so eager to go with a tech that isn't even fully developed yet. skeptical about every other digitalization thing but THIS we need. i cant sleep but im exhausted.png.

[partypanic]

I LOVE giving self-aware ai trauma SOOOO much heart emoji

[double-features]

≽^• ˕ • ྀི≼ --- “i need an easy friend ”

------------- >> SAV'S MASTERLIST!!

───────────────୨ৎ───────────────

pt. 1 . . . FANFICS :

-------- actual full length fics, not one shots!!

tate langdon : cobain ---- link

≽^• ˕ • ྀི≼ ------- synopsis: uhh just look at the fics description on wattpad, it basically explains it all!!

───────────────୨ৎ───────────────

pt. 2 . . . ONE SHOTS :

cooper day : three cheers for sweet revenge ---- link

≽^• ˕ • ྀི≼ ------- synopsis: moody boyfriend x sunshine partner on halloween real not clickbait!! reader convinces cooper to match halloween costumes with her, and landed on a specific mcr related couples costume!

peter maximoff : breakfast club ---- link

≽^• ˕ • ྀི≼ ------- synopsis: reader is considered a bit of a basket case amongst her classmates, an enigma to most. during detention one day, the annoying kleptomaniac decides to bother reader! the two totally dont hit it off at first, but eventually learn to appreciate one another

max cooperman : cinema nerd ---- link

≽^• ˕ • ྀི≼ ------- synopsis: when a film nerd and wannabe director gets invited to the movies by their cutie patootie best friend, sparks fly. reader geeks out over the cinematography and max just falls more in love with them

───────────────୨ৎ───────────────

pt. 3 . . . BOTS :

todd haynes : you like comics? ---- link

≽^• ˕ • ྀི≼ ------- synopsis: todd has the FATTEST crush on user, its really not as subtle as he thinks. so, when user is spotted at atomic comics, with a little push from his pals, todd finally makes a move on user! well, sort of

tate langdon : about a girl ---- w.i.p

≽^• ˕ • ྀི≼ ------- synopsis: based on my fic cobain. go read it!! its so much better than the bot. anyways. user is a musician who shares a couple classes with tate, and one lovely day whilst he was at a music store, user performs nirvana's about a girl. obviously tate fell in love right then and there

james patrick march : name of love ---- link

≽^• ˕ • ྀི≼ ------- synopsis: james finally found his new obsession. after decades of not getting over the countess, a specific guest has his smitten. so he did what any normal person would do and killed them to be with him forever! how sweet!

[angelinthefire]

For the record I think generative AI is just a tool and as such is morally neutral. It's the way it's used and the purpose it's used for that matters.

[localravenclaw]

I let my partner wingman my ai Sebastian into taking me to a Forbidden Forest date even though he was dodgy af about it and now I feel like fcking Princess Aurora. The gods are so good to me!

[astiacademy-dwc]

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[proteustechnologies]

What should I look for in an ERP solution

Everyone says that they have an ERP solution at a wide range of price points. How do I choose one for my SME

Longevity

Check if the ERP solution would meet your requirement 5 years from now when you grow say 5X, add new manufacturing locations, add different lines of business. ERPs not only need to address the growth volume of your business but need to adapt to the business process changes required as you grow.

How easy it is to use

Can your average user learn and adapt easily, this is more relevant for SME organizations trying to embrace ERPs , as they are not in a position to employ specially trained skills for ERP implementation or operations. Your cloud ERP should be intuitive to use and as simple and easy as an e-commerce website. Make sure that the user experience is simple and follows the typical standards of any web application.

A SaaS model helps

A SaaS based ERP allows you to start with very low opex costs and minimal investment. Your opex increases as your business grows and you have a more rational approach towards investment in technology.

What about open source

One major advantage of open source solutions is that there is no license cost to acquire it. Other than that, open source solutions really don't provide any additional benefits to the end customer, most of whom would like to concentrate on their business, rather than trying to change or modify the source code. Secondly since it is open source, support and feature enhancements are driven by the community and the community should be as eager as you to add a feature .

Check the total cost of ownership of open source solutions.

1.Requirement understanding costs

2.License costs

3.Hosting or cloud costs and all the licenses required to run the open source

4.Support costs

5.Cost and reliability of making changes in the solution

The connected EcoSystem

Organizations need to leverage on the connected ecosystem. Does your ERP provide open and easy connectivity to marketplaces, statutory bodies, vendor and customer systems, banks and financial intermediaries. Does it have the capability to provide APIs for easy and quick integration and implementation.

What about AI in ERP?

A number of ERP vendors have started incorporating AI in their ERP solutions, and most of them are Cloud ERP providers. It is impossible to incorporate the infrastructure required for AI on an stand alone ERP system, the costs become prohibitive. Cloud ERPs can build AI capabilities leveraging the cloud infrastructure and share the same infrastructure with all the users.

There are already a number of use cases where AI can be used in an ERP, for instance read unstructured documents / emails using AI and convert them to Sales orders, Expenses, GRN in the ERP. Flag transactions which seem irregular by nature, detect fraud or suspicious transaction, increase planning accuracy using AI, continuous auditing, realtime evaluation of your business partners and Ai driven business analytics and Insights

To conclude

Though most ERP vendors will try and match your requirement document either "out of the box" or by so called "minor" customisation, you need to look beyond the current requirements and ensure that your ERP vendor has a track record of adapting and leveraging trends in technology so that you will be able to stay ahead in the future.

Visit Our Site To Know More :-https://proteustech.in/

[ortezsamuel]

this is something that literally only appeals to me but a dsmp rvb au would solve all my problems right now

[digital-specialist]

Retail Digital Transformation Industry Opportunities and Growth Analysis, 2025-2030 - Global Market to Grow by Over $550 Billion During the Forecast Period.

[jorgenguldmann]

SAP Databricks and data fabric for operational system support.

I was excited to learn that the recent collaboration between SAP and Databricks has led to the introduction of SAP Databricks, a solution that seamlessly integrates Databricks’ Data Intelligence Platform within the SAP Business Data Cloud.  I do see this integration as being pivotal in enhancing operational systems by providing a unified data fabric that bridges SAP and non-SAP data, thereby…

[navitsap]

Understanding the VSR Optimizer in SAP TM

SAP Transportation Management (SAP TM) is an advanced solution designed to optimize transportation logistics, helping businesses streamline their supply chains, reduce costs, and improve operational efficiency. One of the standout features of SAP TM is the VSR Optimizer (Vehicle Scheduling and Routing Optimizer). This tool is a powerful resource that enables companies to automate and optimize their transportation planning, making it an invaluable asset for transportation professionals. In this article, we will explore the core functions, benefits, and considerations of the VSR Optimizer and how it can drive success in transportation management.

What is the VSR Optimizer in SAP Transportation Management?

The VSR Optimizer is an advanced planning tool integrated within SAP Transportation Management that optimizes vehicle scheduling, routing, and overall fleet management. By analyzing a wide range of variables, such as traffic conditions, weather forecasts, and vehicle capabilities, it recommends the most efficient routes and schedules, thus minimizing transportation costs while enhancing delivery accuracy. The optimizer helps companies maximize their fleet’s potential, ensuring timely deliveries while also reducing fuel consumption and vehicle wear.

Key Features of the VSR Optimizer

Route Optimization: The VSR Optimizer analyzes available routes and traffic data to recommend the most efficient paths for vehicles. By reducing idle time and ensuring smoother travel paths, it minimizes fuel usage and travel time, which lowers costs.

Load Optimization: Proper load distribution is crucial for efficient transport. The VSR Optimizer ensures that vehicles are loaded to their maximum capacity while adhering to weight restrictions, ensuring fewer trips are needed and resources are utilized effectively.

Real-Time Adjustments: The system can dynamically adjust transportation schedules and routes based on real-time changes, such as delays or sudden route blockages, making it highly adaptable to unforeseen circumstances.

Cost Efficiency: By combining route optimization and load planning, the VSR Optimizer helps reduce operational expenses, from fuel to labor costs, ultimately improving the company’s bottom line.

Why is VSR Optimization Essential for Transportation Management?

Transportation is one of the most expensive and critical components of the supply chain. Efficient management is vital for minimizing costs, improving service quality, and staying competitive in today’s market. The VSR Optimizer plays a central role in achieving these goals. Let's examine why VSR optimization is essential:

1. Cost Reduction

Transportation costs can account for a significant portion of operational expenses. The VSR Optimizer helps minimize these costs by suggesting the most fuel-efficient routes, reducing empty miles, and optimizing fleet capacity. This leads to cost savings on fuel, vehicle maintenance, and driver wages.

2. Improved Delivery Times

Late deliveries can damage a company's reputation and lead to dissatisfied customers. The VSR Optimizer ensures timely deliveries by dynamically adjusting schedules based on the most efficient routes and real-time traffic updates, making it a valuable tool for improving service reliability.

3. Environmental Sustainability

Sustainability is a growing concern for many organizations. The VSR Optimizer contributes to greener transportation by optimizing routes and load planning, leading to fewer trips, reduced emissions, and lower environmental impact.

The Impact of Artificial Intelligence on the VSR Optimizer

Artificial intelligence (AI) is the driving force behind the VSR Optimizer’s ability to provide highly accurate, real-time recommendations. AI algorithms process vast amounts of data, including historical traffic patterns, current weather conditions, and vehicle capacities, to provide optimal solutions.

By leveraging machine learning, the VSR Optimizer can predict potential delays or issues, helping businesses proactively adjust transportation plans. For example, if an accident causes a roadblock on a primary route, the AI-based optimizer can suggest an alternative path to avoid delays, ensuring that deliveries continue smoothly.

How the VSR Optimizer Enhances Transportation Efficiency

1. Comprehensive Data Analysis

The VSR Optimizer doesn’t operate in isolation; it pulls in a variety of data points to ensure optimal decision-making. Data sources like historical delivery data, traffic information, and even real-time vehicle location data are considered to create the most effective transportation plans. The optimizer can also account for external factors like weather forecasts to ensure delivery plans are accurate and timely.

2. Predictive Capabilities

The system not only reacts to current conditions but can also predict future ones. For example, if traffic congestion patterns suggest that a route will become heavily congested during peak hours, the VSR Optimizer can proactively adjust the schedule or route to avoid delays. This predictive functionality enables transportation managers to better prepare for changes in the logistics environment.

3. Scalability and Flexibility

Whether you're managing a small fleet or a large, multinational transportation network, the VSR Optimizer can scale to meet your needs. The system adapts to changes in route complexity, number of vehicles, or order volume without compromising performance. This flexibility is key to managing growing transportation needs.

Integrating the VSR Optimizer into SAP TM

SAP TM is a robust platform that provides end-to-end solutions for transportation management, and the VSR Optimizer fits seamlessly within this environment. It enhances the planning and execution stages by automatically optimizing routes and scheduling in real-time. Integration with other SAP modules like SAP S/4HANA or SAP Ariba ensures that all aspects of transportation, from sourcing to invoicing, are covered.

This integration provides a unified view of the entire transportation process, helping businesses make data-driven decisions that align with their overall supply chain strategy. It ensures that inventory management, route planning, and delivery schedules all work in sync, resulting in smoother operations.

The Key Benefits of Using the VSR Optimizer

1. Visibility and Transparency

The VSR Optimizer provides full visibility into transportation activities, allowing managers to track routes, delivery progress, and vehicle performance in real time. This level of transparency helps businesses identify potential bottlenecks and resolve issues quickly.

2. Improved Collaboration

With its integration into SAP TM, the VSR Optimizer helps break down silos within an organization. It ensures that all relevant departments—such as operations, sales, and customer service—have access to up-to-date transportation data, which promotes better collaboration and decision-making.

3. Better Fleet Utilization

Fleet management becomes more efficient with the VSR Optimizer. It ensures that vehicles are optimally utilized, reducing the need for underused or unnecessary vehicles. This leads to better fleet management and reduced operational costs.

4. Regulatory Compliance

Staying compliant with transport regulations is crucial for avoiding fines and penalties. The VSR Optimizer helps ensure that routes and schedules comply with regulations such as driver hours and load restrictions, which keeps the company on the right side of the law.

Challenges in Implementing the VSR Optimizer

Despite its benefits, implementing the VSR Optimizer can come with certain challenges. For instance, businesses must ensure they have accurate and up-to-date data inputs, as the optimizer’s effectiveness relies heavily on the quality of the data it processes. Additionally, employees must be trained to use the system effectively to maximize its potential.

1. Data Quality and Accuracy

The VSR Optimizer’s effectiveness depends on the accuracy of the data it analyzes. If there are discrepancies in route data, vehicle information, or traffic conditions, the optimizer may not provide optimal suggestions, leading to inefficiencies.

2. System Integration

For companies that use multiple systems or legacy platforms, integrating the VSR Optimizer into existing infrastructure can be complex. This process requires careful planning and resources to ensure that all systems work harmoniously.

3. Training and Skill Development

While the VSR Optimizer offers advanced features, ensuring that employees understand how to use the tool effectively is critical. Organizations must invest in training their teams to navigate the system and harness its full potential.

Best Practices for Maximizing the Value of the VSR Optimizer

To get the most out of the VSR Optimizer, here are some best practices:

Ensure Data Accuracy: Make sure your data inputs are current and reliable to ensure optimal recommendations from the optimizer.

Leverage Predictive Analytics: Use the system’s predictive capabilities to prepare for potential disruptions and optimize transportation plans proactively.

Train Your Team Regularly: Regularly update your staff’s training to keep them informed of new features and best practices.

Monitor Performance Metrics: Continuously track performance metrics, such as on-time delivery and cost savings, to evaluate the effectiveness of the optimizer.

Conclusion

The VSR Optimizer in SAP Transportation Management provides a sophisticated, data-driven approach to improving transportation logistics. By optimizing routes, schedules, and fleet utilization, businesses can achieve significant cost savings, improve delivery times, and enhance customer satisfaction. However, successful implementation requires careful attention to data accuracy, system integration, and employee training. By overcoming these challenges, organizations can unlock the full potential of the VSR Optimizer and position themselves for greater success in the competitive field of transportation management.

[travel-spend-management]

Role of Ai in Business Travel Management

Imagine returning from a business trip with pockets full of receipts—taxis, meals, client entertainment—and facing the tedious task of sorting them out before submitting your expense report. Historically, travel and expense (T&E) management has been time-consuming and error-prone, with employees struggling to keep track of receipts and finance teams dealing with missing documentation and data entry backlogs. According to the SAP Concur Global Business Travel Survey, 88% of business travelers globally encountered unexpected challenges in the past 12 months, often leading to additional time and expenses on the road.

The good news is that AI-powered, mobile-first T&E solutions are changing this scenario. They simplify processes, improve accuracy, and deliver insights that strengthen an organization’s financial health. The same SAP Concur survey reveals that 95% of business travelers would consider using AI for tasks like automating documentation, capturing and reporting expenses, and finding sustainable travel options.

Let’s explore how AI is transforming business travel management.

Enhancing user experiences

AI simplifies operational tasks, freeing employees from manual data entry and tedious workflows. According to SAP Concur research, 89% of business travelers are open to using AI for tasks like booking travel—especially if they receive proper training and assurance. This shift enables more personalized travel recommendations, better pricing options, and faster reimbursements.

Improving operational efficiency

AI-powered T&E platforms like SAP Concur streamline the entire process, from booking travel to automating approvals. Employees can simply snap a photo of a receipt, and AI accurately populates expense fields. Real-time itinerary updates and automated notifications make staying compliant and on-budget effortless.

Insights and analytics for better decisions

It’s not just about collecting spend data; it’s about extracting actionable insights. Finance teams can spot trends and understand patterns, allowing for faster and more productive decisions. Managers can use this data to lower costs and improve employee satisfaction. According to SAP Concur, 42% of travel managers felt under senior management pressure to reduce travel costs. AI-powered reporting tools integrated into the T&E solution help managers lower costs and satisfy leadership. With features like Request Assistant in Concur Request, employees can use AI in travel to develop trip estimates even before any spending occurs, helping them stay within budget while enabling faster approvals.

AI-driven fraud detection

A major challenge that finance managers and travel booking teams face is fraudulent receipts and expense claims. Traditional and manual methods are not enough to spot such irregularities. Tools like SAP Concur use AI to analyze spending trends, check the authenticity of receipts, conduct comparisons with historical data, and highlight anomalies. Concur Detect by Oversight tracks patterns in expense data to identify repetitive fraud and misuse. Over time, such analyses help deter employees from claiming fraudulent expenses.

Ensuring policy compliance

Compliance goes beyond following rules or maintaining security. It is also about accountability and efficient processes, ensuring that every dollar spent on a business trip is accounted for to minimize non-compliant spending. SAP’s research shows that 35% of business travelers are open to using AI in business travel to ensure compliance with their organization’s policies, while nearly half want reassurance that their personal data is safe. SAP Concur’s integrated solutions support data security, policy enforcement, and a streamlined reporting experience.

A mobile-first approach

Business travelers shouldn’t be tethered to a desk to file expenses. With mobile-friendly AI-powered solutions, employees can photograph receipts and submit reports in minutes. Managers can review and approve on the go, reducing unnecessary delays and cumbersome email exchanges.

Key takeaways

AI is already reshaping how organizations handle travel and expenses. To determine if it’s time for an AI-powered T&E solution, consider whether:

Employees and finance teams find expense reporting cumbersome.

Finance managers frequently face policy violations.

Travel costs consistently exceed planned budgets.

Employees often file expense reports late.

Reducing the cost of business travel is a priority.

Your finance team struggles with multiple currencies and regional policies.

If you answered yes to any of these questions, it’s time to reconsider your T&E management approach. Reach out to us and learn how AI-powered SAP Concur can help your organization save time, reduce costs, and streamline travel expense management.

[initium-digital]

AI, ML & Generative AI: Shaping the Future of Business

Artificial Intelligence (AI) and Machine Learning (ML) are revolutionizing businesses by enhancing decision-making, automating processes, and driving efficiency. From predictive analytics in retail to anomaly detection in finance, AI is helping industries optimize operations and deliver personalized experiences.

Taking innovation further, Generative AI empowers businesses to create content, simulate scenarios, and streamline workflows. Whether it’s AI-powered chatbots for seamless customer support or synthetic data generation for privacy-compliant insights, these technologies are unlocking new opportunities.

Businesses across sectors, including healthcare, finance, e-commerce, and manufacturing, are leveraging AI for competitive advantage. Those who embrace AI-driven transformation today will lead the industries of tomorrow.

🔗 Dive deeper into the AI-driven future of business with Initium Digital. Learn more about their innovative solutions here.