#document retrieval

[pdqdocs]

Document management software: automate workflows and minimize repetitive tasks

Document management software (DMS) is an important tool for organizations seeking to enhance their efficiency in storing, sharing, tracking, and managing documents electronically. With features like version control, workflow automation, and robust security, a DMS can transform how businesses operate.

Investing in document management software like PDQDocs is sure to revolutionize your business operations. This software will automate workflows and minimize repetitive tasks while enhancing productivity, improving compliance, and securing your files. Whether you're a solo practitioner or part of a small law firm, PDQDocs is the perfect solution for simplifying your document management needs.

Key Features and Benefits

Centralized Storage - DMS provides a secure and centralized repository for all documents that simplify the process of finding and accessing important files.

Version Control – It keeps track of different document versions effortlessly, allowing users to revert to previous versions when necessary.

Workflow Automation – It automates document-related processes such as routing for approvals or reviews. It saves time and reduces manual effort.

Enhanced Collaboration – It facilitates teamwork by enabling multiple users to access and work on documents simultaneously, improving overall productivity.

Improved Security - DMS offers advanced security features, including access controls and encryption so that sensitive documents are well-protected.

Search and Retrieval – It quickly locates documents using keywords, metadata, or other search criteria, making information retrieval efficient.

Compliance - It helps your organization meet regulatory requirements with audit trails and version histories that maintain accountability.

Why Choose PDQDocs?

PDQDocs is an innovative document management solution tailored for small businesses and legal professionals.

Streamlining Document Creation

It enables users to create unlimited document templates, allowing for customizations that meet specific needs. This flexibility ensures efficient and accurate documentation. All your documents will be managed in one place, your ultimate document management software.

Advanced Automation Features

The software automates the document generation process, significantly enhancing productivity. This means users can focus on strategic tasks rather than repetitive documentation.

Centralized Document Management

Managing multiple clients and projects are always overwhelming. It simplifies this with a centralized system for easy document storage, editing, and retrieval, including direct emailing from the platform. It has a centralized document storage system and users can easily store, edit, retrieve, and share documents.

User-Friendly Interface

Designed with simplicity in mind, it features an intuitive interface that minimizes the need for extensive training, allowing businesses to maximize benefits from day one. Whether drafting contracts, legal agreements, or essential documents, this Document automation software streamlines the process and reduces repetitive tasks with ease.

Ideal for Law Firms and Small Businesses

While beneficial for all small businesses, it is particularly suited for law firms. It meets the unique needs of solo practitioners and small firms by automating legal document creation, enhancing productivity, and reducing administrative burdens.

[ameriserve]

[ceruleanfuckup]

I'm so excited for my D&D campaign

[juuret]

Might apply for a job i don't want, wish me luck

[jvzebel-x]

🦋

[jcmarchi]

Why Agentic Document Extraction Is Replacing OCR for Smarter Document Automation

New Post has been published on https://thedigitalinsider.com/why-agentic-document-extraction-is-replacing-ocr-for-smarter-document-automation/

Why Agentic Document Extraction Is Replacing OCR for Smarter Document Automation

For many years, businesses have used Optical Character Recognition (OCR) to convert physical documents into digital formats, transforming the process of data entry. However, as businesses face more complex workflows, OCR’s limitations are becoming clear. It struggles to handle unstructured layouts, handwritten text, and embedded images, and it often fails to interpret the context or relationships between different parts of a document. These limitations are increasingly problematic in today’s fast-paced business environment.

Agentic Document Extraction, however, represents a significant advancement. By employing AI technologies such as Machine Learning (ML), Natural Language Processing (NLP), and visual grounding, this technology not only extracts text but also understands the structure and context of documents. With accuracy rates above 95% and processing times reduced from hours to just minutes, Agentic Document Extraction is transforming how businesses handle documents, offering a powerful solution to the challenges OCR cannot overcome.

Why OCR is No Longer Enough

For years, OCR was the preferred technology for digitizing documents, revolutionizing how data was processed. It helped automate data entry by converting printed text into machine-readable formats, streamlining workflows across many industries. However, as business processes have evolved, OCR’s limitations have become more apparent.

One of the significant challenges with OCR is its inability to handle unstructured data. In industries like healthcare, OCR often struggles with interpreting handwritten text. Prescriptions or medical records, which often have varying handwriting and inconsistent formatting, can be misinterpreted, leading to errors that may harm patient safety. Agentic Document Extraction addresses this by accurately extracting handwritten data, ensuring the information can be integrated into healthcare systems, improving patient care.

In finance, OCR’s inability to recognize relationships between different data points within documents can lead to mistakes. For example, an OCR system might extract data from an invoice without linking it to a purchase order, resulting in potential financial discrepancies. Agentic Document Extraction solves this problem by understanding the context of the document, allowing it to recognize these relationships and flag discrepancies in real-time, helping to prevent costly errors and fraud.

OCR also faces challenges when dealing with documents that require manual validation. The technology often misinterprets numbers or text, leading to manual corrections that can slow down business operations. In the legal sector, OCR may misinterpret legal terms or miss annotations, which requires lawyers to intervene manually. Agentic Document Extraction removes this step, offering precise interpretations of legal language and preserving the original structure, making it a more reliable tool for legal professionals.

A distinguishing feature of Agentic Document Extraction is the use of advanced AI, which goes beyond simple text recognition. It understands the document’s layout and context, enabling it to identify and preserve tables, forms, and flowcharts while accurately extracting data. This is particularly useful in industries like e-commerce, where product catalogues have diverse layouts. Agentic Document Extraction automatically processes these complex formats, extracting product details like names, prices, and descriptions while ensuring proper alignment.

Another prominent feature of Agentic Document Extraction is its use of visual grounding, which helps identify the exact location of data within a document. For example, when processing an invoice, the system not only extracts the invoice number but also highlights its location on the page, ensuring the data is captured accurately in context. This feature is particularly valuable in industries like logistics, where large volumes of shipping invoices and customs documents are processed. Agentic Document Extraction improves accuracy by capturing critical information like tracking numbers and delivery addresses, reducing errors and improving efficiency.

Finally, Agentic Document Extraction’s ability to adapt to new document formats is another significant advantage over OCR. While OCR systems require manual reprogramming when new document types or layouts arise, Agentic Document Extraction learns from each new document it processes. This adaptability is especially valuable in industries like insurance, where claim forms and policy documents vary from one insurer to another. Agentic Document Extraction can process a wide range of document formats without needing to adjust the system, making it highly scalable and efficient for businesses that deal with diverse document types.

The Technology Behind Agentic Document Extraction

Agentic Document Extraction brings together several advanced technologies to address the limitations of traditional OCR, offering a more powerful way to process and understand documents. It uses deep learning, NLP, spatial computing, and system integration to extract meaningful data accurately and efficiently.

At the core of Agentic Document Extraction are deep learning models trained on large amounts of data from both structured and unstructured documents. These models use Convolutional Neural Networks (CNNs) to analyze document images, detecting essential elements like text, tables, and signatures at the pixel level. Architectures like ResNet-50 and EfficientNet help the system identify key features in the document.

Additionally, Agentic Document Extraction employs transformer-based models like LayoutLM and DocFormer, which combine visual, textual, and positional information to understand how different elements of a document relate to each other. For example, it can connect a table header to the data it represents. Another powerful feature of Agentic Document Extraction is few-shot learning. It allows the system to adapt to new document types with minimal data, speeding up its deployment in specialized cases.

The NLP capabilities of Agentic Document Extraction go beyond simple text extraction. It uses advanced models for Named Entity Recognition (NER), such as BERT, to identify essential data points like invoice numbers or medical codes. Agentic Document Extraction can also resolve ambiguous terms in a document, linking them to the proper references, even when the text is unclear. This makes it especially useful for industries like healthcare or finance, where precision is critical. In financial documents, Agentic Document Extraction can accurately link fields like “total_amount” to corresponding line items, ensuring consistency in calculations.

Another critical aspect of Agentic Document Extraction is its use of spatial computing. Unlike OCR, which treats documents as a linear sequence of text, Agentic Document Extraction understands documents as structured 2D layouts. It uses computer vision tools like OpenCV and Mask R-CNN to detect tables, forms, and multi-column text. Agentic Document Extraction improves the accuracy of traditional OCR by correcting issues such as skewed perspectives and overlapping text.

It also employs Graph Neural Networks (GNNs) to understand how different elements in a document are related in space, such as a “total” value positioned below a table. This spatial reasoning ensures that the structure of documents is preserved, which is essential for tasks like financial reconciliation. Agentic Document Extraction also stores the extracted data with coordinates, ensuring transparency and traceability back to the original document.

For businesses looking to integrate Agentic Document Extraction into their workflows, the system offers robust end-to-end automation. Documents are ingested through REST APIs or email parsers and stored in cloud-based systems like AWS S3. Once ingested, microservices, managed by platforms like Kubernetes, take care of processing the data using OCR, NLP, and validation modules in parallel. Validation is handled both by rule-based checks (like matching invoice totals) and machine learning algorithms that detect anomalies in the data. After extraction and validation, the data is synced with other business tools like ERP systems (SAP, NetSuite) or databases (PostgreSQL), ensuring that it is readily available for use.

By combining these technologies, Agentic Document Extraction turns static documents into dynamic, actionable data. It moves beyond the limitations of traditional OCR, offering businesses a smarter, faster, and more accurate solution for document processing. This makes it a valuable tool across industries, enabling greater efficiency and new opportunities for automation.

5 Ways Agentic Document Extraction Outperforms OCR

While OCR is effective for basic document scanning, Agentic Document Extraction offers several advantages that make it a more suitable option for businesses looking to automate document processing and improve accuracy. Here’s how it excels:

Accuracy in Complex Documents

Agentic Document Extraction handles complex documents like those containing tables, charts, and handwritten signatures far better than OCR. It reduces errors by up to 70%, making it ideal for industries like healthcare, where documents often include handwritten notes and complex layouts. For example, medical records that contain varying handwriting, tables, and images can be accurately processed, ensuring critical information such as patient diagnoses and histories are correctly extracted, something OCR might struggle with.

Context-Aware Insights

Unlike OCR, which extracts text, Agentic Document Extraction can analyze the context and relationships within a document. For instance, in banking, it can automatically flag unusual transactions when processing account statements, speeding up fraud detection. By understanding the relationships between different data points, Agentic Document Extraction allows businesses to make more informed decisions faster, providing a level of intelligence that traditional OCR cannot match.

Touchless Automation

OCR often requires manual validation to correct errors, slowing down workflows. Agentic Document Extraction, on the other hand, automates this process by applying validation rules such as “invoice totals must match line items.” This enables businesses to achieve efficient touchless processing. For example, in retail, invoices can be automatically validated without human intervention, ensuring that the amounts on invoices match purchase orders and deliveries, reducing errors and saving significant time.

Scalability

Traditional OCR systems face challenges when processing large volumes of documents, especially if the documents have varying formats. Agentic Document Extraction easily scales to handle thousands or even millions of documents daily, making it perfect for industries with dynamic data. In e-commerce, where product catalogs constantly change, or in healthcare, where decades of patient records need to be digitized, Agentic Document Extraction ensures that even high-volume, varied documents are processed efficiently.

Future-Proof Integration

Agentic Document Extraction integrates smoothly with other tools to share real-time data across platforms. This is especially valuable in fast-paced industries like logistics, where quick access to updated shipping details can make a significant difference. By connecting with other systems, Agentic Document Extraction ensures that critical data flows through the proper channels at the right time, improving operational efficiency.

Challenges and Considerations in Implementing Agentic Document Extraction

Agentic Document Extraction is changing the way businesses handle documents, but there are important factors to consider before adopting it. One challenge is working with low-quality documents, like blurry scans or damaged text. Even advanced AI can have trouble extracting data from faded or distorted content. This is primarily a concern in sectors like healthcare, where handwritten or old records are common. However, recent improvements in image preprocessing tools, like deskewing and binarization, are helping address these issues. Using tools like OpenCV and Tesseract OCR can improve the quality of scanned documents, boosting accuracy significantly.

Another consideration is the balance between cost and return on investment. The initial cost of Agentic Document Extraction can be high, especially for small businesses. However, the long-term benefits are significant. Companies using Agentic Document Extraction often see processing time reduced by 60-85%, and error rates drop by 30-50%. This leads to a typical payback period of 6 to 12 months. As technology advances, cloud-based Agentic Document Extraction solutions are becoming more affordable, with flexible pricing options that make it accessible to small and medium-sized businesses.

Looking ahead, Agentic Document Extraction is evolving quickly. New features, like predictive extraction, allow systems to anticipate data needs. For example, it can automatically extract client addresses from recurring invoices or highlight important contract dates. Generative AI is also being integrated, allowing Agentic Document Extraction to not only extract data but also generate summaries or populate CRM systems with insights.

For businesses considering Agentic Document Extraction, it is vital to look for solutions that offer custom validation rules and transparent audit trails. This ensures compliance and trust in the extraction process.

The Bottom Line

In conclusion, Agentic Document Extraction is transforming document processing by offering higher accuracy, faster processing, and better data handling compared to traditional OCR. While it comes with challenges, such as managing low-quality inputs and initial investment costs, the long-term benefits, such as improved efficiency and reduced errors, make it a valuable tool for businesses.

As technology continues to evolve, the future of document processing looks bright with advancements like predictive extraction and generative AI. Businesses adopting Agentic Document Extraction can expect significant improvements in how they manage critical documents, ultimately leading to greater productivity and success.

[sourcethrive]

Reliable Document Retrieval Service | SourceThrive

SourceThrive offers fast, secure, and accurate document retrieval services tailored to businesses and legal professionals. Whether you need court records, medical documents, or corporate filings, our experienced team ensures efficient turnaround times and exceptional service. Trust SourceThrive to simplify the process, save time, and deliver the documents you need—on schedule and with full confidentiality.

[totoshappylife]

JuDGE: Benchmarking Judgment Document Generation for

Excerpt from PDF: JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System Weihang Su swh22@mails.tsinghua.edu.cn DCST, Tsinghua University Beijing 100084, China Baoqing Yue DCST, Tsinghua University Beijing 100084, China Qingyao Ai∗ aiqy@tsinghua.edu.cn DCST, Tsinghua University Beijing 100084, China Yiran Hu DCST, Tsinghua University Beijing 100084, China Jiaqi Li DCST,…

[pdqdocs]

Streamline Your Business Operations with PDQ Docs: Centralized Document Management Software

In today’s business environment, managing documents efficiently is crucial for smooth operations. With an increasing volume of digital content, organizations need a robust solution to ensure documents are easily accessible, well-organized, and secure. Centralized document management software like PDQ Docs offers an effective way to address these challenges, providing businesses with a unified platform to manage their documents with ease. By centralizing document storage, retrieval, and collaboration, businesses can streamline operations, improve productivity, and ensure greater security.

What is Centralized Document Management Software?

Centralized document management software refers to a system that consolidates all digital documents and files into one secure, accessible platform. Rather than storing documents in disparate systems or physical locations, businesses can centralize their files into one organized, easy-to-manage repository. With this system, users can access, edit, share, and collaborate on documents from a single interface, ensuring consistency and efficiency across the organization. PDQ Docs is a leading example of centralized document management software that helps businesses organize their documents effectively while offering easy access and improved workflow.

How PDQ Docs Improves Document Management

PDQ Docs simplifies document storage and retrieval by offering a central location where all files are organized and indexed. One of the primary advantages of centralized document management is the ability to search for and retrieve documents quickly. With PDQ Docs, businesses can tag documents with keywords, categories, and metadata, ensuring that files can be located in just a few clicks. Whether it’s a contract, report, or an internal memo, finding documents becomes an efficient process, eliminating the frustration of searching through multiple folders or systems.

Security and Compliance with PDQ Docs

Another significant benefit of centralized document management software is the enhanced security it provides. With PDQ Docs, sensitive information is securely stored in a centralized, encrypted system. Access controls can be set to ensure that only authorized personnel can view or edit specific documents, minimizing the risk of data breaches. This is particularly important for businesses in regulated industries, such as healthcare and finance, where compliance with legal requirements and data protection regulations is paramount.

Why Choose PDQ Docs for Centralized Document Management?

When looking for centralized document management software, PDQ Docs stands out due to its user-friendly interface and powerful features. The software is designed to be intuitive, making it easy for businesses to implement without requiring extensive training. Whether you are a small business or a large corporation, PDQ Docs offers scalable solutions that can grow with your organization’s needs.

Conclusion

Centralized document management software is essential for businesses looking to improve efficiency, collaboration, and security. With PDQ Docs, you can streamline document storage and retrieval, enhance team collaboration, and ensure the security of sensitive information. By centralizing your documents, you’ll have better control over your files, ensuring that your team can access the right documents when needed. Whether you are looking to improve internal workflows or ensure regulatory compliance, PDQ Docs provides a comprehensive solution that will help your business operate more effectively.

[ameriserve]

Streamline your legal process with Ameriserve, LLC! Fast, reliable, and professional document retrieval services trusted across New Jersey. Get the support you need today!

[ecospacerealtors]

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[allbeendonebefore]

thinking about my approach to personification ocs once again today and i feel like i have two lenses. the first is the Classicist Lens which is like a telescope where i have to think across lifetimes about things like the past is a foreign country and how i am using the telescope to look at a projection of a photo of a reflection of a mountain to try to describe the mountain

and then the other is i guess the modern magnifying glass which mostly involves me listening to local news and then going to municipal websites and tearing apart their information architecture.

and generally i have my ancient ocs in focus with one lens and my modern ocs in another - the truly frightening thing is one day i could just pick up the modern magnifying glass and applying it to Ancient Cities that Absolutely Still Exist! but i don't because .... because.... because....

[fogaminghub]

🌟✨ Gamers, unite! Have you got your hands on the contact codes from the archives in Star Wars Jedi: Survivor? If not, fear not! We’ve got a detailed guide just for you on how to retrieve those elusive codes. Discover tips, tricks, and the secrets to leveling up your gameplay! 🎮🔓 

[alwajeeztech]

Documents Library in ALZERP Cloud ERP Software

Key Features of the Documents Library

Automatic Document Uploads: Documents from various ERP modules, such as sales, purchase, vouchers, and employee transactions, are automatically added to the library.

Document Conversion: Image files are automatically converted to PDF format for universal compatibility.

Advanced Search: Easily find documents by date, number, type, or other criteria.

Multiple File Actions: Download single files or merge multiple PDFs for streamlined access.

Document Organization: Categorize documents into folders for better organization and retrieval.

Document Security: Ensure secure storage and access control for sensitive documents.

[sorrowsflower]

hi, just wanted to let you know that jewish voice for peace is not jewish and it's actually a very antisemitic org. if you speak to almost any jew on here, you will see how disliked JVP is within the community for them cosplaying jews and even had a sedar for passover that they spelt the hebrew wrong and was called out by jews for it. they even have a history of holocaust inversion, prompting "self conversion", and genuinely just saying and promoting antisemitic people and making actual jews very uncomfortable. and not an org i would promote nor want aligned with the pro-pal movement as a good jewish source, as they aren't.

I don't know about anything that tumblr says about JVP, honestly. All I know is the research I've done. All I know is what I've seen in the movement so far. And what I've seen is their support for the Jewish students at Columbia even before the encampments. What I've seen is the most visible representation of Jewish people allying themselves to the Palestinian cause so far. I've seen the connections between this organization and rabbis who are calling for ceasefire. What I've seen is the community's commitment to continued education on anti-zionism, and their support for Jewish people who grew up in Zionist families, who are trying to unlearn everything they've been taught - from counseling on how to talk to Zionist family members about the current situation to classes for younger members. I've made friends with Jewish members who are actively involved in the actions, including one who said herself that she’s found a kind of liberation participating in one of the art events that sprang out of the movement, because she'd been struggling to coincide her upbringing with her current beliefs. I've seen some of the members being called "self-hating Jews" or other verbal gymnastics just to justify lambasting their anti-Zionism.

I'm not going to pretend I'm an expert in this. I don’t have all the info. I'm not Jewish, I'm merely an ally. I'm willing to listen to credible sources if they tell me that this organization is not doing good work, or if they're spreading actual anti-Semitism and not just anti-Zionist or anti-Israel sentiments. Until then, I'm supporting any movement that gets actual work done on the ground instead of just talking online.

[abbyslovergirlxo]

Intrusion

Sevika x Ambessa x Reader

Word count: 3.9k

synopsis; You, the pretty enforcer are tasked with retrieving very important documents from none other than Lead Commander Ambessa Merdarda. Sounds rather easy, until you see Silco’s right hand woman bent over her desk.

(Tw; dom!Ambessa, softdom!Sevika, wlw, overstimulation, degradation, enforcer!reader, strap on, sex, biting, sub!reader, sub!Sevika, crying)

Song: Love is a bitch, Two face

Side note: lmk if you guys like this and I’ll do another ambessa/sevika one shot. tbh I’m obsessed with them so I’ll probably drop it anyways lol. Also I’ve never watched the show so if anything is inaccurate don’t hate me, the characters are just fine shit. Anyways, hope u enjoy 🫶

When you first walked into the tall building, you hadn’t expected today to be such a troublesome one. Your commanding officer has tasked you with retrieving a few important documents from Lead Commander, Ambessa Merdarda. When given the task you did well to hide your excitement but nonetheless it was there. You had seen Ambessa, as an enforcer she was starting to become a regular face to be greeted by. But you’d never come close to her and the idea of that was intoxicating. You’d heard rumors about her, the war lord who never took no for an answer and never knew defeat. You’d admired her, her ruthlessness made her one of the most praised women in the world. One day you’d hoped to become as renowned as her. Knowing it was wrong and out of turn, you wondered if you’d be able to ask her a few questions about her strategies when you made it to her office.

The walls were decorated with precise and intricate details. White and blue and gold peeked all over. Sunlight peered in through the huge windows, everything about it screamed luxury. You nodded your head off to the guards posted at the large grand doors that led to the wing with Ambessa’s office.

Your heart jumped out of your chest over and over as you neared that golden and blue door. But you found courage once you reached it, letting off two swift knocks. Silence was all that met you. You decided to be a bit patient, not wanting to barge in. But as the minutes passed you remembered your commander's voice in the back of your head, pestering you about just how important it was that you got them.

Minutes kept slipping so with a slight irritation slipping over you, you respectively knocked two more times. There was a bit more force behind it this time but respectful of course. More silence was accompanied by it. You bit your lip, anxious and worried.

You knew that it wasn’t your fault that the Lead Commander hadn’t answered despite it being known that she was in her office. But you also knew the higher ups rarely cared about ‘excuses’ like such. If you were lucky you’d get chewed out in front of your comrades.

Usually you took any consequences head on, no matter how obscene, like the good soldier you were. But something made your stomach churn to delay the delivery of something of such urgency. You took a deep breath, telling yourself that she’ll understand.

I ’m not knocking the door down or anything, she won’t mind…just open the door

You tried to have your thoughts aid your anxieties and it almost worked until you remembered the scowl on her face a week earlier when a fellow enforcer had approached her disrespectfully. Just the remembrance of such a glare sent shivers down your spine.

Somewhat cowardly, you decided to suck up whatever would inevitably be thrown at you when you showed up with no papers. Disappointed, you put your head down, ready to turn.

Until a muffled groan slipped past the confines of the large door. If it hadn’t been for how observant you were, you undoubtedly would’ve missed it. But upon hearing it you flinched. Worry and fear overtook at the idea of what it could’ve been.

Was Ambessa ok? Had someone slipped into her office and hurt her? Is that why she couldn’t come to the door?

Without so much as a second thought, you bolted through the door, gun raised and finger steady over the trigger.

Any heroism brewing inside of you preparing to ‘save the day’ instantly dissipates. The scene in front of you was so lewd that you couldn’t do anything besides immediately re-holster your gun and attempt to leave. Unfortunately the attempt was halted, the panting voice of Ambessa reaching you.

“ Close the door. Turn around.”

For a second, you let your mind roam over the possibilities this could end with. You cursed yourself for your listening skills, wishing you’d never heard that noise in the first place. You remembered your comrades talking about some rather obscene things they’ve walked in on and they found pretending worked best.

In a last ditch effort, you kept your eyes pointed at the large door. Hand still clutching the handle.

“ I was simply coming to retrieve the documents for Commander Brinman. I apologize for my intrusion, due to the noise, I assumed there was trouble. I will take my leave immediately and return to retrieve them later today if able, Commander Merdarda.”

You heard a chuckle followed by a whine to which you presumed was the brown skinned woman bent over the table, the ones whose legs shook slightly…

You shook your head slightly, cursing yourself once again for the blush that crept on your face.

“ I didn’t ask you for any of that information, little one. Close the door and turn around. That’s an order.”

Desperately you let out one last attempt. Your voice came out weak this time, that soldier formality leaving you.

“ I promise you, Commander Merdarda, that absolutely nothing that has taken place in this office today shall leave it. I swear it.”

“ Well I could’ve told you that. You don’t seem the chatty type, clearly not the listening type either… I won’t repeat myself on my previous orders.”

Her voice sounded less patient this time, so reluctantly you closed the door. The loud click sounded throughout the room, and not a moment after you turned your body to face them. Embarrassment settled on your face as you still refused to actually look, your eyes trained at the floor.

“ Eyes up here, don’t be so rude.”

The moment you looked up, she was already staring at you. Your chest rose and fell a bit faster upon seeing the sight, again. Ambessa stood proudly, muscles and chest exposed for you to see. And though her counterpart did also seem to have muscle you immediately deduced that she wasn’t in the same state Ambessa was. Her hair fell over her face, pants crumpled around her ankles as she lay there, still shaking.

Ambessa smiled at you, but it was clear that it wasn’t a friendly one.

“ Look, we have a guest. Have some manners, or do you undercity dogs not have any of those?”

The harshness yet playfulness in her tone made you shift your legs slightly, still staring at Ambessa. The woman beneath her simply grumbled something but you didn’t catch it. It was hard when your heartbeat was thrumming out of your ears practically.

Ambessa rolled her eyes, using her large hand to tug at the hair of the woman. Another grumble left her, this time clearly more strangled. Guiding her head to look up at you, you nearly collapsed onto the floor upon seeing her face. Sure a few strands still protected her but you’d know that face anywhere.

Any enforcer would. Sevika, Silcos right hand woman. Instantly you scrunch your face up at the sight, luckily Ambessa was nice enough to drop her head back onto the desk, of course not before she forced a ‘hello’ out of her.

“ What to do with you now, hm?”

That question alone was enough for you to not care that Noxus’s Lead Commander was fucking a known criminal in her office, worried about your own fate.

“ Like I said, Commander, I’ve seen nothing. I’ll say nothing.”

She frowned, almost as if she was bored by such a response.

“ I thought we already discussed that. I think you’d be much more interesting with all those clothes off.”

The blush you fought so hard to keep down came back with a vengeance. You stammered over your words but nothing actually came out. You peered over at Sevika, noticing that Ambessa was in fact still inside of her.

“ C-commander… I’m a s-soldier…”

“ Soldiers don’t like getting fucked?”

Your insides boiled at the thought. Your mind fed you images of your legs open, trembling like Sevikas, Ambessa large hands able to reach every and anywhere. It should’ve made you recoil, have you running out of the office and shouting for anyone nearby to come and see the ungodly actions happening in this very room. But it didn’t. It made your breath hitch. Desire pounced at you over and over. You’d always been trained to be the perfect, obedient, and efficient soldier. But there was nothing perfect about the way you gave in so easily to that little voice inside of your head.

You’d be lying if you said everything about the sight of them didn’t make your knees weak. You’d always preferred women but there were no women like Sevika and Ambessa where you’d come from. The disgust you felt for that Zaunite hunched over that desk held no weight against your attraction for her.

“ Well, child, what’ll be?”

“ Nobody will find out…right?”

Ambessa smiled evilly at the question. Yet she ignored it all together. She knew you were going to strip anyway. She knew it the moment you locked the door on your own will, she’d never told you to do that. And oh how she loved the look on your face as you accepted your situation, deciding that Ambessa was never going to give you such security in her answer.

Slowly but carefully you tugged at your clothes. Something Ambessa also hadn’t instructed. She held back a sly comment, picking up on how eager you were. And she didn’t miss the way Sevika clenched around her suddenly, as she watched you strip off the rest of your clothes. You hadn’t noticed either of their staring but god did you feel it.

If your parents were here they’d be so disappointed in you, hands trembling as you showcase your bare body to two women who looked like they were looking at dinner. But you had no space to harbor such a thought, not when Ambessas braid swung slightly, beckoning you over. You moved swiftly, that certain soldier walk about you.

“ Quite nice…”

Ambessa shamelessly checked you out, her eyes lingering concerningly long on your breast. You simply shrink beneath her gaze, her very presence demanding authority. And you saw no reason to grant her anything other than that.

“ How lucky I am, I’ll have to thank Brinman for sending such a pretty one. Alright Sevika, be a little useful for once. Make sure to devour her properly.”

“ Lay down for me then, pretty.”

You’d never heard her voice before. You hadn’t expected it to sound so enticing. Her low eyes and hanging hair made you desperate to be devoured, even if it was by a criminal. You nodded quickly, nervously laying on the desk, your pretty legs spread in front of a bent over Sevika. Ambessa pressed the strap deeper inside at the sight of it causing Sevika to grip the table. The sight the Wolf had infront of her made her want to eat you both alive. From her view she could see everything, your nervous face as Sevika trailed kisses up your thigh, Sevikas sweaty back exposed and flexing as she moved about. She also couldn’t miss the way your cunt clenched around nothing as the Zaunite got closer to that spot that you really needed to be touched.

As planned, the moment Sevika finally did start licking vigorously at your clit, Ambessa started her thrust back up again. Her pace was brutal, even you could tell despite the loud whines that slipped past your mouth. Sevika moaned aggressively into you, not able to contain herself.

“ Look at you two, filthy.”

“ o-oh god…commander–”

You moaned out for Ambessa despite the intense eye contact you held with Sevika. Her grey eyes bore into yours and you worried that alone might get you off faster. If Sevika had a piece of sanity left she would’ve told you to say her name, moan it out in that pornographic tone of yours. But Ambessa was ruthless, hitting her in all the right places. And this pace was no issue for her, her stamina was horrid and she had no signs of fatigue. Sevika trembled and pushed against her rhythmically, not wanting the pleasure to end.

Her eyes rolled repeatedly, struggling to hold that eye contact with you. But you didn’t mind it, quite the opposite. It made you bite your lip at the thought that every vibration that she set off into you was because of the tall woman behind her. To know every time she rolled her eyes she was closer to the edge, drove you crazy. You almost pulled at her hair, wanting her even closer. But cowardice struck your heart, secretly intimated of the strong wanted criminal from Zaun.

Pleasure overwhelmed you as Sevika continued, her face now drenched from everything you were giving her. You whined at the sight, noticing the wet glisten on her nose and chin.

Your hips bucked at her mouth over and over and over. Until that burning sensation was becoming unbearable.

Obedient as ever, you wailed out a request. Ambessa watched hungrily as your legs shook around Sevikas head, wetness dripping onto her leg from Sevikas cunt.

“ please! can I…c-can I come?”

“ I’m not the one between your legs.”

With tears in your eyes and your hands clenched, desperate to not let go until someone, anyone, told you that it was ok. Sevika nearly melted seeing the way you pleaded with her before even saying anything, your lips trembling. Her own orgasm was approaching quickly.

“ p-please…sevika…”

Through broken moans and stutters, “ yes…god yes.”

Ambessa smiled as you whispered a pathetic thank you, your body at war with itself while you finished all over her face. Ambessa could tell she was close, it was obvious from how hard she was pulling it in. Sevika still ate at you desperately despite you having come, instead of relenting she simply pulled your thighs in with her arms, trapping you.

Ambessa had told her to devour you properly, and she wasn’t going to do anything but that. She did falter at her speed for a second, once she heard Ambessa demand for her to finish ‘all over her cock’ and quote.

You whimpered out pleads and begs, but neither listened. All you could do was paw at her strong forearms which clearly was no match for you. And Sevika hadn’t even noticed the scratch marks you gave her, her own orgasm so intense that she was lost in it. And being the cutting woman she was, Ambessa fucked her throughout all of it, until she was satisfied with the alien sounds she pulled from Sevikas throat.

Sevika did stop once Ambessa pulled out, heaving and shaking. And yet she did manage enough energy to leave a few extra peppered kisses on your wobbly thighs.

“ Who would’ve known the brave enforcer made such noises?”

Her voice was one of pure velvet, it made something rush through you. Everything about Ambessa made you go crazy. Yet you didn’t respond, ignoring Ambessa who now was behind you, head in your neck leaving bruises on it. You only whined, breathing rapidly. Her rough hands rubbed all around your breast and stomach.

“ What would your comrades think? You’ve just opened your legs to a wanted criminal, quite easily as well. Did you enjoy it? Having a Zaunite eat your cunt?”

Her words were so vile and you had no answers for her. You couldn’t even think straight, let alone entertain such nasty comments. Instead you opted to begging, not caring how filthy you looked in front of them anymore.

“ can I have more, please?”

Ambessa noticed now that your begging was no longer only directed towards her, your desperation for permission now being sought out from both of them. She didn’t mind. If anything it made her day a whole lot more interesting.

She smirked into your neck before pulling away, looking down at Sevika who no longer was bent over. Instead she now stood tall too, her naked body making you blush. Sevika knew she held no authority when it came to Ambessa, it was obvious. But you? Those lustful eyes peering up at her, awaiting any instruction, so long as it meant they touched you, drove her further into corruption.

Ambessa simply stared at Sevika, allowing her to answer.

“ Since you asked so nicely. Go ahead and open these up for me.”

She tapped at your thighs that you now had shut. Obediently, you opened them. Ambessa left your side, making you miss how warm she was. You heard her rummaging through something behind you before you saw her hand Sevika a stark black toy. Your arousal spilled down your legs as you patiently watched and waited. You grew alive with anticipation as you watched Ambessa grip the back of Sevika’s neck, whispering something in her ear. It left you curious after seeing the way Sevika’s eyes furrowed and she clenched Ambessa’s wrist desperately, nodding softly.

Ambessa left her to come back to your side, this time though she towered over you, cupping your face in her hand. It was surprisingly gentle, the way she rubbed her thumb back and forth. She studied you, finding it enticing how pliable you were, legs open and ready for them to do anything to you. She wanted to leave you clawing at the floor by the time she was done with you and from the way you easily slumped into her hands, she knew she could.

All that distraction made you oblivious to Sevika having a strap now attached to her as well. Sevika walked in front of you, pulling your legs suddenly so that your cunt was mere inches away from her cock. You bit your lip, one hand gripping the table and the other squeezing Ambessa’s wrist that now sat on either side of your face.

Sevika smiled down at you, allowing you to finally get a clear view of her gapped teeth. You nearly swooned at the sight of it. You hadn’t noticed how gorgeous she truly looked with all the hair that previously stuck to her face. But now you could see everything, her plump breast, her large thighs and strong arms, and that fucking smile.

“ Just relax, sweetheart. I know you’ll do good.” She dipped two fingers inside of you causing you to let out a small moan. Sevika made sure to get every bit of them wet, it wasn’t difficult at all, the constantly leaking proving just how good her tongue had been to you. She almost didn’t want to pull out, loving how warm you were inside. But that all went out the door the moment she saw you throw you back after she drew sticky circles around your clit lazily.

“ You’re so fucking wet, I was that good?”

You nodded mindlessly, grinding your ass softly against the desk. Ambessa gripped your chin gently causing you to suddenly open your eyes.

“ Manners, little one. She asked you a question.”

“ yesss,i-it’s so good, it’s a-all sooo good…”

You struggled to get it all out, broken up but moans and wails. The speed of her fingers was blinding by now. But she didn’t want you to cum, not yet. She ripped her fingers away, giving a faux sympathetic glance.

Sevika gripped your thighs as she lined the toy up with your cunt, making a slight show of the sounds it made as it moved back and forth between your lips. You bucked your hips desperate to actually put it inside, you didn’t have to wait long before she was sinking it all the way in. She was slow to enter, sure to not hurt you. But she assumed that’d be difficult to do considering you were practically drenched.

Ambessa itched with lust as she watched the way Sevikas thrust picked up, her stomach flexing and growing wet from you. You moaned out her name hoarsely, grateful that finally something was being done.

“ So pretty… this cunt is fuckin—- ngh… perfect.”

Sevika groaned out, feeling the harness rub against her throbbing clit. She looked up at Ambessa, eyelids low and mouth hung open, panting.

“ Fuck her faster.”

She didn’t dare disobey, picking up the speed immediately. You cried out, feeling it hit inside of you even deeper. Your poor cunt clenched around it, hungry for more. Your whole body felt hot to the touch. You thought you were going to die, not sure how much longer you could hold on despite her having just started.

Sevika moved your legs so that they rose straight up, pulling you even deeper allowing her thrust to drive you insane. You felt her hot breaths against your calf, her breast brushing against your bare skin. Her moans grew louder but it was impossible to overtake yours, your throat ripping out the most obscene noises. You met her thrust as best as you could, knowing you could never get enough of the pleasure she was giving you, even if it was overwhelming.

“ C’mere.”

You felt Ambessa suddenly capture your lips, pulling your head up slightly to ravage you. She tasted like honey and you moaned into her. Her hands roamed all over, cupping your breast that bounced vigorously. She bit at your bottom lip, relishing in the way you whined her name, not commander, her name.

“ ambessaaa.”

She secretly crumpled at sound. Typically she’d have corrected you, and told you to do better with your etiquette. But she couldn’t bother with that when you were shaking now, you and Sevikas orgasm clearly close.

“ fuckkkk! m-m gonn— no!”

You screamed louder than ever, still desperately kissing at Ambessa’s scarred face. The pair admired your discipline, fighting off the orgasm that you knew threatened to spill at any moment.

“ ‘bessa! s-sevikaa! can I— cum! can I please?”

Sevika was so far gone, ignoring your question. She stuttered her thrust, biting into your ankle as her orgasm grew closer. Ambessa gave uncharacteristic sympathy, filling in for her. She leaned down even closer, whispering in your ear.

“ Sevika’s been doing such a good job, hasn’t she?”

A tear slipped down your face as you nodded, whimpering more and more. She kissed the tear away, loving how they so easily fell down your face.

“ So how about we let her cum first, have some etiquette? How about that?”

Quite sure it wasn’t a question, you only offered a pained yes. Sevika sped up slightly making you claw at Ambessa’s hand that rested on your breast. Sevika came silently, her mouth forming into an ‘o’ as she fucked herself through her orgasm while also fucking you.

You looked up at Ambessa, pleading. She shushed your cries, telling you to let go for her and Sevika. And Sevika despite being overstimulated continued to fuck you enthusiastically, refusing to not let your pussy cry for her again. And cry it did, you came so hard on her cock that you saw stars. Vision blurry and body weak, you trembled beneath both of their stares.

You heaved, struggling to catch your breath. But Ambessa noticed you trying to say something. She rubbed your face again leaving bruised kisses on your chest.

“ Speak up, mumbling won’t do much.”

“ more…please”

Sevika, whose chest also struggled to catch breath, made eye contact with Ambessa. Your mind was a heavy haze, not able to concentrate on anything. But you did capture Ambessa’s commanding voice.

“ You heard her, Sevika. Do it again.”