Alternatives to Ask Sage

LM-Kit.NET is an enterprise-grade toolkit designed for seamlessly integrating generative AI into your .NET applications, fully supporting Windows, Linux, and macOS. Empower your C# and VB.NET projects with a flexible platform that simplifies the creation and orchestration of dynamic AI agents. Leverage efficient Small Language Models for on‑device inference, reducing computational load, minimizing latency, and enhancing security by processing data locally. Experience the power of Retrieval‑Augmented Generation (RAG) to boost accuracy and relevance, while advanced AI agents simplify complex workflows and accelerate development. Native SDKs ensure smooth integration and high performance across diverse platforms. With robust support for custom AI agent development and multi‑agent orchestration, LM‑Kit.NET streamlines prototyping, deployment, and scalability—enabling you to build smarter, faster, and more secure solutions trusted by professionals worldwide.

Amazon SageMaker Unified Studio provides a seamless and integrated environment for data teams to manage AI and machine learning projects from start to finish. It combines the power of AWS’s analytics tools—like Amazon Athena, Redshift, and Glue—with machine learning workflows, enabling users to build, train, and deploy models more effectively. The platform supports collaborative project work, secure data sharing, and access to Amazon’s AI services for generative AI app development. With built-in tools for model training, inference, and evaluation, SageMaker Unified Studio accelerates the AI development lifecycle.

Time, technology, and resource limitations often hinder personnel from fully utilizing the vast amounts of historical data and new information available. This uncertainty surrounding the data prevents the extraction of crucial insights and the formulation of effective recommendations. Additionally, classified materials cannot be transferred from secure networks to open-source AI systems, complicating data analysis. Current AI frameworks are inadequately tailored for defense and intelligence applications, lacking the relevant terminology and context. Stakeholders often require detailed written reports and briefings, which can be laborious and time-consuming to produce. Therefore, there is a pressing need for a flexible solution capable of performing translation, offering coding support, and extracting insights from the data. By thoroughly analyzing all accessible information, you can quickly pinpoint trends, insights, and anomalies. This approach not only speeds up intelligence cycles but also ensures comprehensive analysis without missing critical data. With Donovan, documents can be accurately translated to preserve their semantic nuances and contextual meaning, ultimately enhancing the quality of intelligence outputs. Furthermore, this solution can also facilitate better collaboration among various stakeholders, ensuring that insights are effectively communicated and utilized.

Amazon SageMaker Canvas democratizes access to machine learning by equipping business analysts with an intuitive visual interface that enables them to independently create precise ML predictions without needing prior ML knowledge or coding skills. This user-friendly point-and-click interface facilitates the connection, preparation, analysis, and exploration of data, simplifying the process of constructing ML models and producing reliable predictions. Users can effortlessly build ML models to conduct what-if scenarios and generate both individual and bulk predictions with minimal effort. The platform enhances teamwork between business analysts and data scientists, allowing for the seamless sharing, reviewing, and updating of ML models across different tools. Additionally, users can import ML models from various sources and obtain predictions directly within Amazon SageMaker Canvas. With this tool, you can draw data from diverse origins, specify the outcomes you wish to forecast, and automatically prepare as well as examine your data, enabling a swift and straightforward model-building experience. Ultimately, this capability allows users to analyze their models and yield accurate predictions, fostering a more data-driven decision-making culture across organizations.

Fuser is a browser-based, model-agnostic AI workspace for people who actually make things—designers, creative directors, studios, and in-house teams. Most AI tools live at two extremes: one-click toys that spit out a single image, or hardcore toolchains like ComfyUI that assume you have GPUs, config patience, and time. Fuser tries to live in the middle. You get a node-based canvas in your browser where you can wire up text, image, video, audio, 3D, and chatbot/LLM models into multimodal workflows. No local install, no Docker, no drivers. Just open a link and start building. Under the hood, Fuser is provider-agnostic. You can plug in your own API keys from OpenAI, Anthropic, Runway, Fal, OpenRouter, and others, or use Fuser’s own pay-as-you-go credits (which don’t expire). That makes it easier to experiment across models, keep costs visible, and avoid getting locked into a single vendor. The main users are design and creative teams who need to move from brief to concepts quickly: campaign moodboards, product and industrial visualizations, motion tests, content pipelines, and experimental media. Instead of a pile of ad-hoc prompts and screenshots, they get reusable workflows they can share, version, and improve. If you like the power and transparency of node graphs but you’d rather not babysit local installs and drivers, Fuser gives you that orchestration layer as a web app, tuned for people whose job is to ship work, not maintain infra.

Scale AI is excited to introduce Defense Llama, a specialized Large Language Model (LLM) developed from Meta’s Llama 3, tailored specifically to enhance American national security initiatives. Designed for exclusive use within controlled U.S. government settings through Scale Donovan, Defense Llama equips our military personnel and national security experts with the generative AI tools needed for various applications, including the planning of military operations and the analysis of adversary weaknesses. With its training grounded in a comprehensive array of materials, including military doctrines and international humanitarian laws, Defense Llama adheres to the Department of Defense (DoD) guidelines on armed conflict and aligns with the DoD’s Ethical Principles for Artificial Intelligence. This structured foundation allows the model to deliver precise, relevant, and insightful responses tailored to the needs of its users. By providing a secure and efficient generative AI platform, Scale is committed to enhancing the capabilities of U.S. defense personnel in their critical missions. The integration of such technology marks a significant advancement in how national security objectives can be achieved.

The Generative AI Service Cloud Infrastructure is a comprehensive, fully managed platform that provides robust large language models capable of various functions such as generation, summarization, analysis, chatting, embedding, and reranking. Users can easily access pretrained foundational models through a user-friendly playground, API, or CLI, and they also have the option to fine-tune custom models using dedicated AI clusters that are exclusive to their tenancy. This service is equipped with content moderation, model controls, dedicated infrastructure, and versatile deployment endpoints to meet diverse needs. Its applications are vast and varied, serving multiple industries and workflows by generating text for marketing campaigns, creating conversational agents, extracting structured data from various documents, performing classification tasks, enabling semantic search, facilitating code generation, and beyond. The architecture is designed to accommodate "text in, text out" workflows with advanced formatting capabilities, and operates across global regions while adhering to Oracle’s governance and data sovereignty requirements. Furthermore, businesses can leverage this powerful infrastructure to innovate and streamline their operations efficiently.

Amazon Nova represents an advanced generation of foundation models (FMs) that offer cutting-edge intelligence and exceptional price-performance ratios, and it is exclusively accessible through Amazon Bedrock. The lineup includes three distinct models: Amazon Nova Micro, Amazon Nova Lite, and Amazon Nova Pro, each designed to process inputs in text, image, or video form and produce text-based outputs. These models cater to various operational needs, providing diverse options in terms of capability, accuracy, speed, and cost efficiency. Specifically, Amazon Nova Micro is tailored for text-only applications, ensuring the quickest response times at minimal expense. In contrast, Amazon Nova Lite serves as a budget-friendly multimodal solution that excels at swiftly handling image, video, and text inputs. On the other hand, Amazon Nova Pro boasts superior capabilities, offering an optimal blend of accuracy, speed, and cost-effectiveness suitable for an array of tasks, including video summarization, Q&A, and mathematical computations. With its exceptional performance and affordability, Amazon Nova Pro stands out as an attractive choice for nearly any application.

With Amazon SageMaker Pipelines, you can effortlessly develop machine learning workflows using a user-friendly Python SDK, while also managing and visualizing your workflows in Amazon SageMaker Studio. By reusing and storing the steps you create within SageMaker Pipelines, you can enhance efficiency and accelerate scaling. Furthermore, built-in templates allow for rapid initiation, enabling you to build, test, register, and deploy models swiftly, thereby facilitating a CI/CD approach in your machine learning setup. Many users manage numerous workflows, often with various versions of the same model. The SageMaker Pipelines model registry provides a centralized repository to monitor these versions, simplifying the selection of the ideal model for deployment according to your organizational needs. Additionally, SageMaker Studio offers features to explore and discover models, and you can also access them via the SageMaker Python SDK, ensuring versatility in model management. This integration fosters a streamlined process for iterating on models and experimenting with new techniques, ultimately driving innovation in your machine learning projects.

Amazon SageMaker Feature Store serves as a comprehensive, fully managed repository specifically designed for the storage, sharing, and management of features utilized in machine learning (ML) models. Features represent the data inputs that are essential during both the training phase and inference process of ML models. For instance, in a music recommendation application, relevant features might encompass song ratings, listening times, and audience demographics. The importance of feature quality cannot be overstated, as it plays a vital role in achieving a model with high accuracy, and various teams often rely on these features repeatedly. Moreover, synchronizing features between offline batch training and real-time inference poses significant challenges. SageMaker Feature Store effectively addresses this issue by offering a secure and cohesive environment that supports feature utilization throughout the entire ML lifecycle. This platform enables users to store, share, and manage features for both training and inference, thereby facilitating their reuse across different ML applications. Additionally, it allows for the ingestion of features from a multitude of data sources, including both streaming and batch inputs such as application logs, service logs, clickstream data, and sensor readings, ensuring versatility and efficiency in feature management. Ultimately, SageMaker Feature Store enhances collaboration and improves model performance across various machine learning projects.

Liminal provides regulated businesses with the tools to securely implement and utilize generative AI for a variety of applications. By choosing Liminal, organizations gain full oversight of the data they provide to large language models, whether it's through direct engagement, using pre-existing software integrated with generative AI, or developing custom applications that harness these capabilities. The platform is model-agnostic and horizontal, effectively mitigating risks associated with regulatory compliance, data security, and reputation. This versatility extends to every model, application utilized, and those being developed. Organizations can enhance productivity while empowering their teams to safely harness generative AI across various environments, including websites, desktop applications, and more, all while ensuring stringent data security, governance, and monitoring. By embracing Liminal, enterprises can confidently navigate the complexities of generative AI, experiencing its benefits in a manner that is both secure and economically efficient.

SRC's Silent Archer technology provides comprehensive counter-drone capabilities to neutralize both individual hostile drones and swarms. It effectively detects, tracks, classifies, identifies, and engages UAS threats, while also electronically disrupting UAS ranging from groups 1 to 5, including swarms. This technology enhances kinetic weapon systems, contributing to a layered defense strategy. It has become the preferred solution for protecting VIPs and is utilized by both the U.S. Army and Air Force for force protection purposes. With its open architecture and sensor-agnostic framework, Silent Archer allows seamless integration with nearly any command and control system, kinetic weapon system, or additional sensor platforms, thus expanding its operational functionality. Furthermore, the system is designed to capitalize on various established SRC technologies, maintaining the flexibility to work with nearly any existing defense solution. Available in several configurations, the Silent Archer system is adaptable to meet the needs of diverse missions and operational scenarios. This versatility makes it an invaluable asset in today's evolving threat landscape.

We are convinced that those on the front lines of defense need the most advanced software tools to swiftly identify, counter, and surpass contemporary threats. To achieve this, we unite skilled private sector innovators with seasoned defense professionals who possess a profound understanding of operational needs. This collaboration allows us to create state-of-the-art technology tailored for defense and national security purposes. Our focus is on developing cutting-edge software designed to stay ahead of emerging national security challenges. Through our solutions, users can achieve real-time identification and tracking of entities in intricate threat landscapes. Rebellion specializes in crafting software that meticulously analyzes and secures mission-critical data with impressive speed and scalability. We provide actionable insights that empower operators and analysts to make quicker, well-informed decisions, thereby keeping potential adversaries at a distance. With our tools, you can access real-time tracking, utilize predictive analytics, and engage in adaptive planning within multifaceted mission contexts. Moreover, our software helps assess your mission's vulnerability to global cyber threats through automated adversary emulation. Our delivery approach ensures that we remain adaptable, flexible, and resilient in the face of evolving challenges while continuously enhancing our solutions.

Created through the merger of several firms, this aerospace and defense organization sought to streamline its systems while advancing its organic growth strategy by reducing overall ownership costs. In addition to this, the company aimed to enhance flexibility in its operations, centralize support services, and expedite updates with greater agility. To achieve these objectives, the firm opted for CloudSuite™ Aerospace & Defense, which would oversee the supply chain across five locations in North America alongside implementing a unified global chart of accounts to cater to its financial requirements. To adhere to the tight schedule for deployment, the organization utilized an Infor Implementation Accelerator, which comprises software, services, training, and tools designed to facilitate a rapid rollout without the need for modifications. CloudSuite Aerospace & Defense software delivers sophisticated features that are trusted by over 5,500 manufacturers in the aerospace and defense sectors globally. This strategic decision not only positioned the company for enhanced operational efficiency but also set the stage for future growth and innovation in a competitive market.

XFdtd is a comprehensive 3D electromagnetic simulation software developed by Remcom. This powerful and feature-rich solver for electromagnetic simulations delivers exceptional computing performance and eases the process of analyzing intricate electromagnetic challenges. The software supports various applications, including the design of microwave devices and antennas, as well as radar and scattering analysis. Additionally, XFdtd is utilized in biomedical fields, automotive radar systems, waveguide studies, military and defense projects, RFID technology, and electromagnetic compatibility/electromagnetic interference assessments, among others. Its versatility makes it an essential tool for engineers and researchers alike.

Implement LLMs and various AI solutions—whether commercially available, custom-built, or open-source—within your private network, leveraging a data framework that is optimized for artificial intelligence. The AI Core functions as an up-to-date and comprehensive representation of your organization, encompassing all actions, decisions, and processes involved in its operations. By employing the Action Graph, which operates on top of the AI Core, you can define clear scopes of activity for LLMs and other models, ensuring proper hand-off procedures for verifiable calculations and incorporating human oversight when necessary. Additionally, facilitate real-time monitoring and control of LLM activities to assist users in adhering to compliance requirements related to legal standards, data sensitivity, and regulatory audits, thereby enhancing accountability within your operations. This strategic approach not only maximizes efficiency but also reinforces trust in your AI systems.

Foundry is a transformative data platform built to help solve the modern enterprise’s most critical problems by creating a central operating system for an organization’s data, while securely integrating siloed data sources into a common analytics and operations picture. Palantir works with commercial companies and government organizations alike to close the operational loop, feeding real-time data into your data science models and updating source systems. With a breadth of industry-leading capabilities, Palantir can help enterprises traverse and operationalize data to enable and scale decision-making, alongside best-in-class security, data protection, and governance. Foundry was named by Forrester as a leader in the The Forrester Wave™: AI/ML Platforms, Q3 2022. Scoring the highest marks possible in product vision, performance, market approach, and applications criteria. As a Dresner-Award winning platform, Foundry is the overall leader in the BI and Analytics market and rated a perfect 5/5 by its customer base.

SAGE is an advanced cyber defense platform powered by AI, specifically designed to assist Chief Information Security Officers (CISOs) in creating and maintaining a robust cyber defense strategy. By continuously updating the defense plan with reports and assessments from various sources, it ensures the strategy remains agile and pertinent. Its AI capabilities facilitate the connection and analysis of various elements within the defense framework. SAGE takes into account the organization's specific needs, such as business impact analysis, risk tolerance, and overall cyber posture, while also evaluating potential attack vectors through HolistiCyber’s innovative perspective, which mimics an attacker’s view of the attack surface. The platform features a comprehensive context map that outlines critical factors like risks, vulnerabilities, assets, and cyber threats, along with their implications for the business. Additionally, SAGE simplifies communication for management by converting cyber risks into understandable business risks and incorporates “what-if” scenarios to effectively allocate cybersecurity budgets, making it an essential tool for organizations aiming to enhance their cyber defense capabilities. Moreover, its user-friendly interface allows for seamless integration into existing workflows, further bolstering the operational efficiency of cyber defense initiatives.

1TEN is a dedicated compliance platform for CMMC Level 2, specifically designed for small to medium-sized contractors within the Defense Industrial Base. In contrast to its cloud-dependent competitors, 1TEN operates solely on-premises with an air-gapped system that guarantees Controlled Unclassified Information remains securely within your facility. This platform comprehensively addresses all 110 requirements outlined in NIST SP 800-171 across 14 domains through its 23 integrated modules, which include an Assessment Wizard, Evidence Manager, POA&M Tracker, SSP Builder, Policy Generator, Asset Inventory, and Incident Response tools. It not only tracks your live SPRS score as you document your controls but also automatically generates C3PAO-ready System Security Plans based on your actual configuration data and produces all 14 essential domain policies derived from your responses, saving weeks of manual documentation efforts. Additionally, this efficiency allows contractors to focus more on their core operations while ensuring compliance with stringent regulations.

When capturing data in real-life situations is difficult, we create diverse, fully-labeled image datasets. Our procedural technology provides the highest-quality, unbiased, and labeled synthetic datasets to improve your computer vision model. AI Verse gives users full control over scene parameters. This allows you to fine-tune environments for unlimited image creation, giving you a competitive edge in computer vision development.

BigBear.ai's innovative use of computer vision, predictive analytics, and event alerting technology transforms the landscape of edge data analysis. By harnessing the power of AI and machine learning, our sophisticated systems thoroughly analyze extensive datasets, revealing insights that are typically beyond human comprehension, thereby minimizing blind spots and enhancing situational awareness. The Arcas platform processes millions of data points to improve situational awareness while leveraging artificial intelligence and machine learning to generate predictive forecasts. It adeptly analyzes video streams and produces real-time alerts when anomalies are detected, ensuring timely responses. With our flexible analytics framework, Arcas not only reviews historical events but also anticipates future trends, equipping decision-makers with the necessary information to act confidently. Furthermore, it seamlessly consolidates various data sources, including sensors and edge devices, into a cohesive and universally accessible format, fostering a more integrated approach to data management. This holistic integration ultimately empowers organizations to adapt quickly to changing circumstances and make data-driven decisions effectively.

Amazon SageMaker JumpStart serves as a comprehensive hub for machine learning (ML), designed to expedite your ML development process. This platform allows users to utilize various built-in algorithms accompanied by pretrained models sourced from model repositories, as well as foundational models that facilitate tasks like article summarization and image creation. Furthermore, it offers ready-made solutions aimed at addressing prevalent use cases in the field. Additionally, users have the ability to share ML artifacts, such as models and notebooks, within their organization to streamline the process of building and deploying ML models. SageMaker JumpStart boasts an extensive selection of hundreds of built-in algorithms paired with pretrained models from well-known hubs like TensorFlow Hub, PyTorch Hub, HuggingFace, and MxNet GluonCV. Furthermore, the SageMaker Python SDK allows for easy access to these built-in algorithms, which cater to various common ML functions, including data classification across images, text, and tabular data, as well as conducting sentiment analysis. This diverse range of features ensures that users have the necessary tools to effectively tackle their unique ML challenges.

We are dedicated to realizing the full capabilities of the American economy by offering cross-sector upskilling initiatives tailored for active duty personnel, along with a dynamic talent marketplace that showcases military skills. Our aim is to foster an environment where career advancement and education are transparent, reachable, and affordable, while ensuring that the diversity of individuals' experiences and accomplishments are recognized and appreciated. We strive to enhance the collaboration between defense and industry, which is crucial for the nation's security and economic health. Our established and scalable military evaluation system supports training initiatives, facilitating better communication, collaboration, and partnerships with the private sector. The talent marketplace we provide matches military candidates to your specific requirements, allowing you to engage active duty fellows or transitioning interns who contribute valuable defense knowledge to your organization. By continuing this mission, you can access a network of civilian recruiters through Shift’s connections with defense-tech partners, ensuring a smooth transition for these talented individuals into civilian roles. Ultimately, our commitment is to build a bridge between military expertise and civilian opportunities, enriching both sectors.

A sophisticated software solution empowers an individual to manage and synchronize a diverse array of autonomous assets operating in maritime, terrestrial, and aerial environments, ensuring the achievement of mission objectives. Lattice for Mission Autonomy allows for the integration of various platforms and payloads from multiple manufacturers, tailoring them to meet specific mission needs. By coordinating and managing platforms, piloting systems, sensors, and payloads, Mission Autonomy facilitates the creation of autonomous teams capable of executing intricate missions. The applications of Lattice for Mission Autonomy span both defense and commercial sectors, utilizing assets such as collaborative combat aircraft, robotic combat vehicles, and autonomous underwater vehicles to perform operations that include ISR, defensive counter air, seafloor mapping, and the surveillance of critical infrastructure. This innovative platform not only enhances operational effectiveness but also paves the way for future advancements in mission-critical technologies.

ATARS represents an innovative multi-node system designed for all-domain augmented reality (AR), facilitating a comprehensive LVC ecosystem that supports multiple users across both beyond visual range (BVR) and within visual range (WVR) scenarios in ever-changing environments. By employing a remarkably low-latency protocol that is indifferent to both waveform and network, ATARS ensures the rapid transfer of data essential for delivering a fluid, multi-player augmented reality experience, which is enjoyed through a vibrant, wide field-of-view, and high-resolution display. Our Enhanced Visual Environment (EVE) headset marks a significant advancement in wearable augmented reality technology, uniquely enabling the visual representation of virtual assets in real-world outdoor settings at impressive speeds. Unlike previous technologies, which struggled to integrate virtual elements seamlessly into the physical world, Red 6’s EVE headset stands out as the brightest option on the market, making it viable for outdoor usage even in bright sunlight, and importantly, it excels in high-speed environments. This groundbreaking headset not only enhances the user experience but also opens up new possibilities for immersive training and operations.

Dyad is an open-source AI app builder that allows users to transform their ideas into fully functional applications directly on their local machines without the need for any coding, simply by conversing with an AI. This powerful tool supports the creation of unlimited applications with features such as real-time previews, instant undo capabilities, and seamless workflows that enhance productivity. With robust integration of Supabase, users can develop both the user interface and backend logic in a unified environment, while its flexible, model-agnostic framework allows connections to any AI system—be it cloud-based models like Gemini 2.5 Pro and GPT-4, or local solutions such as Ollama—ensuring no vendor lock-in. Moreover, all source code is kept securely on your device and works effortlessly with your favorite IDE, providing a personalized development environment. A natural-language API facilitates sophisticated data queries and updates, enabling automation of tasks while staying within the chat interface. By operating entirely on local machines, Dyad maximizes user privacy, reduces latency, and offers a smooth developer experience, free from the uncertainties associated with cloud services. Thus, users can enjoy a powerful combination of functionality and privacy in their app development journey.

Agno is a streamlined framework designed for creating agents equipped with memory, knowledge, tools, and reasoning capabilities. It allows developers to construct a variety of agents, including reasoning agents, multimodal agents, teams of agents, and comprehensive agent workflows. Additionally, Agno features an attractive user interface that facilitates communication with agents and includes tools for performance monitoring and evaluation. Being model-agnostic, it ensures a consistent interface across more than 23 model providers, eliminating the risk of vendor lock-in. Agents can be instantiated in roughly 2μs on average, which is about 10,000 times quicker than LangGraph, while consuming an average of only 3.75KiB of memory—50 times less than LangGraph. The framework prioritizes reasoning, enabling agents to engage in "thinking" and "analysis" through reasoning models, ReasoningTools, or a tailored CoT+Tool-use method. Furthermore, Agno supports native multimodality, allowing agents to handle various inputs and outputs such as text, images, audio, and video. The framework's sophisticated multi-agent architecture encompasses three operational modes: route, collaborate, and coordinate, enhancing the flexibility and effectiveness of agent interactions. By integrating these features, Agno provides a robust platform for developing intelligent agents that can adapt to diverse tasks and scenarios.

Dream stands as a premier AI and national cybersecurity defense platform for countries seeking to safeguard their most confidential information while simultaneously enhancing their decision-making and operational capabilities, ultimately aspiring to elevate them into Super Nations. The platform’s national capability layer has been meticulously crafted for Sovereign AI and robust national cybersecurity, providing leaders with a singular system that fosters national resilience and informed choices while enhancing operational superiority. Dream National integrates three key components: Atlas, Sphere, and Hero. Atlas functions as a comprehensive National Sovereign AI platform, transforming government data into actionable knowledge and strategic capabilities, leveraging autonomous reasoning for optimal outcomes. It excels in analyzing, visualizing, and developing interfaces pertinent to various sectors, including national intelligence, finance, health, and supply chains. Meanwhile, Sphere is dedicated to protecting governments and vital infrastructure from threats posed by nation-states by establishing a cohesive attack surface across diverse national environments, ensuring comprehensive security and defense. The synergy of these elements positions Dream to significantly enhance a nation's overall security posture and strategic decision-making capabilities.

Qwen3.8 Max is a preview flagship model in Alibaba’s Qwen family, appearing publicly as Qwen3.8-Max-Preview on Alibaba Cloud Model Studio. The model is designed for developers and teams that need a high-capability AI system for reasoning, coding, agentic tasks, multimodal analysis, and productivity workflows. Alibaba Cloud’s Model Studio page says users can try Qwen3.8-Max-Preview through the latest Token Plan. Public reporting describes the model as a 2.4 trillion-parameter system and Alibaba’s first trillion-parameter multimodal Qwen model. Qwen3.8 Max is said to support text, images, video, and documents, making it relevant for applications that combine language, visual content, files, and workflow automation. It is also described as improving on Qwen3.7 Max for coding, full-stack development, data analysis, and office workflows. The broader Qwen ecosystem supports multilingual understanding, MCP, coding, structured data, image analysis, audio, video, and agentic tool use. Because Alibaba has not yet published every technical detail, developers should evaluate the preview carefully before relying on it for production. By combining large-scale model capacity, multimodal input, coding strength, and Alibaba Cloud deployment access, Qwen3.8 Max gives AI builders a new frontier model to test across complex application scenarios.

Amazon SageMaker Model Monitor enables users to choose which data to observe and assess without any coding requirements. It provides a selection of data types, including prediction outputs, while also capturing relevant metadata such as timestamps, model identifiers, and endpoints, allowing for comprehensive analysis of model predictions in relation to this metadata. Users can adjust the data capture sampling rate as a percentage of total traffic, particularly beneficial for high-volume real-time predictions, with all captured data securely stored in their designated Amazon S3 bucket. Additionally, the data can be encrypted, and users have the ability to set up fine-grained security measures, establish data retention guidelines, and implement access control protocols to ensure secure data handling. Amazon SageMaker Model Monitor also includes built-in analytical capabilities, utilizing statistical rules to identify shifts in data and variations in model performance. Moreover, users have the flexibility to create custom rules and define specific thresholds for each of those rules, enhancing the monitoring process further. This level of customization allows for a tailored monitoring experience that can adapt to varying project requirements and objectives.

DELOPT specializes in the creation, engineering, and manufacturing of embedded and electro-optical systems designed for both military and civilian uses. Our defense products range from avionics displays and onboard computers to automated test equipment, high-speed data acquisition systems, thermal imaging devices, target tracking mechanisms, and more. One of our innovative products, the Automatic Video Tracker (AVT), processes video signals from surveillance cameras to track selected objects and outputs their locations relative to the camera's center of Field of View. This versatile AVT can monitor both stationary and moving targets from either fixed or mobile platforms. Additionally, DELOPT has developed the DIR-SA-900 Series Thermal Imager, which utilizes a 25-micron pitch 384 x 288 uncooled microbolometer array that operates efficiently at room temperature. Furthermore, we have introduced the DIR-SA-910 Series Handheld Thermal Imager, expanding our portfolio of advanced thermal imaging solutions.

Dify serves as an open-source platform aimed at enhancing the efficiency of developing and managing generative AI applications. It includes a wide array of tools, such as a user-friendly orchestration studio for designing visual workflows, a Prompt IDE for testing and refining prompts, and advanced LLMOps features for the oversight and enhancement of large language models. With support for integration with multiple LLMs, including OpenAI's GPT series and open-source solutions like Llama, Dify offers developers the versatility to choose models that align with their specific requirements. Furthermore, its Backend-as-a-Service (BaaS) capabilities allow for the effortless integration of AI features into existing enterprise infrastructures, promoting the development of AI-driven chatbots, tools for document summarization, and virtual assistants. This combination of tools and features positions Dify as a robust solution for enterprises looking to leverage generative AI technologies effectively.

Amazon SageMaker Data Wrangler significantly shortens the data aggregation and preparation timeline for machine learning tasks from several weeks to just minutes. This tool streamlines data preparation and feature engineering, allowing you to execute every phase of the data preparation process—such as data selection, cleansing, exploration, visualization, and large-scale processing—through a unified visual interface. You can effortlessly select data from diverse sources using SQL, enabling rapid imports. Following this, the Data Quality and Insights report serves to automatically assess data integrity and identify issues like duplicate entries and target leakage. With over 300 pre-built data transformations available, SageMaker Data Wrangler allows for quick data modification without the need for coding. After finalizing your data preparation, you can scale the workflow to encompass your complete datasets, facilitating model training, tuning, and deployment in a seamless manner. This comprehensive approach not only enhances efficiency but also empowers users to focus on deriving insights from their data rather than getting bogged down in the preparation phase.

Observe provides a distinctive capability for data collection and curation, aimed at extracting valuable insights from vast amounts of publicly accessible information across various fields. The platform effectively captures and organizes pertinent data, creating a clear and always updated perspective on critical global situations. Its extensive collections encompass a wide array of topics, including facilities, geographical locations, news, events, social media activity, public communications, and online services, among others. For instances where a tailored approach is necessary, Observe's collections can enhance your proprietary datasets and analytics through advanced, reliable APIs. This allows for the application of publicly available data in areas such as sentiment analysis, monitoring communications, and identifying key events. By removing the need for engineering skills, Observe empowers decision-makers to effortlessly access meaningful data. Furthermore, the platform offers near real-time insights into the most relevant information, ensuring that users stay informed about the dynamics that influence their interests.

Permuta provides innovative, secure, and user-friendly commercial off-the-shelf (COTS) solutions tailored for military and federal agencies, effectively tackling a range of workforce challenges across HR, operations, training, security, medical, asset management, and beyond. Our software bundles, DefenseReady and FederalReady, can be accessed via various contracts and are designed to function either on-site or within a compliant IL5 DoD cloud environment. ✓ Comprehensive Solutions for Workforce and Asset Management. ✓ Demonstrated Improvement in Readiness and Decision-Making Processes. ✓ COTS Software Specifically Designed for Military and Federal Civilian Use. ✓ Available in a FedRAMP Compliant IL6 DoD Cloud or Lower, Ensuring Security and Compliance. With our commitment to enhancing operational efficiency, Permuta is dedicated to meeting the unique needs of our clients in the defense sector.

Gemini 3.5 Flash is Google’s high-performance multimodal AI model built to deliver frontier-level intelligence, fast execution speeds, and advanced agentic capabilities for coding, automation, and enterprise workflows. As the first release in the Gemini 3.5 series, the model is designed to help developers, businesses, and users execute complex long-horizon tasks through AI-powered reasoning, workflow orchestration, and intelligent automation. Gemini 3.5 Flash combines powerful coding performance, multimodal understanding, and real-time responsiveness while outperforming earlier Gemini models and competing frontier AI systems across several coding and reasoning benchmarks. The model is optimized for agentic workflows, allowing it to plan, execute, and manage multi-step tasks such as software development, infrastructure management, document preparation, and business process automation through the updated Antigravity harness. Gemini 3.5 Flash can also deploy collaborative subagents that work together under supervision to complete demanding workflows more efficiently and at lower operational cost. Beyond coding and automation, the platform generates richer graphics, dynamic web interfaces, interactive animations, and advanced multimodal experiences that support developers and enterprise users building AI-driven applications. Google has integrated Gemini 3.5 Flash across the Gemini app, AI Mode in Google Search, Google AI Studio, Android Studio, Gemini Enterprise Agent Platform, and enterprise AI services to expand access to advanced AI capabilities globally. The model also powers Gemini Spark, Google’s new personal AI agent designed to operate continuously and assist users with digital life management and automated task execution.

Modirum Gespi specializes in delivering critical situational awareness and cutting-edge defense technology solutions tailored for governmental and civil-security sectors. Their innovative platforms offer real-time data, in-depth intelligence, and decision-making tools that significantly improve operational efficiency in rapidly changing environments. By prioritizing advanced technology integration, the company merges hardware, software, and AI systems designed for durability, reliability, and functionality in challenging conditions. Among their offerings are autonomous systems, communication frameworks, and comprehensive defense electronics that empower clients with improved visibility, coordination, and preparedness. Additionally, Modirum Gespi places a strong emphasis on interoperability and swift deployment, ensuring that their solutions can adapt to shifting threats and dynamic situations, further enhancing their clients' operational capabilities. As the landscape of security continues to evolve, their commitment to innovation remains steadfast.

The contemporary battlefield is characterized by small, hidden targets within urban environments. Furthermore, the abundance of data from modern sensors can overwhelm human operators. Our innovative technology enhances the efficiency and safety of both manned and unmanned systems by improving situational awareness, accelerating decision-making processes, and facilitating autonomous operations. We collaborate with prominent multinational corporations to integrate our products into military-grade platforms. By harnessing the full potential of artificial intelligence, we address today's pressing challenges while pioneering the future of AI-driven defense technologies. With a variety of hardware options and the flexibility to configure software functions, we provide integrators with robust video processing solutions. This adaptability allows camera system integrators to develop customized solutions applicable across diverse civil, commercial, and military settings, ensuring they meet specific operational requirements. In this rapidly evolving landscape, our commitment to innovation positions us at the forefront of defense technology advancement.

MemoQ is a translation software. You can save project setup clicks and create a new project in a matter of minutes - or automatically when the source changes. memoQ will reuse everything if the source document is changed. It is ideal to facilitate agile document development. You can easily monitor the progress, risks, and costs of your translation projects. Customers, translators, and reviewers from other countries can easily be involved in the translation review process. MemoQ can extract and replace text from any file format, including Word, PDF, or other formats. memoQ automatically suggests similar sentences that have been translated before, which saves you time. memoQ automatically detects recurring errors in numbers and terminology, formatting, and other categories. Reusing original language and translating documents will allow you to be fully productive immediately.

Helsing is an innovative defense AI firm committed to the idea that artificial intelligence will play a crucial role in safeguarding our democracies. Our mission centers on achieving technological excellence, enabling democratic nations to make independent choices and uphold their ethical principles. Given the vulnerability of democracies, our foremost duty is to shield them from external dangers. We established Helsing with the conviction that effective safety and deterrence can only be realized through the integration of software and AI, enhancing the capabilities of our defense forces. As stewards of democracy, we carry a unique obligation to develop and implement these technologies with careful consideration and adherence to the highest ethical guidelines. Our strategy prioritizes software solutions, collaborating with both industries and government entities to integrate existing and emerging hardware systems with cutting-edge AI technologies. We seek individuals who are passionate about this mission and who believe in the importance of defending democratic values. Together, we aim to create a more secure future for all democratic societies.

We custom configure cloud-based checks to make Fire & EMS agencies more efficient and compliant while minimizing redundancies and exposure. Your department must keep track of thousands upon thousands of pages of logs, maintenance requests, check sheets, and other documents that are scattered among different stations and personnel. PSTrax consolidates all these checks into a single program that tracks, documents, and schedules everything digitally. We design the system to your specifications - every apparatus, each piece of equipment, inventory, and every check. Crews know exactly what to inspect and when. PSTrax is simple to use and quickly adopted by crews. It looks great on any device and is accessible from any device with Internet access. We are confident that your crews will love it.

AnyLogic stands out as the leading technology in multimethod modeling, providing enhanced efficiency and reduced risk when addressing intricate business problems. Its unparalleled flexibility enables users to represent the complexities of nearly any system with varying levels of detail, fostering a better understanding of the interconnected processes both within and surrounding an organization. Additionally, AnyLogic holds a GSA Contract schedule #47QTCA18D007Q, facilitating purchases by U.S. government agencies through GSA Advantage. This makes it an accessible option for agencies looking to leverage advanced modeling tools to improve decision-making and operational effectiveness.

The IRIS suite offers robust military messaging and interoperability features straight from the shelf. Transforming the landscape of military communication, this suite leverages a variety of commercial off-the-shelf (COTS) software solutions that have been instrumental in modern defense forces. Deployed by numerous NATO allies, the IRIS suite has demonstrated its effectiveness in real combat situations, aligning with the requirements of today's battlefield. It encompasses every facet of military messaging, including the management and upkeep of standards as well as the creation and dissemination of military communications. Supporting multiple Message Text Formats (MTF) and binary standards, the IRIS suite stands as a versatile and adaptable tool for military personnel, ensuring strong messaging capabilities and interoperability right out of the box. Furthermore, its effortless integration with widely-used applications like Microsoft Office allows users to easily draft, modify, and transmit military messages, enhancing operational efficiency. This combination of functionality and accessibility makes the IRIS suite an invaluable asset for defense communications.

All enterprise data must be integrated, managed, secured, and analyzed. Data is a valuable asset for organizations. There is a lot of it. Structured data such as log files, spreadsheets, tables, and charts. Unstructured data such as emails, documents, images, videos, and spreadsheets. These data are often stored in disconnected systems where they quickly diversify in type and increase in volume, making it more difficult to use each day. People who depend on this data don’t think in terms if rows, columns, or just plain text. They think about their organization's mission, and the challenges they face. They want to be able to ask questions about their data, and get answers in a language that they understand. The Palantir Gotham Platform is your solution. Palantir Gotham combines and transforms any type of data into one coherent data asset. The platform enriches and maps data into meaningfully defined objects, people, places, and events.

Achieve mastery in the battlespace through thorough situational awareness at every command level. The SitaWare suite delivers comprehensive C4ISR solutions for managing combat operations across various environments, whether on land, at sea, in the air, or within the joint domain. This software, which has been proven effective in combat and is commercially available, offers sophisticated command-and-control functions alongside excellent interoperability, facilitating the exchange of vital information with coalition allies. Each component of the SitaWare suite is meticulously designed to cater to distinct operational requirements. Whether for fixed or deployable headquarters, mounted operations, or support for dismounted personnel, the SitaWare suite covers all aspects of the battlespace. Thanks to its open architecture and ability to be swiftly scaled, it adeptly addresses the evolving demands of contemporary military forces. By functioning across all domains and command levels, the SitaWare suite fosters a common operating picture that is not only accessible and shareable but also secure, thus enhancing overall mission effectiveness. In this way, it empowers commanders to make informed decisions quickly and effectively.