YUSUR Technology Co., Ltd. specializes in the research and development of Domain-Specific Processors (DPU), offering innovative solutions for intelligent computing. Their independently developed DPU series products are designed to enhance performance in ultra-low-latency networks, big data processing, 5G, edge computing, and high-speed storage scenarios. By introducing the software-defined accelerator (SDA) methodology and creating the Kernel Processing Unit (KPU) architecture along with the Had
Unsloth AI is a cutting-edge platform designed to significantly accelerate the training and fine-tuning of large language models (LLMs). By optimizing computational processes and rewriting GPU kernels, Unsloth enables users to train custom models up to 30 times faster than traditional methods, all without requiring hardware upgrades. This efficiency not only reduces training time from weeks to hours but also decreases memory usage by up to 90%, making it accessible for a wide range of hardware c
Axolotl AI is an open-source framework designed to simplify and accelerate the fine-tuning of large language models (LLMs). It supports a wide array of models, including LLaMA, Mistral, Mixtral, Pythia, and more, enabling users to customize and scale AI models efficiently. With its user-friendly approach, Axolotl AI makes advanced AI model fine-tuning accessible to both beginners and experts. Key Features and Functionality: - Broad Model Support: Compatible with various models such as GPT-OSS,
Cerebras Systems is a pioneering company dedicated to accelerating artificial intelligence (AI) and high-performance computing (HPC) workloads through innovative hardware and software solutions. Their flagship product, the CS-3 system, is powered by the Wafer-Scale Engine-3, the world's largest and fastest AI processor, enabling organizations to train and deploy large-scale AI models with unprecedented speed and efficiency. Cerebras' solutions are designed to simplify the complexities of distrib
BrainSoup is a versatile AI platform that empowers users to create and manage custom AI agents tailored to specific tasks, enhancing productivity and streamlining workflows. Operating as a native application on your PC, BrainSoup ensures data privacy by keeping all information local, eliminating reliance on cloud storage. Its intuitive, messaging-style interface allows for natural language interactions, making it accessible to users of all technical backgrounds. By leveraging advanced Large Lang
Mobius Labs offers advanced, customizable AI solutions designed to enhance the analysis and management of visual and audio content across various industries. Their flagship product, Aana, is an open-source multimodal AI platform that delivers high accuracy while significantly reducing computational requirements, making enterprise AI more cost-effective and accessible. Key Features and Functionality: - Efficient AI Models: Aana utilizes extreme quantization techniques, including the world's fi
Cognisafe is an agentic AI governance platform designed to ensure the secure deployment and operation of AI agents in production environments. It offers comprehensive security, monitoring, and compliance controls for large language models (LLMs), multi-agent systems, and model control plane (MCP) servers. Cognisafe supports various AI frameworks, including LangGraph, CrewAI, AutoGen, Semantic Kernel, and any OpenAI-compatible stack, facilitating seamless integration into existing AI infrastructu
We built ICE at Dopove after watching teams hit the same wall repeatedly: an LLM system works fine in demos, then degrades in production because the model cannot reliably hold, retrieve, and attend to the right context over long workflows. The pain shows up as specific failures, not abstract architecture concerns: - "The agent completed steps 1–5, then forgot the result of step 2." - "We hacked together pgvector, Redis, summaries, and session state — now nobody trusts it." - "If this ever lea
INTEGRATED DEPOT MANAGEMENT SYSTEM FOR INTELLIGENT TRANSIT MANAGEMENT (IDMS)
Expert Rebilling is a done for you service company that specializes in building and maintaining hyper-profitable backend subscription stores for high-volume drop shipping businesses.
AxioRank is the security gateway for AI agents. It sits between the AI agents an organization runs and the tools, APIs, databases, and models they reach, and applies identity, policy, and inspection to every request. Each agent is issued a short-lived, signed identity, and every tool call and model request passes through the gateway, which verifies that identity, scores the request for risk, evaluates it against policy, checks tool and egress allowlists, and writes a redacted, append-only audit
LoRAX (LoRA eXchange) is a cutting-edge framework designed to serve thousands of fine-tuned Large Language Models (LLMs) on a single GPU. By dynamically loading task-specific LoRA adapters per request, LoRAX significantly reduces the cost of model serving without compromising throughput or latency. This approach allows for efficient scaling and management of numerous fine-tuned models, making it an ideal solution for organizations seeking to deploy multiple LLMs efficiently. Key Features and Fu
Agentis is a real-time checkout margin enforcement platform for Shopify Plus merchants using Oracle NetSuite. It evaluates every order against a configured profit floor in under 10ms — blocking, modifying, or flagging orders that would ship below acceptable margin. Built for mid-market DTC and B2B brands processing $5M–$100M in GMV who lose 8–15% of margin to discount stacking, freight zone variability, FX shifts, and stale COGS data. The platform integrates directly with Shopify Plus checkout
eesii is a programmatic print platform developed by Bertelsmann Marketing Services, designed to automate and optimize personalized, trigger-based direct mail campaigns. By integrating seamlessly with existing marketing automation suites or functioning as a standalone solution, eesii enables businesses to deliver timely, customized direct mail communications that complement digital marketing efforts. This approach enhances customer engagement and increases conversion rates by bridging the gap bet
OpenFang is an open-source Agent Operating System developed in Rust, designed to facilitate the deployment and management of autonomous AI agents. Unlike traditional frameworks that require constant user input, OpenFang enables agents to operate independently on predefined schedules, perform tasks such as building knowledge graphs, monitoring targets, generating leads, and managing social media accounts, all while reporting results to a centralized dashboard. The entire system compiles into a si