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Blogs Posts

3 minute read
Financial Services

The Full Potential of Generative AI in Financial Services

Discover how Legion is transforming the financial services sector with generative AI, enhancing decision-making, compliance, and innovation. From investment firms to insurance, Legion integrates seamlessly to streamline operations while ensuring data protection.
3 minute read
RAG

Taking RAG Beyond Documents: How Legion Empowers Bidirectional Data Flow

Legion improves RAG by linking it with enterprise systems for seamless data flow. It supports custom integrations, AI-driven operations, and user adaptability, ideal for industries like aerospace and manufacturing.
4 minute read
Engineering

Transforming Engineering with Generative AI: Efficiency through Automation

Engineering teams face complex projects, limited budgets, and evolving technologies. Legion's platform offers solutions by centralizing data access and automating tasks. With instant information access, automated document generation, and regulatory compliance, teams achieve greater efficiency and innovation.
4 minute read
Federal
Partnerships

Optimizing Government Workflows: How AI is Making a Real Difference

Redhorse partners with Legion to streamline government workflows, automating tasks and boosting data security. This enhances productivity by addressing data sensitivity, tool adoption, prescriptive maintenance, efficient document searches, and federal contract responses.
6 minute read
Enterprise AI

The False Dichotomy: Navigating the Build vs. Buy Dilemma in Generative AI

Explore the build vs. buy dilemma in generative AI. Learn why adopting a hybrid strategy balances unique value and rapid deployment. Discover how businesses can achieve success by integrating Legion into their operations for both flexibility and immediate capabilities.
4 minute read
Security

The Journey to Secure Generative AI: Balancing Fort Knox-Level Security with Flexibility

Discover how to secure generative AI without sacrificing flexibility. Learn about Legion's modular approach, which combines privacy-first design, adaptable infrastructure, and enterprise-grade security.
6 minute read
Enterprise Search

Why Traditional Knowledge Management Is Failing Your Organization (And What to Do About It)

Traditional knowledge management systems are outdated, relying on centralized repositories. Horizontal AI deployment integrates diverse information sources like Slack and Salesforce, emphasizing flexibility, security, and scalability. This approach makes knowledge accessible and actionable across an organization.
2 minute read
Announcements
Security

Enhancing AI Flexibility: Legion Integrates NVIDIA NIM Microservices for Secure, Scalable Solution

Legion integrates NVIDIA NIM microservices into its GenAI platform, expanding enterprise-ready LLMs, ensuring secure and flexible deployments. This enhances GPU-accelerated model variety, aiding secure, scalable AI solutions for enterprises.
3 minute read
Enterprise Search

Enterprise Search is Dead, but AI Chat Without Context is Just Search with Extra Steps

Discover how Legion is changing enterprise search with conversational AI, transforming data into actionable insights and providing a seamless, intuitive experience for employees across various systems.
3 minute read
Enterprise AI

Advanced Strategies for Maximizing ROI on AI Investments in Enterprises

Discover how to maximize ROI on AI investments in enterprises by effectively measuring their impact using analytics, categorizing solutions as vertical or horizontal, and continuously optimizing for better adoption and efficiency.
4 minute read
Aerospace

Generative AI in Aerospace: Role-based Workflows and Decision-Making

Generative AI revolutionizes aerospace by streamlining workflows and improving decision-making. Legion helps engineers, technicians, and supply managers manage non-conformance reports, prescriptive maintenance, vendor optimization, and ticket resolution efficiently.
3 minute read
Announcements
Federal
Defense
Enterprise AI

Fueling the Future of Mission-Critical AI: Announcing Legion's $40M Series B

Legion raises $40M Series B led by XYZ Ventures, Glynn Capital, and Nava Ventures. This funding boosts our mission-critical AI for defense and enterprise sectors, achieving reliable, impactful real-world deployments.
4 minute read
Enterprise AI

Measuring and Optimizing AI Investments in the Enterprise

Explore strategies for measuring and optimizing AI investments in enterprises, focusing on total cost of ownership, right-sizing models, strategic development, and ensuring internal adoption and governance.
5 minute read
Aerospace

Transforming Aerospace Operations with Generative AI

Generative AI is transforming aerospace operations by tackling knowledge loss, fragmented data, and complex technical documentation. Legion enhance efficiency, safety, and decision-making with secure, reliable tools tailored for the aerospace industry.
9 minute read
RAG

Legion RAG: Performance That Doesn’t Break the Bank

Discover how Legion's RAG system matches Anthropic’s Contextual Retrieval performance on the Codebases dataset at just 1/300th of the cost. Explore our evaluation to see why Legion RAG is the smart, cost-effective choice for high-performance AI solutions.
5 minute read
RAG

Long Context Windows: Lots of Bucks, Where's the Bang?

GenAI's potential is vast, but practicality lags. Legion compares Retrieval Augmented Generation (RAG) to long context models for knowledge retrieval, favoring RAG's accuracy and scalability for enterprise use.
12 minute read
RAG

RAG Systems vs. LCW: Performance and Cost Trade-offs

Comparing RAG systems and LCW models on Needle in a Haystack benchmarks, showing RAG's superior performance and scalability, highlighting the need for better benchmarks for LCW models.
3 minute read
Enterprise AI

5 Ways To Leverage AI In HR To Improve Team Performance And Recruitment

Discover how Legion AI in HR revolutionizes team performance and recruitment. Boost onboarding, productivity, communication, and collaboration with AI Assistants!
4 minute read
RAG

Chat Metrics for Enterprise-Scale Retrieval-Augmented Generation

Ensure your RAG system's efficiency with comprehensive chat metrics. Legion offers tools to monitor system performance live, using real-world data without labeled datasets, optimizing your retrieval and generation processes.
4 minute read
Enterprise AI

From GPT to GDP: AI won’t change the world until we do the dirty, unsexy work

Over a year after ChatGPT's launch, AI excitement remains high, but integrating AI into core business systems is challenging. True transformation requires bridging cutting-edge tech with legacy infrastructures.
4 minute read
Enterprise AI

What Both the AI Die-Hards and The True Believers Must Remember About the Early Internet

AI debate mirrors early internet era: high hopes clash with realities, echoing past tech cycles. True AI impact akin to slow web evolution, requiring substantial infrastructure and integration efforts.
10 minute read
Enterprise AI

Enterprise Efficiency: The Performance vs. Cost Tradeoff in LLMs

Next-gen AI without breaking the bank! AWQ, a quantization method, boosts deploying LLMs' cost-effectiveness by cutting GPU needs, enabling wider access to advanced AI technology at lower costs.
2 minute read
Enterprise AI
RAG

Enterprise AI with Retrieval-Augmented Generation (RAG): Beyond LLMs

Learn how Retrieval Augmented Generation (RAG) is transforming enterprise AI and overcoming limitations of LLMs.
5 minute read
Enterprise AI

The Promise and Peril of Generative AI for Enterprises

Enterprises need more than a powerful AI model; they require a secure, efficient, and compliant platform, not just disparate tools, to deploy generative AI at scale.
3 minute read
Security
Enterprise AI

Unlocking the Power of Generative AI: Why Enterprises Need a Comprehensive Platform

Discover why Legion is essential for businesses adopting generative AI, offering unmatched security, smooth integrations, and powerful analytics.
6 minute read
Aerospace

Utilizing Generative AI in Aircraft Maintenance: True Potential of GenAI

Discover how generative AI transforms aircraft maintenance by enhancing diagnostic accuracy, improving troubleshooting, and fostering innovation.
2 min read
Enterprise AI

Navigating The Maze of Lengthy Documents with The Aid of AI

See how easy it is to navigate across complex documents with Legion.
11 Minute Read
Hallucination

Illusions Unraveled: The Magic and Madness of Hallucinations in LLMs

TL;DR: We benchmarked various open-source LLMs, including Llama-v2-7b-chat, finding they hallucinate around 55% of the time in context-aware Q&A tasks without tuning.