How to Safeguard Against Large Language Model Hallucinations
Explore the causes of LLM hallucinations and discover four practical strategies to safeguard your AI applications from misinformation, ensuring more accurate and reliable outputs.
Praelexis is a trusted Artificial Intelligence (AI) advisory and implementation partner that empowers companies to unlock the full potential of their data using AI to enhance operations, make informed decisions, and achieve sustainable growth.
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StartSince 2012, Praelexis has been at the forefront of AI innovation, even before AI became the commodity that it is today. Our expertise demystifies AI and spans the entire AI spectrum including large language model (LLM) solutions. Beyond the hype, our AI solutions help our clients improve fundamental business operations and drive innovation.
Whether you're in Finance, Health, Retail, Agriculture, or any other sector, our team of experts is equipped to transform your operations with AI strategies.
A Transaction Classification Engine that provides customer insights that inform successful marketing and upselling.
Result: Recommending the specific value to the customer at the right time.
A tool that utilises an LLM to automate a manual reporting process.
Result: The new reports match the previous manual report and the client has access to a Business Intelligence (BI) tool that allows for customisation.
An automated reporting tool for client info regarding medical aid claims, contributions and health status.
Result: Automated reporting and versioned data allowing auditing and self-service capabilities for ad hoc reports.
A tool to identify clients' spending patterns.
Result: Creating archetypes for marketing campaigns, product bundling and discount optimisation.
A tool estimating the supply of crop commodities for successful commodity trading.
Result: Insights aiding decision-makers in production, sales and logistics.
A tool to accurately detect accidents and their severity to enable relevant operational processes and reduce false alarms.
Result: 43% increased accuracy when compared to previous techniques.
Wherever you are in your AI journey, we are ready to become your strategic partner and we help you understand your company's unique needs and assets before charting a course that is bespoke to your business. We guide you every step of the way as we implement each building block to take you to AI excellence, turning complexity into opportunity.
From Possibility to Plan
We believe in taking a step back to plan and discover business cases where AI can make the greatest impact before implementing any solutions.
Together, we shape an AI strategy aligned with your business priorities.
We also offer tailored AI education so that your team grows with your vision.
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Check out our latest blogs for updates on AI innovations, insights, and practical tips for your business.
Explore the causes of LLM hallucinations and discover four practical strategies to safeguard your AI applications from misinformation, ensuring more accurate and reliable outputs.
Learn how malicious user prompts can exploit large language models (LLMs) through prompt injection, and discover best practices to defend your AI systems.
Discover how to defend Large Language Models against prompt injection using layered strategies like input sanitisation, output moderation, and the Swiss Cheese Model.