Workshop on Creating Secure AI Applications

Introduction:

As generative AI continues to evolve at breakneck speeds, more and more organizations are using sensitive business data to train and enrich their models and applications to harness the true value of generative AI. This sensitive data in models and embeddings creates serious risks of sensitive data leakage. Privacera, the AI and data security governance company founded by the creators of Apache Ranger™, has focused on helping businesses address the risks of implementing generative AI and LLMs and empowering them to embrace the opportunity without compromising safety. The company created and launched Privacera AI Governance (PAIG), the industry’s first AI data governance solution. PAIG is targeted to address these security and privacy challenges by offering a real-time data security and privacy gateway at the GenAI application layer that secures both prompts (inputs) and model and application responses (outputs), as well as provide detailed continuous auditing and monitoring. PAIG provides an AI App called "Secure Chat" using which we can deploy your own ChatBot backed by your own data and get it governed using PAIG.

Tutorial:

Video Link https://privacera.com/resource-center/videos/privacera-ai-governance-overview/

Engineering practice:

Security and Governance

Technology:

GenAI

Story:

Privacera is rooted in balancing enterprise mandates for Security, Governance and Analytics.

Privacera empowers data-driven cultures where trusted data is democratized, shared, and leveraged for insights and decision making. Our journey below is a testament to this mission.

Serving Fortune 500 clients across various sectors, including finance, insurance, life sciences, retail, media, consumer, and government entities, Privacera’s robust platform accelerates business agility, maximizes data visibility, and optimizes collaboration with responsible access to data for faster insights. The company delivers trusted and timely access to data consumers, offering data privacy, security, and governance through its SaaS-based unified data and AI security platform.

Privacera holds AWS Data and Analytics Competency Status and collaborates with leading data sources such as AWS, Snowflake, Databricks, Azure, and Google. Privacera is recognized as a leader in the 2024 GigaOm Radar for Data Governance, was a 2022 CISO Choice Awards Finalist, and received the 2022 Digital Innovator Award. The company is also named a “Sample Vendor” for data security platforms in the Gartner® Hype Cycle™ for Data Security, 2023.

-- Currently working on enhancing Governance on GenAI Technologies like Chatbots based on LangChain, BedRock, etc. Visit - https://privacera.ai/

-- Orchestrated end-to-end SDLC from scratch, including design, development, and infrastructure setup, for 'Privacera AI Governance(PAIG)' i.e a SaaS based solution on AWS EKS. This Unified Data Security Governance platform is tailored for Generative AI models and applications.

-- Developed and deployed ChatBots leveraging LangChain to facilitate querying of Privacera Product Data, enhancing user accessibility and interaction.

-- Spearheaded the adoption of direct release from the main branch strategy, streamlining release cycles and eliminating the need for maintaining separate release branches.