Knowledge
Assistant
Knowledge
Assistant
Reveals obscured organizational knowledge
A conversational interface built on your distributed enterprise knowledgebase that serves the right and contextual information quickly to internal and external users
Intelligent Data Analytics
Intelligent Data Analytics
Illuminates covert business data
Enable your users to discover, connect and query your siloed enterprise data in natural language using the power of LLMs
Cognitive Process Automation
Cognitive Process Automation
Automates routine business tasks
Automate your business processes to limit or optimize manual efforts in cognitive tasks, ultimately driving productivity and improving the overall effectiveness of the enterprise
AI Augmented Systems Engineering
AI Augmented Systems Engineering
Unlocks the technology barriers
Accelerate and enhance your enterprise IT programs using Generative AI capabilities in different phases of SDLC
BizBrain AI
Having experienced several shortcomings of conventional RAG architecture in GenAI, we identified some critical limitations:
- Inaccuracy of Retrieved information
- Access Control and permission management
- Data Security and Model Hallucinations
To address these issues, we developed an advanced Graph-based RAG and Summarization architecture, well-suited for business use cases for its accuracy and security.
BizBrain AI, a Generative AI Architecture Framework for Enterprises, serves as the cornerstone for enterprises embarking on the journey of Generative AI adoption. This comprehensive framework is designed to seamlessly guide enterprises through the complexities of integrating Generative AI into their processes, functions, and overall business strategy. Building on the proven success of KAPS, Accion Labs' established Gen AI adoption framework for enterprises, BizBrain AI helps in categorizing use cases, providing a roadmap, and facilitating strategic implementation of Generative AI.
GenAI in a Box
Cloud-based Large Language Models (LLMs) often come with high operational costs, especially for high production volumes. To address this issue, we partnered with Dell and Nvidia to develop an on-premises solution that significantly minimizes operational expenses (near zero opex cost) for Generative AI consumption. Additionally, we have successfully developed and fine-tuned smaller LLMs as an alternative to expensive models, that deliver equivalent performance and accuracy.
Accion Labs' "GenAI in a Box" is designed to transform the way businesses adopt Generative AI by offering a comprehensive suite of solutions. These include infrastructure setup, technology blueprints, deployments, and ready-to-use business applications. "Gen AI in a Box" focuses on three critical areas to overcome challenges in Gen AI adoption:
- Reduced Development Time: Benefit from pre-built, configurable applications that significantly shorten the development cycle.
- Cost-Effectiveness: Utilize customizable LLMs and inclusive GPU support to manage costs effectively.
- Enhanced Data Security: Keep sensitive business data secure with on-premises solutions, ensuring it remains in-house.
In essence, "GenAI in a Box" stands out as a secure and economical on-premises solution. It tackles the key challenges in the Generative AI ecosystem by offering end-to-end services that accelerate and sustain AI adoption, making Generative AI more attainable and practical for businesses
Potential Data Leakage
We understand the potential risks of data leakage and take relevant measures to safeguard your sensitive information throughout the AI integration process.
Eliminating Hallucinations
Our expertise lies in controlling hallucinations that may arise from Generative AI, ensuring that the technology produces accurate and reliable results.
Ethical and Bias Considerations
We prioritize ethical AI practices and work diligently to minimize biases, ensuring fairness and accountability in your AI systems.
Integration and Technical Challenges
Our consultants have extensive experience in integrating Generative AI into existing infrastructure, overcoming technical obstacles seamlessly.
Regulatory Compliance
We stay up to date with the latest regulations and industry standards, ensuring that your AI implementation meets all necessary legal and regulatory requirements.
Adoption and Change Management
We provide comprehensive support during the adoption phase, assisting your team in embracing the new technology and navigating any organizational changes effectively.
