When data and content combine through AI, LLMs are formed, and businesses grow. Efficient interaction with these assets can set organizations apart. However, integrating LLMs into existing workflows presents significant challenges—such as choosing the right architecture, managing vast amounts of data, and ensuring scalability. After working with many engineering teams, we’ve developed a solution with best practices.
In one word: Everything. LLMs can be anything you want them to be and are designed to answer multiple and versatile organizational needs. A Large Language Model is an advanced AI solution trained on vast amounts of text data to perform predetermined tasks. From automating customer service responses to generating content and extracting insights from data, LLMs can do it all.
Tikal implements different tech solutions depending on the specific goals. These include LangChain, with OpenAI or Gemini, using the base practices for Prompt Engineering. In the case of company-specific data, we will help you build your internal RAG using a VectorDB or GraphRAG depending on your needs. These technologies enable seamless integration of LLMs, ensuring that your applications can efficiently process and analyze text data at scale.
By partnering with Tikal to build and integrate LLMs, your organization can gain multiple benefits:
Designing an LLM application is not simple. There are multiple considerations to take into consideration. For example: do you need a RAG for your data. How do encode and process your data. What is the best DB for saving the RAG information, and much more.
Simplify how your team interacts with data and content, making it easier to extract valuable insights that can be used for endless improvements across the organization.
Streamline content creation processes, such as customer service responses. Build smart flows that build solid relationships and much more.
Build applications that can evolve with your needs, thanks to the adaptable nature of LLMs. Tikal will ensure that the LLMs you use can mature with your company.
Reduce the time and resources spent on manual data analysis and content creation. Achieve more while minimizing human error.
Stay ahead of the competition by embracing the latest AI technology to boost your operations.
During the intro sessions, Tikal will work closely with your team to strategize by asking the right questions regarding your organization’s needs, goals, challenges, work environments, and plans. We will be able to shape the perfect tech squad and adapt our solutions and roadmap accordingly.
The Tikal Squad will then join forces with your team, acting as an integral yet independent unit. Squad members will be chosen based on the relevant expertise required for the task. Tikal’s squad will also share all the relevant knowledge required for your team to continue thriving.
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Let's work together to transform how your organization interacts with data and content.
