Analytics

AI and RAG with Gemma, Ollama, and Logi Symphony

Local LLMs are becoming mainstream with sites like HuggingFace promoting open sharing of trained LLMs. These LLMs are often very small but still extremely accurate, especially for domain-specific tasks like medicine, finance, law, and others. Gemma is a multi-purpose LLM and, while small, is competitive and accurate. Local LLMs also have the advantage of being completely run inside your own environment.

Workplace Claims: A Close Look at the Importance of Quick Settlements

Workplace claims are legal actions or complaints that employees set forth against their employers due to violations of employment laws or contractual agreements. In recent times, employees feel encouraged to speak up for their rights with no workplace harassment, discrimination or unjust treatment. This increased awareness has raised legal standards and regulatory frameworks and thus, employees feel more empowered to report instances of harassment and discrimination.

How to Calculate Growth Rates in SaaS: Start with These 12 Growth Metrics

There’s nothing businesses desire more than growth. Your growth rate is a telling indicator of how far you’ve come in business and how soon you’ll be able to break even on investments. And if your company is shooting for an exit soon, your growth rate can be the difference between a few hundred thousand vs millions in investment dollars. With SaaS, the stakes are even higher.

Navigating AI-Driven Claims Processing

95% of insurers are currently accelerating their digital transformation with AI-driven claims processing. Traditionally, this process involved manual steps such as claim initiation, data entry, validation, decision-making, and payout, consuming significant time and resources. However, the introduction of AI has replaced tedious manual work, enabling companies to streamline their tasks efficiently.

A Simple Guide to Medical Insurance Claims

Insurance companies and third-party administrators are increasingly turning to automated data extraction to expedite the processing of medical insurance claims. This approach serves as a better alternative to time-intensive manual claim management. Leveraging AI technology allows them to efficiently extract crucial data from documents, eliminating manual data entry errors and significantly reducing processing times.

Lean Team, Big Data: SalesRabbit's Path to Success

In today's fast-paced digital world, an efficient data stack is the key to staying ahead. Let's unravel the journey of SalesRabbit through its data landscape, in which they achieve remarkable results with a lean team and unlock the potential of their multi-tenant databases. Giovanna, Analytics Engineer of SalesRabbit and Daniel, CRO of Hevo Data guide us through their experience, from understanding their unique data requirements to selecting the perfect toolset tailored to their needs, budget, and goals.

Gen AI for Customer Service Demo

Iguazio would like to introduce two practical demonstrations showcasing our call center analysis tool and our innovative GenAI assistant. These demos illustrate how our GenAI assistant supports call center agents with real-time advice and recommendations during customer calls. This technology aims to improve customer interactions and boost call center efficiency. We're eager to share how our solutions can transform call center operations.

ETL Testing: Processes, Types, and Best Practices

ETL testing is a set of procedures used to evaluate and validate the data integration process in a data warehouse environment. In other words, it’s a way to verify that the data from your source systems is extracted, transformed, and loaded into the target storage as required by your business rules. ETL (Extract, Transform, Load) is how data integration tools and BI platforms primarily turn data into actionable insights.