A Wolfram Consulting User Story: 
LabV’s Digital Assistant

Filippo Visco-Comandini, Wolfram Solutions

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ABSTRACT

In this talk, we discuss how Wolfram consultants collaborated with LabV Intelligent Solutions to integrate a digital assistant into LabV®, a laboratory data management platform . We explore how Wolfram' s technology stack and consultants' expertise enabled the development of an AI - powered lab assistant, driven by a large language model with access to custom computation and data retrieval tools . This assistant not only streamlines data analysis but also provides deep insights, transforming the way users interact with and understand their laboratory data .

LabV

LabV is  a comprehensive data management platform designed to streamline lab operations

Maximized Efficiency: LabV optimizes lab data management by organizing and analyzing data to enhance product quality and speed up development.

Data Integration: The platform provides the capability to connect effortlessly to a wide variety of devices and systems within the lab environment, automating complex processes like data mapping and input, which minimizes errors and saves time.

Data-Driven Insights: Leveraging advanced analytics tools and sophisticated visualizations, LabV uncovers critical trends and anomalies that were previously difficult to detect. This empowers labs to make more informed and timely decisions based on deep, data-driven insights.

Demo

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LabV Digital Assistant

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LabV’s Digital Assistant uses LLM capability and the Wolfram Technology to explore and analyze laboratory data

Comprehensive Data Exploitation: : LabV’s Digital Assistant fully leverages both historical and real-time data, ensuring no information is overlooked.

Fast Insights & Visualizations: The assistant rapidly processes large datasets, providing insightful analysis and clear visualizations in real time, enabling lab teams to act quickly on crucial findings.

Trend & Anomaly Detections: Through advanced algorithms, the assistant identifies hidden discrepancies, trends, and irregularities that may have gone unnoticed, improving overall accuracy and quality control.

Complex Correlation Discovery: analyzing intricate datasets, the assistant uncovers previously undetected relationships and correlations, revealing deeper insights that support more informed decision-making.

Why Wolfram ?

Wolfram Technology stack for tool-assisted AI

LLMs gains computation "super power" through Wolfram technology. The stack enhances LLM with computational capabilities, enabling precise calculation, real-time data access, and complex visualizations.

The enhanced code generation assists  LLMs in writing code to connect with diverse client data sources

The Wolfram technology minimizes AI hallucinations by grounding AI in factual, computation capabilities.

Wolfram Language

Wolfram Language represents everything as symbolic expressions, offering flexibility and power for programming.

It integrates vast knowledge - algorithms, data, and real-world computations, into the language for complex tasks.

From Machine Learning to Data science, WL supports a wide range of computation areas with efficient deployment across all platform

It include a tool suite to handle multiple and diversified data connections.

EPC

Wolfram cloud environment in a centralized, private, and secure enterprise solution

All language components and custom created routines can be accessed via generated web APIs

Storage of data retrieval results for LLM computation. LLM can quickly access the cleaned results

Kernel forking allows each request to start in exactly the same pristine state.

Wolfram Consultant Group

We built the ChatGPT evaluation tool during the first months of ChatGPT fever,  demonstrating expertise in LLM technologies

We have proven experience: year of experience developing Wolfram Alpha, curated database and ontology framework designed for AI consumption

We are masters of Data science, modeling ,statistics, and machine learning technique before it was cool.

Skilled in fast-paced API work, leveraging access to the developers who built the underlying Wolfram Technology

LabV Solution

Conclusions - Another successful story

Wolfram Consulting developed a custom LLM solution tailored to the specific LabV needs.

High-Quality Adaptation: We customized the LLM specifically for LabV’s data, ensuring it delivered accurate and relevant results by minimizing hallucinations. This careful adaptation led to more precise data handling, significantly improving the reliability of the AI’s outputs

Competitive Advantage: by leveraging Wolfram’s powerful LLM Technology,  we provided LabV with a competitive edge, empowering the startup to advance its position in the market through cutting-edge AI integration.

Fast execution: Our team successfully delivered the entire project within just 6 weeks, a testament to our efficiency and expertise in developing high-performance AI solutions under tight deadlines.

Investor Confidences: The early results of the project enabled LabV to showcase the effectiveness of the solution to investors, significantly boosting their confidence and helping to secure crucial funding for future growth.