Integrate AI into Your Company’s Systems
Large language models (LLM) have taken the world by storm. OpenAI's GPT models are continuously evolving and improving at an accelerating pace, and several competing models have entered the market. Although language models are advancing, they are limited to the available data on which they have been trained. Any confidential information remains beyond the reach of language models, and therefore, while ChatGPT is impressive, it cannot answer questions about your company's data.
To integrate a company's data and applications, software solutions are needed to enable this connection. Pareto builds agents that extend the capabilities of generative AI. Combined with the latest language models, these agents allow for the implementation of essential information, data, and operations specific to the company.
The pace of technological innovation is extremely fast, and winning solutions are those that can seamlessly adopt the latest language model versions (e.g., GPT-3.5 -> GPT-4 -> GPT-4o) and are not tied to a specific technology.
McKinsey has estimated that generative AI could add 13 billion to Finland's GDP - enabling this requires both software expertise and rethinking the company's business processes.
AIVO - Pareto's AI Software Platform
AIVO is a software platform developed by Pareto that extends the functionalities of generative AI and allows the secure use of a company's own data. AIVO enables companies to benefit from the latest developments in AI models. AIVO seamlessly integrates into the company's own operational environment. AIVO has already been utilized in fields such as education and process industry.
Four key objectives guided AIVO's development:
Use the latest and best models that are not otherwise easily accessible
Extend the functionality of commercial language models with agents
Leverage a company's own data securely and privately
Address language model weaknesses such as hallucinations and lack of context
By integrating AIVO into your company’s operations, our goal is to achieve at least a 20% improvement in expert productivity.
Various integration options include:
Initially, the company is likely to have several task-specific AI agents, which will later form conversational connections and request specialized services from each other. In this context, it is important to focus on providing data rather than adding intelligence, as language models evolve rapidly and customized intelligence solutions become outdated quickly.
Pareto’s experts
have a deep understanding of industrial processes and expertise in generative AI, which helps us solve our clients' problems efficiently. Better results are achieved when use cases are clearly and precisely defined rather than trying to solve everything with AI.
What Is Generative AI Used For?
As an Aid in Software Development
- For company design systems
- Writing and optimizing code
- Maintaining codebases and documentation
Marketing and Customer Service
- Content creation and copywriting
- Chatbots and virtual assistants
- Analyzing customer feedback
Automation and Process Optimization
- Automating repetitive tasks
- Agents monitoring and responding to data
- Detecting anomalies
Data Analysis and Reporting
- Data processing and visualization
- Identifying forecasts and trends
- Multimodal observation and analysis
Product Development and Innovation
- Generating new ideas and concepts
- Designing and testing prototypes
- Improving user experience
Human Resources and Recruitment
- Analyzing and generating CVs
- Employee development plans
- Personalizing training
What happens next?
The amount of data continues to grow exponentially: 90% of all the world's data has been created in the last two years. The capability of generative AI grows with the amount of data, computational power, and better algorithms. The amount and quality of available data are the most important factors in AI's value creation. The second most important factor is the organization’s broad expertise and experience in utilizing AI throughout its operational activities.
Generative AI will revolutionize everything. It has already ranked in the top 10% in certain subject and intelligence tests. AI will inevitably fundamentally change every industry. There is evidence that generative AI is evolving into a general-purpose tool for almost all digital tasks. We are also living in a time of AI malleability, and we have a moral obligation to develop software ethically.
