Creating AI-based

Teams of Digital Employees 
to supercharge your business


1. 

Stop knowledge leaks due to employee churn


2. 

Minimize costs with co-working  employees


3. 

Get opinions & actionable insights fast



Approach


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 Unlike others SophoTree's Digital Employees:


Compliments co-pilots with business specific know-how

Follows external market developments


Contributes opinion on customers and market 

Can retain information internally with no external API calls


Research


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Retrieval Augmented Generation (RAG)


Retrieval augmented generation (RAG) is a technique that supplements text generation with information from private or proprietary data sources. It combines a retrieval model, which is designed to search large datasets or knowledge bases, with a generation model such as a large language model (LLM), which takes that information and generates a readable text response.

Multi-agent system design, operation & optimization

A vector database is a collection of data stored as mathematical representations. Vector databases make it easier for machine learning models to remember previous inputs, allowing machine learning to be used to power search, recommendations, and text generation use-cases.

Intent identification, business role analysis & design

Intentions are mental states that involve action plans to which the agent has committed themselves. As action plans, they can guide behavior. The action plan constitutes the content of the intention while the commitment is the agent's attitude towards this content. The term "intention" can be used both for prospective intentions, which are not yet executed, and for the intentions guiding the behavior as it happens, so-called immediate intentions, as discussed below.


Upcoming Products


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Offered as SaaS & Enterprice


Read more on who Digital Employees are for 


Code of Conduct


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SophoTree enbraces the Hiroshima Process "International Code of Conduct" for Advanced AI Systems.


Aims to promote safe, secure, and trustworthy AI worldwide and will provide voluntary guidance for actions by organizations developing the most advanced AI systems, including the most advanced foundation models and generative AI systems

On the basis of the International Guiding Principles for Organizations Developing Advanced AI systems, the International Code of Conduct for Organizations Developing Advanced AI Systems aims to promote safe, secure, and trustworthy AI worldwide and will provide voluntary guidance for actions by organizations developing the most advanced AI systems, including the most advanced foundation models and generative AI systems (henceforth "advanced AI systems").


 


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