AI revolution and Salesforce, Jiří Karpíšek

CzechDreamin 110 views 34 slides May 23, 2024
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About This Presentation

We're living the AI revolution and Salesforce is adapting and bring new value to their customers. Einstein products are evolving rapidly and navigating their limitations, language support, and use cases can be challenging.

Let's make review of what Einstein product are available currently, ...


Slide Content

AI revolution and Salesforce Jiří Karpíšek

AI Evolution

A bit of Theory Predictive AI Designed to predict future events or outcomes based on historical data and patterns. Predictive AI is not limited by language. Natural Language Processing Subfield of AI focuses on the interaction between computers and humans using natural language. Includes a broader set of techniques and applications beyond just LLM, like rule-based systems, statistical models, and neural networks. Large Language model System designed to understand and generate human language. It's vast database of text data, combined with algorithms that enable it to process and generate language-based tasks. Trained on large text data, such as books, articles, and websites, to learn patterns in language.

Prediction Builder

Einstein Prediction Builder

Einstein For Sales

Lead / Opportunity Scoring

Activity Capture & Email Insights Version comparison

Sales Email & Summaries

Conversation Insights & Summary & Explorer

Predictions & Next Best Action

Automated Contacts

Recommended Connections

Sales Analytics

Forecasting

Einstein For Service

Einstein Bot

Classification & Routing

Conversation Summaries & Wrap-up

Reply & Article recommendations

Knowledge Creation

Mining & Service Analytics

Salesforce Copilot

Copilot Demo

Einstein 1 Studio

Prompt Builder

Copilot Builder

Model Builder

Roadmap

Trust layer

Key take aways 1 Salesforce AI is working mainly in major language, CZ is for NLP in Beta, but unknown if or when would be fully supported 2 Pre-build AI products are specific to one purpose, I believe Copilot and Prediction Builder with Data Cloud will be the future 3 SF is using and supporting generic Amazon, MS / OpenAI, Google, Databricks models. If you need highly precise model have to look for 3 rd party solution like Rossie.ai 4 If you have more questions, find me at Enehano stand