Here’s how AI is reshaping decision-making in Salesforce Data Cloud.
1. Streamlining Predictive Modeling
– Salesforce Data Cloud simplifies AI integration, enabling developers to easily operationalize predictive models.
– By using tools like prediction jobs, businesses can convert historical data into actionable insights.
2. Building and Activating Prediction Jobs
– Create a prediction job by selecting a data model object and configuring columns for input.
– Choose between streaming or batch processing to update predictions based on source data changes.
– Once created, activate the prediction job to begin generating outcomes.
3. Insights from Prediction Outcomes
– Generated predictions provide a percentage likelihood for events, such as adoption rates in a rescue center.
– Use Data Cloud’s Data Explorer and Query Editor to merge prediction data with source details, enhancing visibility.
4. Taking Action on Predictions
– Streaming predictions allow real-time reactions, triggering business processes through Data Cloud-triggered flows.
– Configure flows to respond to changes in predictive scores, facilitating immediate interventions or marketing efforts.
5. Enhancing Business Processes
– Utilize Slack integrations to surface insights and collaborate effectively.
– Automate processes for records below a certain prediction threshold to improve outcomes, such as animal adoptions.
Salesforce technical debt can critically hinder growth if left unmanaged. Outdated systems and configurations can slow down innovations, reduce ROI, and strain resources. As a Salesforce architect, you can proactively address technical debt, helping non-technical managers recognize its impacts and prioritize solutions. This strategic focus ensures your Salesforce investments align with business objectives.
Salesforce Data Cloud empowers organizations to operationalize AI, driving smarter decisions. Leverage these tools to refine your data strategies and boost business outcomes.
You can read it here: https://sfdc.blog/EHFzj
Source from developer(dot)salesforce(dot)com