Salesforce Data Migration

Migrated critical Salesforce data to support a unified agent platform.

Legacy systems limited platform unification

Transitioning from retiring systems required reliable data migration without disrupting agent workflows.

We engineered a staged migration strategy

Incremental pipelines were built to ensure continuity and data integrity during platform transition.

Databricks-based extraction pipelines

Batch pipelines leveraged Salesforce Bulk API and Databricks to incrementally extract and transform critical datasets.

Successful migration supporting unified operations

The migration enabled a consolidated agent experience and improved operational efficiency.

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Engineer validating AI-generated code and documentation after identifying hallucinated technical explanations during code review.

AI Hallucinations

AI invents false evidence

Incident management dashboard with AI assistant helping engineering teams coordinate response and restore critical services.

AI for Major Incidents

Faster incident recovery with AI

Factored Semantic Layer architecture for governed enterprise metrics

Governed Metrics for AI

Single logic across every interface