Google Cloud Data & AI
AQBEE leverages Google Cloud's industry-leading data and AI capabilities to build intelligent platforms that transform Salesforce data into actionable insights. From BigQuery analytics and Vertex AI models to Dataflow pipelines and Looker dashboards, we create end-to-end data solutions that enhance CRM intelligence and drive business outcomes.
What We Deliver
Vertex AI & AutoML
Train and deploy custom ML models on Vertex AI — from AutoML for quick wins to custom TensorFlow/PyTorch models for complex predictions integrated back into Salesforce.
BigQuery ML
Build and deploy machine learning models directly in BigQuery using SQL, making predictive analytics accessible to data analysts working with Salesforce data.
Dataflow Pipelines
Design real-time and batch data processing pipelines with Apache Beam on Dataflow for Salesforce data transformation and enrichment at scale.
Document AI & Vision AI
Extract structured data from documents and images using Google Document AI and Vision AI, feeding results into Salesforce for automated processing.
Natural Language AI
Implement sentiment analysis, entity extraction, and text classification on customer communications to enrich Salesforce records with AI-derived insights.
How We Apply It
Predictive Customer Health Scoring
A SaaS company trains a churn prediction model on Vertex AI using Salesforce usage data, support tickets, and billing patterns — surfacing risk scores directly in Service Cloud for CSM action.
Vertex AI custom model with automated retraining pipeline, predictions served via Cloud Functions into Salesforce custom fields.
Intelligent Document Processing
A real estate firm uses Document AI to extract key terms from lease agreements and property documents, automatically populating Salesforce records and triggering compliance workflows.
Google Document AI with custom processors trained on domain-specific document layouts for 95%+ extraction accuracy.
Customer Sentiment Dashboard
A hospitality brand analyses guest reviews and support transcripts using Natural Language AI, scoring sentiment and extracting themes that feed into Salesforce for service improvement tracking.
Google Natural Language API processes text at scale, with results aggregated in BigQuery and visualised in Looker dashboards connected to Salesforce metrics.
See this in action
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