Use Cases

Transform Your Business with AI-Native Data Operations

E-Commerce & Retail

Intelligent Product Discovery

Enable customers to find products using natural language, images, or semantic search. Synapcores powers recommendation engines that understand context and user intent.

Key Benefits:

15-30% increase in conversion rates
40-60% reduction in search abandonment
Real-time personalization at scale
Natural language product search

"We replaced our traditional search with Synapcores and saw immediate results. Customers can now search for 'something cozy for winter evenings' and get relevant products. Conversion rates increased by 23% in the first month."
- Head of Engineering, Major Retailer

-- Semantic product search with personalization
SELECT product_id, name, price,
       SIMILARITY(embedding, EMBED(@user_query)) as relevance,
       PERSONALIZE_SCORE(@user_id, product_id) as user_affinity
FROM products
WHERE relevance > 0.7
ORDER BY (relevance * 0.6 + user_affinity * 0.4) DESC
LIMIT 20;

Financial Services

Real-Time Fraud Detection

Detect and prevent fraudulent transactions in milliseconds, not minutes. Synapcores' native AI inference eliminates the latency of external fraud detection services.

Key Benefits:

60-80% reduction in fraud losses
90% fewer false positives
Sub-second transaction decisions
Continuous model improvement

-- Real-time fraud detection with explanations
CREATE TRIGGER fraud_check
ON transactions
AFTER INSERT
WHEN PREDICT_FRAUD(NEW.*) > 0.8
EXECUTE BEGIN
  INSERT INTO fraud_alerts (transaction_id, risk_score, explanation)
  VALUES (NEW.id, 
          PREDICT_FRAUD(NEW.*),
          EXPLAIN_PREDICTION('fraud_model', NEW.*));
  
  UPDATE transactions 
  SET status = 'pending_review' 
  WHERE id = NEW.id;
END;

Healthcare & Life Sciences

Intelligent Document Processing

Automatically extract, classify, and analyze medical documents with built-in AI capabilities. Process patient records, lab results, and clinical notes at scale.

Key Benefits:

70-90% reduction in manual processing
HIPAA-compliant AI operations
Real-time clinical decision support
Automated medical coding

Example Applications

Patient record analysis
Clinical trial matching
Drug interaction checking
Treatment recommendation systems

Manufacturing & IoT

Predictive Maintenance

Prevent equipment failures before they happen with real-time sensor analysis and AI-powered predictions.

Key Benefits:

30-50% reduction in downtime
20-35% lower maintenance costs
Real-time anomaly detection
Edge deployment capabilities

-- Predictive maintenance with time-series analysis
SELECT equipment_id,
       PREDICT_FAILURE_PROBABILITY(
         WINDOW_AGG(sensor_readings, '1 hour')
       ) as failure_risk,
       ESTIMATED_TIME_TO_FAILURE() as ttf
FROM iot_sensors
WHERE timestamp > NOW() - INTERVAL '1 hour'
GROUP BY equipment_id
HAVING failure_risk > 0.7;

SaaS & Technology

Intelligent User Analytics

Understand user behavior, predict churn, and personalize experiences with native AI operations on your application data.

Key Benefits:

Identify at-risk customers instantly
Personalize user experiences
Automate user segmentation
Real-time behavior analysis