FINTECH
Real-time fraud detection at 50k TPS
A global payments platform migrated from PostgreSQL to IDB and cut fraud-detection latency from 120ms to 6ms. Change streams feed the ML pipeline in real time.
20× faster
E-COMMERCE
Product catalog with semantic search
One million SKUs, each with embeddings. Customers find what they're looking for — even with typos and vague intent — through vector search over product descriptions.
41% higher CTR
HEALTHCARE
HIPAA-compliant patient records
A telemed company stores clinical notes, lab results, and imaging metadata in a single collection per patient. Encryption at field level. SOC2 Type II certified.
0 breaches
GAMING
Leaderboards at 1M concurrent players
Live tournament rankings updated every 100ms. IDB Atlas handles the write amplification of a competitive multiplayer game without breaking a sweat.
100ms update cycle
IOT
Time-series sensor data at planet scale
500 million sensor readings per day from industrial equipment. Time series collections with automatic bucketing keep storage costs 60% below the previous Cassandra setup.
60% storage savings
AI / ML
Retrieval-augmented generation pipeline
An enterprise AI assistant uses IDB as both the operational store and the vector index. Embeddings live next to the source documents. No ETL, no sync lag.
Sub-8ms retrieval