DriftDB observes your query patterns, pre-computes results, auto-creates indexes, and adapts its schema in real time — so your app stays fast without you lifting a finger.
-DriftDB runs a lightweight ML model alongside your data, continuously optimizing without human intervention.
-DriftDB learns which queries run most often and pre-computes their results. Hot paths get served from memory, not disk — transparently.
-Drop an index on a hot column and DriftDB accelerates it instantly. Unused indexes are flagged and removed automatically — no more stale bloat.
-Add columns, change types, or restructure tables mid-flight. DriftDB migrates data incrementally and serves queries throughout the process.
-During low-traffic windows, DriftDB runs what-if analysis on your query plans and pre-allocates resources before traffic spikes arrive.
-Multi-version concurrency with serializable isolation guarantees. DriftDB never reads stale data, even under heavy write pressure.
-OLAP and OLTP in one engine. Run analytical queries alongside transactional ones without impacting each other's performance.
-Real-world benchmarks from production workloads migrated to DriftDB.
-"We migrated our 500GB analytics DB to DriftDB and cut our dashboard load time from 4.2s to 890ms — without touching a single query. The auto-indexing alone saved us three sprint weeks."
- -"DriftDB is the first database I've used that actually gets faster the longer it runs. Our e-commerce platform handles 6× the Black Friday traffic now, no ops involvement."
- -"The schema evolution feature is magic. We added a JSONB column to a 200M-row table and DriftDB served reads throughout — zero downtime, zero incidents. That used to be a weekend project."
- -Join 2,400+ teams already running smarter databases.
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