Lean Embeddings
Smaller vectors. Faster AI. Lower costs.
Cut storage costs and speed up inference by reducing the dimensionality of your embeddings, without sacrificing accuracy.
What We Do
We help companies cut storage costs and speed up inference by reducing the dimensionality of their embeddings, without sacrificing accuracy.
Our blazing-fast API compresses vectors in real time, so you can drop it into your pipeline and immediately save on cloud bills while improving query speed.
Integration Pipeline:
Why It Matters
Transform your AI infrastructure with measurable improvements across cost, speed, and efficiency.
Cut storage costs by up to 70%
Leaner embeddings mean fewer GBs in your vector DB.
Speed up queries by 2–3×
Smaller vectors = lower latency at scale.
Save on inference bills
Reduced compute time for every API call.
Seamless integration
Drop into your pipeline with no retraining required.
Calculator
See how much you can save when reducing embedding dimensions.
Your Current Setup
Projected Savings
Where We're Going
Soon, you'll be able to store and search vectors directly with us, making Lean Embeddings a full end-to-end vector platform.
Vector Storage Platform
Coming SoonStore and search vectors directly with us, making Lean Embeddings a full end-to-end vector platform.
Vector DB Integrations
PlannedSeamless integrations with popular vector databases like Pinecone, Weaviate, and Qdrant.
Monitoring Dashboards
PlannedReal-time savings and accuracy trade-offs monitoring with detailed analytics.
Multimodal Support
ResearchExpansion beyond text embeddings to images, speech, and multimodal data.
Join the Future of Vector AI
Be among the first to experience the next generation of vector processing technology.
Get Early AccessRequest a Demo
Want to see Lean Embeddings in action? Let's show you how much you can save.
AI + Growth
Join companies already saving thousands monthly with Lean Embeddings