Build Production ML Pipelines in Minutes
Design, deploy, and monitor machine learning workflows with our visual pipeline builder. Connect to any model provider, scale automatically.
Pipeline Building Blocks
Compose pipelines from pre-built nodes. Connect them visually to create complex data processing workflows.
Data Ingestion
Connect to databases, APIs, files, or streaming sources
Data Transform
Clean, normalize, and preprocess data with built-in functions
Feature Engineering
Extract and select features with visual tools
Model Inference
Run predictions with any LLM or custom model
Post-processing
Format outputs, apply rules, and handle errors
Output Delivery
Send results to APIs, databases, webhooks, or queues
Pipeline Features
Everything you need to build, deploy, and operate ML pipelines at scale.
Visual Pipeline Builder
Drag-and-drop interface to design complex ML workflows without writing infrastructure code.
Model Marketplace
Access pre-trained models from OpenAI, Anthropic, Hugging Face, and community-shared models.
Real-time Monitoring
Track model performance, latency, token usage, and costs across all your ML pipelines.
Auto-scaling
Pipelines automatically scale based on demand. Pay only for what you use.
Data Privacy
Keep sensitive data secure with encryption, VPC support, and compliance with GDPR/HIPAA.
A/B Testing
Compare model versions side-by-side. Roll out new models gradually with traffic splitting.
Model Marketplace
Access models from leading AI providers or deploy your own. One click to add any model to your pipeline.
OpenAI
GPT-4o, GPT-4 Turbo, Embeddings
Anthropic
Claude 3.5 Sonnet, Claude 3 Opus
Gemini Pro, Gemini Ultra
Hugging Face
Open source models
Replicate
Stable Diffusion, LLAMA
Custom Models
Self-hosted via API
Popular Use Cases
See how teams use ML Pipelines to automate complex data processing tasks.
Document Processing
Extract structured data from PDFs, invoices, and contracts using LLMs.
Sentiment Analysis
Analyze customer feedback, reviews, and support tickets at scale.
Content Generation
Generate marketing copy, product descriptions, and personalized emails.
Data Classification
Automatically categorize and tag data for compliance and organization.
Real-time Cost Tracking
Monitor token usage and costs across all your pipelines. Set budgets, get alerts, and optimize spending with detailed analytics.
- Per-pipeline cost breakdown
- Token usage by model provider
- Budget alerts and limits
- Historical usage trends
- Cost optimization recommendations
Monthly Usage Summary
Ready to Build Your ML Pipeline?
Join teams building production ML workflows with Lither. Start with our free tier and scale as you grow.