Intelligent Knowledge Pipeline

Configure once, optimize continuously, and only pay for what you need

Smart Token Management

Optimize costs with intelligent crawling and targeted updates

90%

Average token
reduction

S8S

Summarize
& Optimize

Drift

Driven
updates

Pay

Only for what
you need

Smart Crawling

Configurable crawling schedules with intelligent URL management

Custom crawl schedules per URL
Efficient URL quota management
Intelligent crawl prioritization
Configurable update frequencies
Automated content change detection

YAML Rules Engine

Adaptive extraction patterns that evolve with your content

AI-assisted rule generation
Drift-based optimization
Pattern evolution tracking
Content structure adaptation
Pay-per-optimization model

Content Pruning

Remove noise before it reaches your AI models

Smart content filtering
Precise field extraction
Structure preservation
Quality validation
Token usage optimization

Dynamic Summarization

Pay-per-use summarization with drift-based updates

Initial summarization
Drift-triggered updates
Quality-based refresh
Token optimization
Contextual awareness

Drift Detection

coming soon

Smart monitoring that triggers updates only when needed

Content structure monitoring
Extraction quality tracking
Summary relevance checks
Scheduled validation
Intelligent update triggers

Smart Crawling

YAML Rules Engine

Content Pruning

Drift Detection

coming soon

Dynamic Summarization

Smart Crawling

Configurable crawling schedules with intelligent URL management

Custom crawl schedules per URL
Efficient URL quota management
Intelligent crawl prioritization
Configurable update frequencies
Automated content change detection

Intelligent Cost Management

Configure your crawling schedule, and we'll handle the rest. Pay only when you need updates - whether it's new summaries, rule optimizations, or content refreshes. Our drift detection ensures you only spend tokens when there's meaningful change.