It Just Won't Fit
Your data is too large. The AI refuses to process it before you even start. This is the "context window exceeded" error you keep seeing.
Your AI's AI
Kaipsul
Pre-processing with Apple Intelligence. Fit more context. Get sharper reasoning.
An AI for Your AI?
AI models have an attention span. Just like people, they work best when information is focused and prepared for them.
What's Holding Your AI Back
It's Not at Its Best
Give an AI too much information and its performance drops. It can't maintain focus. You're not getting the sharp thinking it's capable of.
It Ghosts You
Everything's working great. Then suddenly, error. You've hit the context limit mid-conversation. You're not allowed to continue.
Ever wanted to talk to an AI about Moby Dick?
Now's your chance.
We compressed the entire book.
It fits perfectly in any context window while preserving semantic meaning. Go ahead, paste it into your favorite AI.
Try the Moby Dick DemoNative macOS Performance
Fast, efficient, and designed exclusively for Apple Silicon.
Memory-Isolated Recursive Compression
Transform sprawling datasets into optimized inputs. Enable sophisticated reasoning across any domain, privately and efficiently.
The Process
How It Works
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Load Your Data: Drop in any large dataset or any data you want AI to focus more on.
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Memory-Isolation: Automatic chunking into memory-isolated segments for independent processing.
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Recursive Compression: Apple Intelligence uses parallel processing to recursively compress each chunk, preserving semantic meaning.
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Use Anywhere: Output is ready for any AI model, from cloud services to local models.
Not Just Summarization
This Is Context Engineering
Summaries lose details. Kaipsul preserves what matters: semantic meaning, relationships, and structure. Your AI gets everything it needs to reason effectively.
It extracts essential information while eliminating redundancy, resulting in a significant token reduction with preserved reasoning capability.
Your Mac Does the Work
Kaipsul is built from the ground up for macOS, leveraging the power of Apple Silicon and on-device Apple Intelligence.
100% Local Processing
Your Mac handles everything using on-device Apple Intelligence. Zero cloud uploads.
Parallel Processing
Kaipsul splits large datasets into chunks and processes them simultaneously, using the full power of your Mac's Neural Engine for faster results.
Built for macOS
Designed specifically for macOS Tahoe and Apple Intelligence. Fast, native, and beautifully integrated with your Mac.
Compare the Approaches
Different strategies for handling large datasets with AI.
Traditional
Direct Upload
Copy-paste everything into your AI and hope it works.
- Hits context limits immediately
- Expensive token costs pile up
- Important details get truncated
- Can't process full datasets
Traditional
Retrieval-Augmented Generation (RAG)
Search your data and feed AI only the matching fragments.
- Only retrieves isolated pieces
- Misses broader context
- Can't synthesize complete picture
- Complex infrastructure required
Kaipsul
Context Engineering
Pre-process with Apple Intelligence, paste anywhere.
- Process unlimited information
- Preserve semantic meaning
- Compatible with every AI model
Get Started
One price. Unlimited power. Cancel anytime.
$9.99
per month
- Unlimited data processing
- Full semantic preservation
- 100% on-device compression
- Powered by Apple Intelligence
- Works with any AI model
Requires macOS Tahoe or later with Apple Silicon (M1 or newer)