01
Too many results, not enough signal
You can find papers fast, but deciding what matters takes time.
Research starts here
Turn papers into
organized research
Find relevant papers. Keep what matters. Build on top.
Search less. Decide faster. Keep your papers in one place.
The problem
Finding papers is easy
Making progress is not
Search tools give you results. They do not give you a clean place to keep promising papers, sort what matters, and return without losing context.
02
You lose track of good papers
Useful papers get buried across tabs, bookmarks, folders, and scattered notes.
03
Saved papers don’t turn into anything
Most tools stop at discovery. Research gets harder when nothing stays connected.
Why Panorion
Turn papers into a workspace
Panorion helps you bring papers into one place, organize them with intention, and keep them ready for your next step.
Keep an Inbox, not a mess
Collect promising papers into a focused workspace instead of losing them across tools.
Save context, not just links
Keep track of why a paper mattered, not just that you found it.
Build forward from what you find
Panorion is designed so papers do not stop at discovery. They stay connected to what comes next.
Workflow
From search to reusable research input
Hover a card to preview
Find efficient LLMs for mobile devices
MobileLLM: Optimizing LLMs for On-Device Inference
LLM-Pruner: Structural Pruning for Efficiency
BitNet: 1-bit Transformers for Low-power AI
Find efficient LLMs for mobile devices
MobileLLM: Optimizing LLMs for On-Device Inference
LLM-Pruner: Structural Pruning for Efficiency
BitNet: 1-bit Transformers for Low-power AI
Robot planning with language-guided task graphs
A planner that combines language priors with task-graph constraints for efficient robotic execution.
Task graphsLanguage planningEmbodied agents
PDFSaveSimilar papers
Why this matches you
Aligned with themes from your archived papers on on-device AI, efficient inference, and model compression.
On-device AIEfficient inferenceModel compression
Top related papers from your archive
Efficient LLM Inference on Edge Devices94%
Quantization Techniques for Mobile AI91%
Pruning Transformers for On-device Deployment89%
Efficient LLM Inference on Edge Devices
Quantization Techniques for Mobile AI
Pruning Transformers for On-device Deployment
Inside the workspace
Turn papers into a clear workflow
Don’t let papers pile up. Sort, filter, and keep your flow clear.
Inbox
Collect new papers without losing track of them.
Archive
Keep them, but don’t let them distract you.
Discard
Drop what’s not worth it.
All Papers
Keep everything organized.
Why it's different
Find papers anywhere
Make progress here
Search results disappear. A research workspace does not.
Typical tools
Discovery without progress
Search. Bookmark. Lose context.
Panorion
Progress with structure
Bring papers in. Organize them. Keep making progress.
Semantic map
See your research landscape at a glance.
See topic clusters and linked papers, not just a flat list.
Spot emerging directions and bridge papers across clusters.
Inspect a node to preview metadata and abstract before opening source.
Research Graph Preview
Inspect Research Clusters
Hover a node to inspect evidence context
Hover any node to preview abstract, citations, and source link.
Pre-Launch Early Access
Start with core discovery and evidence workflows now. Access is opening in phases.
Core Flows
- Intent Search + Semantic Map
- Importance/Relevance Scoring + Evidence
- Reading Coach for in-context understanding
- Export with citation checks (Markdown/BibTeX/CSV)
Planned Next
- Research gap discovery workflows
- Deeper personalization from usage signals
- Collaborative discussion layer for research teams