Where we're headed
Our roadmap is shaped by customer feedback and market needs. See what we've shipped, what we're building, and what's coming next.
Currently Building
Hybrid RAG Engine
Three-way retrieval combining dense, sparse, and BM25 search with RRF fusion
Document Processing Pipeline
Support for PDF, DOCX, PPTX, and more file types with intelligent parsing and chunking
Knowledge Graph
Automatic entity extraction and relationship mapping across documents
Connector SDK
Extensible framework for building custom data source connectors
SOC 2 & GDPR Compliance
Enterprise security and privacy compliance program
Full Roadmap
Hybrid RAG Engine
Three-way retrieval combining dense, sparse, and BM25 search with RRF fusion
Document Processing Pipeline
Support for PDF, DOCX, PPTX, and more file types with intelligent parsing and chunking
Knowledge Graph
Automatic entity extraction and relationship mapping across documents
Connector SDK
Extensible framework for building custom data source connectors
SOC 2 & GDPR Compliance
Enterprise security and privacy compliance program
Multi-modal Search
Search within images, diagrams, and visual content using vision models
Real-time Collaboration
Live document annotation and collaborative knowledge curation
Custom Model Training
Fine-tune embeddings and rerankers on your domain-specific data
Google Workspace Integration
Sync documents from Google Drive, Docs, Sheets, and Slides
Microsoft 365 Integration
Connect SharePoint, OneDrive, and Teams for automatic document sync
Slack Integration
Index and search Slack messages and files, plus chatbot interface
VPC Deployment
Deploy within customer's virtual private cloud on AWS, Azure, or GCP
On-Premise Deployment
Air-gapped deployment option for maximum data sovereignty
Advanced RBAC
Granular permission controls with document-level access policies
Have an idea?
We're always looking for feedback. Let us know what features would help you work smarter.