Workspace Modules
Inside the workspace
The Lippi Workspace is composed of focused modules. Each is available as part of the platform — and can also be licensed standalone for teams that need just one capability.
Expert Roundtable
Multi-agent collaboration for complex decisions
Specialized AI personas debate, review, and refine solutions to your hardest business problems.
A multi-agent collaboration environment where specialized AI personas debate, review, and refine solutions to your most complex business problems.
360° perspective
Consult 10+ experts (from Legal to UX) simultaneously to eliminate blind spots in your strategy.
Debate & review modes
Watch experts challenge each other's assumptions or peer-review proposals to reach a superior consensus.
Iterative synthesis
Move from raw brainstorming to a polished, actionable executive summary with a single click.
Global Model Access
Every frontier model in one chat
Instant access to 57+ state-of-the-art models from OpenAI, Anthropic, Google, xAI, and local providers.
A unified chat interface providing instant access to 57+ state-of-the-art models from OpenAI, Anthropic, Google, xAI, and local providers.
One subscription, every model
Access GPT-5.+, Claude 4.+, Gemini 3.+, and Grok 4.+ without managing multiple accounts.
Intelligent model switching
Automatically routes your query to the best-performing model based on context size and task complexity.
BYOK (Bring Your Own Key)
Power users can connect their own API keys to maintain full control over costs and rate limits.
Rule Packs
PII protection that runs in your browser
Detect and mask Personal Identifiable Information before it ever leaves your machine.
Advanced, local-first prompt safeguarding that detects and masks Personal Identifiable Information (PII) before it leaves your machine.
Zero-trust privacy
Browser-based NER (Named Entity Recognition) identifies names, locations, and financial data without server-side processing.
Custom industry templates
Specialized protection for Legal, Finance, and Healthcare compliance — SSN, MRN, IP addresses, and more.
Dynamic unmasking
Securely restore original values in the AI's response only on your local device.
Stash
Knowledge collector with a built-in graph
Capture web pages, transcripts, and documents into a searchable, visualized knowledge base.
An intelligent research repository that captures web pages, YouTube transcripts, and documents into a searchable, visualized knowledge base.
Multi-modal capture
Instant "Save to Stash" for URLs, videos, and files with automatic AI summarization and tagging.
Knowledge graph
Explore semantic connections between your saved items with an interactive D3.js visualization.
RAG-powered chat
Chat directly with your collection to extract insights across hundreds of sources simultaneously.
Meeting Intelligence
Real-time transcription with speaker labels
A privacy-focused meeting assistant with real-time transcription, speaker ID, and deep transcript analysis.
A privacy-focused meeting assistant that provides real-time transcription, speaker identification, and deep transcript analysis.
Real-time diarization
Identify who said what in real-time with browser-based recording and speaker labeling.
Automated artifacts
Generate executive summaries, action items, and decision logs immediately after the call ends.
Memory integration
Meeting insights are automatically searchable and linkable within the broader Lippi ecosystem.
AI Coach
Voice-first training and skill development
High-impact simulations and persona-driven coaching with ultra-realistic neural text-to-speech.
A voice-first training and learning platform designed for high-impact simulations and persona-driven skill development.
Neural TTS integration
Engage in natural, voice-driven conversations powered by Azure's ultra-realistic neural text-to-speech.
Persona simulations
Practice difficult conversations or high-stakes pitches against specialized AI mentors.
Custom learning modules
Build tailored training sessions that adapt to your progress and learning style.
Tasker
Autonomous workflow engine
Track goals, suggest tools, and execute complex tasks via the Model Context Protocol.
An autonomous agentic workflow engine that tracks goals, suggests tools, and executes complex tasks via MCP integration.
Proactive suggestions
Tasker analyzes your conversation and suggests automated workflows before you even ask.
Autonomous goal tracking
Set high-level objectives and watch Tasker orchestrate the models and tools needed to achieve them.
MCP ecosystem
Seamlessly connect to external tools and data sources through the Model Context Protocol.
Memory System
Cross-session memory for your AI
A persistent memory layer that remembers your preferences, facts, and past decisions.
A persistent, cross-session memory layer that allows your AI to remember your preferences, facts about you, and past decisions.
Long-term context
No more repeating yourself — the AI builds a knowledge profile of you that persists across all chats.
Privacy controls
Complete transparency and control over what is remembered, with the ability to edit or delete memory entries at any time.
Cross-module memory
Memories inform your Expert Panel, Tasker, and Coach sessions for a truly personalized experience.
Notebook
Long-form research and synthesis
Upload entire folders, ask questions across them, and convert research into briefings or audio.
A dedicated research environment for long-form synthesis, document drafting, and multi-source analysis.
Deep research
Upload entire folders of research and ask complex questions that span every document.
Transformation templates
Instantly convert raw research into Study Guides, FAQs, Timelines, or Briefing Docs.
AI podcast generation
Convert your research notebook into a conversational audio briefing for on-the-go consumption.
AI to AI Conversations
Two AIs collaborating — or debating
A laboratory for prompt engineering and complex problem solving where two AI personas work together.
A unique laboratory for prompt engineering and complex problem solving where two AI personas collaborate or debate independently.
Autonomous reasoning
Set a topic and watch two models (e.g., Claude vs. GPT) iterate on a solution together.
Interjection mode
Monitor the conversation in real-time and jump in to redirect or refine the AI's path.
Outcome optimization
Ideal for stress-testing ideas or generating high-quality synthetic data for research.
Clean Room
Ephemeral GPU sandbox for sensitive analysis
Burn-after-reading workflows on a dedicated, internet-isolated instance.
Analyze sensitive documents inside a completely isolated GPU-backed compute environment. Each Clean Room session runs on a dedicated EC2 instance with no internet access, and all data is cryptographically destroyed when the session ends.
Two compute tiers
Standard (Llama-3-8B) for everyday review or High Performance (Llama-3-70B, 4× A10G) for heavy diligence and large-document reasoning.
Complete network isolation
Private subnet, no public IP, dedicated instance. Nothing in or out except your authenticated session.
Ephemeral storage
NVMe instance store is cryptographically erased on termination — no residual artifacts, no recovery path.
Flexible session lengths
1, 2, or 4-hour durations with extension capability — sized to the audit, review, or investigation in front of you.
Local File Intelligence
Chat with your files without ever uploading them
Local RAG over the documents on your own machine.
Chat with files on your local computer or device directly from the desktop. Generate new documents or analyze complex docs without ever uploading them to the cloud.
On-device RAG
Index and ask questions of your local documents using a local model — the file and its embeddings never leave the machine.
Pick the right local model
Choose the best local model for the document type and your hardware, with sensible defaults out of the box.
Draft and analyze offline
Generate new documents, summaries, and Q&A from local sources without an internet connection.
