LookinGlass runs three top AI models — Claude, GPT-4.1, and Gemini — side-by-side. Compare what they say. Synthesize what they share. Stop guessing which model is right.
One question. Two answers. Streaming in real time so you can watch them agree, diverge, and disagree on the things that matter.
Pick a mode per question. Single-model speed for everyday work. Side-by-side comparison when stakes go up. Synthesis when you need the strongest answer we can assemble.
One model with tools — web search, document/image, Office 365, calendars. The mode you'll use 80% of the time. Fast, conversational, low-cost.
Two models answer in parallel. See where they agree and where they don't — disagreement is signal. Use it for decisions, drafts, and "is this right?" gut-checks.
Three models reply. A fourth judges. You get a consensus answer with the strongest argument from each model. Slower, more expensive, the most reliable.
Three top-tier models running side-by-side, plus a premium creative-writing model in private beta. We use the API tiers that contractually exclude training — your data stays yours.
Long-context reasoning, code, structured writing. The default in Standard mode.
Fast, conversational, often picks up things Claude misses. Strong on creative.
Cross-domain knowledge, long-doc summarization, factual triangulation.
Long-form creative writing, stylistic prose, narrative drafting. Opt-in per user.
Built for real work. A serious workspace for knowledge work, with the features that stop showing up in every-other-AI's roadmap.
LookinGlass remembers what you tell it across every chat. Auto-extracts facts. You pin the ones that matter. Every new conversation starts already knowing you.
Group chats by client, topic, or domain. Each project has its own system prompt and reference docs. Drop a PDF in; every chat in that project sees it.
Word, Excel, PowerPoint, PDF — read, summarized, transformed. Backend uses converted server-side so the layout doesn't get mangled. No screenshots required.
Ask a Bash-mode question. Close the app. Get pinged on your lock screen when all three models finish. This is what sets LookinGlass apart.
Dictate questions in any language. Voice mode reads answers back so you can multitask. Five personality presets pick the tone.
We don't train on your conversations. None of our model providers do either — we use API tiers that contractually exclude training. Delete it all in one tap.
Single sign-on, audit logs, IP allowlist, account deletion and data export — all included at the Team tier, not held back for an enterprise contract.
Multi-tenant from day one. Each workspace gets its own SSO, brand color, welcome message, and default mode. Users can belong to many.
Standards-based OpenID Connect means anything that speaks OIDC works — Okta, Microsoft, Google, custom. Not just the two SSOs everyone else supports.
Every action recorded server-side. Lock workspaces to corp-net IPs. Required by your security team, included at the Team tier.
Users can delete their account in two taps. Export all their data to JSON. GDPR-friendly without paying the GDPR-friendly premium.
Everything a team needs from a hosted AI workspace — plus the one thing that is ours alone: run them side-by-side.
| Included at the Team tier | LookinGlass |
|---|---|
| Multiple models in one chat | Yes |
| Synthesis across models | Yes |
| Memory across chats | ✓ |
| Projects + system prompts | ✓ |
| Office 365 native ingestion | ✓ |
| Workspaces + multi-tenant | ✓ |
| SSO at Team tier | Any OIDC IdP |
| Audit log at Team tier | ✓ |
| IP allowlist at Team tier | ✓ |
| Push when reply is ready | Yes |
| Account deletion + export | ✓ |
If yours isn't here, get in touch.