About Us
Making academic writing revision smarter, faster, and more collaborative.
Our Mission
Academic paper revision is one of the most time-consuming parts of the research cycle. Researchers spend countless hours reformatting manuscripts, cross-referencing citations, rewriting paragraphs to address reviewer comments, and coordinating changes across co-author teams — often under tight conference deadlines.
We believe this process can be dramatically better. FactoriaGo combines AI-powered writing assistance with real-time collaboration to streamline the entire revision workflow — from first draft to camera-ready submission.
Our goal is simple: let researchers focus on ideas, not logistics.
Three Core Advantages
AI Deeply Embedded in Your Writing Workflow
Unlike generic AI assistants, FactoriaGo's AI is deeply integrated into every stage of academic writing through three purpose-built interaction modes:
- Inline Mode (
%@) — Contextual AI completion right where you write. The AI reads surrounding paragraphs and generates text that matches your argument structure and writing style. Perfect for drafting, expanding, and polishing. - Chat Mode — Multi-turn conversations about your manuscript with full document context. Discuss strategy, get feedback on arguments, brainstorm reviewer responses, or ask for rewriting suggestions.
- Discussion Mode (
@AIin comments) — AI participates in inline comment threads alongside human collaborators. Ideal for collaborative review sessions where everyone — humans and AI — contributes focused feedback on specific passages.
These three modes cover the complete academic writing workflow: drafting (Inline), strategic thinking (Chat), and collaborative review (Discussion).
Purpose-Built for Multi-Author Collaboration
FactoriaGo is designed specifically for the revision and resubmission workflow that research teams face:
- Real-time co-editing with live cursors — no more emailing Word documents.
- Multi-participant discussion threads where co-authors and AI debate revisions together.
- An AI revision agent with global understanding of all reviewer comments, helping increase resubmission acceptance rates by up to 50%.
- Role-based permissions for precise control over who can edit what.
Bring Your Own AI Agent
You're not locked into a single AI provider. Connect your own agent from Claude, ChatGPT, Gemini, Kimi, MiniMax, GLM, and more. Bring your existing API key, connect it in one click, and start using AI features immediately — no additional subscription required.
Our Team
We are researchers and engineers who have lived through the pain of paper revision ourselves — the endless back-and-forth with reviewers, the formatting nightmares, the last-minute scrambles before deadlines.
We built this platform to solve our own problems first, and now we're sharing it with the global research community. Our team has published at top venues including NeurIPS, ICML, ICLR, and CVPR, and we bring that first-hand experience into every feature we design.
Our Values
Researcher-First Design — Every feature is designed by people who understand the academic publication process. We don't build generic tools and hope they work for researchers — we build specifically for the revision workflow.
Privacy as a Foundation — Your manuscripts are encrypted in transit and at rest, and are never used for AI model training. Your research stays yours. Period.
Open Ecosystem — We believe in giving researchers choice. That's why we support multiple AI providers instead of locking you into a single vendor. Your tools should work for you, not the other way around.