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Doco

Professional writers who need AI assistance without leaving Microsoft Word can draft and edit documents using their company's existing knowledge base through this specialized Word agent

Doco works directly inside Word with tracked changes, pulling from organizational files rather than generic training data. The drafting system references specific source documents when generating text. Every piece of…

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Professional writers who need AI assistance without leaving Microsoft Word can draft and edit documents using their company's existing knowledge base through this specialized Word agent. Doco works directly inside Word with tracked changes, pulling from organizational files rather than generic training data.

The drafting system references specific source documents when generating text. Every piece of AI-written content traces back to particular files and sections in the company library, letting writers verify claims and maintain accuracy standards. This system converts existing document collections into AI-ready knowledge bases that inform all generated content. Writers can point to internal reports, past proposals, research papers, or style guides, and the system will draft new content consistent with that material.

Editing happens entirely within the familiar Word interface. Tracked changes show every modification, maintaining standard review workflows that legal teams and compliance officers expect. Writers can request edits, summaries, or table generation without switching applications or copying text between platforms. The system handles long documents that typically overwhelm general-purpose AI tools, maintaining context across dozens or hundreds of pages.

The workflow learning feature adapts to individual writing patterns. As users work, Doco observes their editing preferences, formatting choices, and content organization methods, then tailors future suggestions to match those habits. This personalization means the system becomes more useful over time rather than delivering generic outputs that require heavy revision.

Real-time refinement lets writers iterate quickly. Formatting automation handles tedious layout tasks. Error detection catches inconsistencies that human eyes might miss during tight deadlines. The system has processed over 1 million words and serves more than 2,000 writers, including over 100 professional writing specialists. Users report draft-to-final turnaround times that are 10 times faster than traditional methods.

The user base spans graduate students managing thesis research, government contract managers assembling compliance-heavy proposals, lawyers drafting briefs, and businesses from small firms to Fortune 500 companies. Each group uses the same core functionality but applies it to their specific document types and knowledge bases.

Security infrastructure meets enterprise requirements. SOC 2 Type II certification demonstrates audited controls. FedRAMP compliant infrastructure supports government clients. The system never trains models on customer data, addressing confidentiality concerns that prevent many organizations from using general AI tools. On-shore single-tenant segregated infrastructure with zero-trust architecture keeps each organization's documents isolated from other users' data.

The Microsoft Word integration is the sole supported platform. Writers working in Google Docs or other word processors cannot access the functionality.

Frequently asked

7 questions
Does Doco work with Google Docs or only Microsoft Word?
Doco only integrates with Microsoft Word. The entire system functions as a Word agent that operates within the Microsoft Word interface, using tracked changes and native Word features. Writers who primarily work in Google Docs, Notion, or other word processing platforms can't access Doco's functionality. This limitation affects teams that have standardized on non-Microsoft writing tools or organizations with mixed software environments where some writers use different platforms.
Is there a free version of Doco or does it require payment?
Doco operates on a freemium model, meaning some level of free access exists alongside paid options. The specific features included in free versus paid tiers aren't publicly detailed, so writers considering the platform would need to contact the company to understand what functionality they can access without payment. The freemium structure suggests at least basic capabilities are available to try before committing to a subscription. Over 2,000 writers currently use the platform, indicating accessibility beyond enterprise-only pricing.
Can Doco see or train on my company's confidential documents?
Doco never trains its AI models on customer data, addressing the primary confidentiality concern that prevents many organizations from using general AI tools. The system uses on-shore single-tenant segregated infrastructure with zero-trust architecture, keeping each organization's documents isolated from other users' data. SOC 2 Type II certification provides audited proof of security controls, while FedRAMP compliant infrastructure meets government security standards. This architecture means your documents inform your AI outputs but never become part of the broader training data or get exposed to other customers.
What types of documents can Doco actually write or edit?
Doco handles long documents that typically overwhelm general-purpose AI tools, maintaining context across dozens or hundreds of pages. The current user base includes government contract managers assembling compliance-heavy proposals, lawyers drafting legal briefs, graduate students managing thesis research, and business professionals across companies from small firms to Fortune 500 enterprises. The system can draft using existing knowledge, edit with tracked changes, summarize content, build tables, and automate formatting for whatever document types these professionals produce. The 1 million-plus words already processed span these varied professional writing contexts.
How does Doco's source tracing work when it generates text?
Every piece of AI-generated content in Doco traces back to specific files and sections in your company's knowledge base. When the system drafts text, it references particular source documents rather than pulling from generic training data, letting writers click through to verify claims and check accuracy. This tracing system converts existing document collections like internal reports, past proposals, research papers, or style guides into AI-ready knowledge bases. Writers can see exactly which company files informed each generated sentence, maintaining the verification standards that legal teams and compliance officers require.
Does Doco learn my writing style or does everyone get the same outputs?
Doco learns individual user workflows and tailors personalized outputs over time. As you work, the system observes your editing preferences, formatting choices, and content organization methods, then adapts future suggestions to match those habits. This workflow learning means the AI becomes more useful with continued use rather than delivering generic outputs that require heavy revision. The personalization happens at the individual level, so two writers in the same organization would receive different suggestions based on their distinct working patterns.
How much faster is Doco compared to writing documents normally?
Users report draft-to-final turnaround times that are 10 times faster than traditional writing methods. This speed improvement comes from combining several capabilities: drafting from existing knowledge bases rather than starting from scratch, making edits directly in Word with tracked changes instead of switching between applications, automating formatting tasks, and catching errors in real-time. The system handles the tedious aspects of document production while maintaining the quality standards professional writers need, letting them focus on higher-level content decisions rather than mechanical tasks.

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