> ## Documentation Index
> Fetch the complete documentation index at: https://docs.loisforword.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Features

> Explore LOIS for Word capabilities across AI contract review, custom playbooks, Composer drafting, redline learning, precedent libraries, analytics, and more.

LOIS for Word combines structured contract review, document-aware AI, and reusable organizational knowledge across the Word add-in and web app.

## Contract review

* Playbook-based issue spotting and redlines.
* Clause risk scoring with deviation severity.
* Template and markup comparison.
* Summaries, term extraction, and Q\&A.
* Analysis and drafting across multiple languages.

Learn more about [contract review workflows](/guides/use-cases/use-cases).

## Playbooks

Playbooks define how LOIS for Word reviews contracts. A playbook specifies what issues to look for, how to redline them, what fallback language to use, and when to escalate.

* AI playbook generation from past redlines.
* Manual check creation with fallback positions and comment guidance.
* Clause libraries and benchmark playbooks.
* Checks applied during document review.

Learn more about [playbook management](/guides/get-started/playbooks-overview).

## Drafting and research

* Clause and template drafting.
* Negotiation email drafting.
* Rewriting and summarization.
* Legal research with web lookup.
* Saved prompts with reusable context.

Learn more about [Composer](/guides/get-started/composer) and [AI guides](/prompting/overview/intro).

## Profiles and context

* Company or client identity and background.
* Jurisdiction and negotiation preferences.
* Filevine projects and documents as matter context.
* Context shared through saved prompts.

Learn more about [company profiles](/reference/organizations/company-profile).

## Precedent and reusable knowledge

* Save redlines as examples linked to playbook checks.
* Upload existing precedent through the web app.
* Review matching examples in Word or the playbook editor.
* Maintain precedent within your organization’s knowledge base.

Learn more about [using precedent](/guides/building-playbooks/using-precedent).

## Analytics

* Documents reviewed, questions answered, accepted redlines, and estimated time saved.
* Usage trends across Composer, playbooks, and document review.
* User and playbook adoption metrics.
* High-risk and unresolved high-risk issue counts.
* Recurring check failures and resolution rates.
* Knowledge-capture and playbook-refinement activity.
* CSV exports for charts, cards, and tables.

## Word and web experiences

The Word add-in and web app support different parts of the workflow.

* **Word add-in:** Review, comment, redline, and chat alongside the active document.
* **Web app:** Manage profiles, playbooks, checks, prompts, users, and analytics, and use web chat.
* **Deployment:** Install individually or deploy the add-in through Microsoft 365.

Install through Word Add-ins or deploy organization-wide through Microsoft 365. Learn more about the [Word add-in](/docs/about/word-addin).

## AI-assisted workflows

* Generate issue lists as Word tables.
* Run agent reviews and approve proposed document changes.
* Reuse prompts with shared context.

## Filevine integration

* Attach an entire Filevine project or selected project files in Composer.
* Search for projects and reference supported files in chat.
* Save the active Word document to a Filevine project.

Learn more about the [Filevine integration](/guides/integrations/filevine).