
GITNUXSOFTWARE ADVICE
AI In IndustryTop 10 Best Book Writing AI Software of 2026
Ranking roundup of book writing ai software that compares Sudowrite, ChatGPT, Claude, LivingWriter, and NovelAI by drafting speed and tradeoffs.
How we ranked these tools
Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.
Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.
AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.
Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.
Score: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
LivingWriter is the best pick for authors who want outline-to-chapter drafting with revision history you can carry forward and export when you’re ready, whereas Squibler fits when you need chapter drafting tightly tied to an outline and handed off for external editing.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
LivingWriter
Chapter generation that stays tied to a structured project plan for consistent continuity across revision passes.
Built for fits when authors want outline-to-chapter drafting with ongoing revision history and exports..
Sudowrite
Editor pickInteractive story scaffolding that turns character and setting notes into usable drafting context.
Built for fits when fiction authors iterate scenes across chapters and want continuity-aware revisions..
NovelAI
Editor pickContext-aware character memory built into the writing workflow improves repeatable character behavior across sessions.
Built for fits when authors need scene-by-scene drafting control with export handoff to a traditional editor..
Comparison Table
LivingWriter
vertical specialistCloud-based book writing software with outlining, manuscript organization, and AI writing assistance.
Chapter generation that stays tied to a structured project plan for consistent continuity across revision passes.
LivingWriter is built around long-form composition, where outlines and chapter targets drive drafting rather than relying on single prompts. The editor view supports iterative writing and revision passes, and the project organization keeps earlier decisions reachable during later work. Chapter-focused generation reduces the amount of manual stitching needed when expanding beats into full sections.
A tradeoff is that chapter generation works best when the outline and goals are already specified, because free-form exploration without structure requires more manual prompting. A strong usage situation is a writer who has a beat sheet or chapter plan and needs consistent expansion into full draft text with fewer context resets between sessions.
- +Chapter-driven drafting keeps long-form momentum and reduces context resets
- +Iterative revision workflow supports multiple passes without restarting the project
- +Project organization keeps outlines and generated text tied together
- +Manuscript assembly and export support ongoing writing beyond drafting
- –Best results require a structured outline and clear chapter targets
- –Some advanced editing workflows depend on the writer running more manual refinement
First-time fiction authors
Expand a beat plan into chapters
Faster chapter-length drafts
Nonfiction writers
Turn an outline into narrative text
More complete first drafts
Show 1 more scenario
Co-writing teams
Split chapters across collaborators
Lower merge friction
Assign writing to chapter sections so each pass builds on the project’s existing structure and text.
Best for: Fits when authors want outline-to-chapter drafting with ongoing revision history and exports.
Sudowrite
vertical specialistAI writing software designed for fiction drafting, description, brainstorming, and revision.
Interactive story scaffolding that turns character and setting notes into usable drafting context.
Sudowrite is designed for long-form writing where the draft grows through repeated, connected prompts and iterative revisions. It offers scene-level generation, passage rewrites, and story scaffolding features that help track who does what and where it happens. The strongest fit is sustained fiction work where authors want more than one-off text and need outputs to stay aligned over time.
A key tradeoff is that fiction-focused tooling can feel less direct for nonfiction planning or argument-driven drafting. For a practical situation, writers can draft a chapter outline, generate candidate scenes, then run targeted rewrites on problem paragraphs while carrying forward the same story context across the manuscript.
- +Scene generation supports iterative chapter development
- +Rewrite workflows help refine tone and pacing
- +Story-building tools keep recurring details consistent
- +Editing passes support focused revision on selected text
- –Fiction-first controls can slow nonfiction workflows
- –Context retention requires deliberate prompt and document discipline
- –Long drafts may need multiple passes to remove inconsistencies
- –Some outputs still require substantial author cleanup
Indie fiction authors
Drafting a new chapter
Faster chapter iteration
Novel revision teams
Repairing continuity issues
Fewer plot contradictions
Show 2 more scenarios
Screen-to-novel writers
Expanding outline beats
More draftable prose
Transform beat-level plans into narrative scenes with consistent character behavior.
Genre fiction writers
Hitting consistent voice
Tighter narrative voice
Iterate multiple rewrites to keep narration and style consistent across scenes.
Best for: Fits when fiction authors iterate scenes across chapters and want continuity-aware revisions.
NovelAI
vertical specialistAI storytelling software for fiction generation, continuation, and worldbuilding.
Context-aware character memory built into the writing workflow improves repeatable character behavior across sessions.
NovelAI targets long-form fiction authors who want to steer generation toward consistent tone and plot decisions. The workflow supports iterative drafting, with tools for refining passages through regeneration and editing prompts rather than starting over. Project continuity depends on how well the user structures prompts and persistent context in the editor.
A key tradeoff is limited automation depth for structured manuscript tasks like outlining and chapter planning compared with systems that treat outlines as editable objects. NovelAI fits best when a writer iterates on scenes and character behavior in near real time, then exports manuscript text for line editing in a separate writing app.
- +Strong character consistency when context is maintained carefully
- +Iterative regeneration supports rapid scene-level revision loops
- +Doc-oriented export workflows help move drafts into editors
- +Prompt structure gives practical control over direction and style
- –Outline-first planning support is thinner than scene-first drafting
- –Continuity quality drops when prompt context is reset or too small
Fiction solo authors
Draft scenes with consistent character actions
Fewer rewrites for continuity
Genre fiction writers
Enforce style and pacing targets
More uniform reading experience
Show 1 more scenario
Editors and proofreaders
Convert AI drafts into editable documents
Cleaner handoff for review
Export generated manuscript text for line editing, proofreading, and structural tweaks.
Best for: Fits when authors need scene-by-scene drafting control with export handoff to a traditional editor.
Squibler
SMBAI writing software for generating books, stories, outlines, and other long-form content.
Outline-to-chapter workflow that keeps draft generation grounded in the project’s scene and structure inputs.
Squibler is an AI-assisted writing system focused on building long-form book drafts from structured project inputs. It supports story organization workflows like outlines and scene planning, then uses those structures to drive chapter-level generation.
The project workspace keeps writing content and revision states in one place, which helps continuity across multiple passes. Manuscript output can be exported in common authoring formats for later editing in standard tools.
- +Project workspace keeps outline, scenes, and drafted chapters linked
- +Scene and chapter prompts can stay consistent across revisions
- +Export supports moving manuscripts into external editing workflows
- +Story organization tools support fiction and nonfiction planning
- –Generation quality varies when inputs are thin or inconsistent
- –Large rewrites require more manual restructuring than iterative patching
- –Tooling around citation-heavy nonfiction still needs author oversight
- –Advanced automation and integrations require configuration discipline
Best for: Fits when chapter drafting must stay tied to an outline and be exported for revision in external editors.
AutoCrit
vertical specialistBook editing software that analyzes prose, pacing, repetition, and genre-specific writing patterns.
AutoCrit’s revision reports prioritize edit-level issues like pacing and repetition before broader restructuring.
AutoCrit focuses on manuscript revision support for fiction and nonfiction through targeted feedback that rewrites sentences, flags pacing issues, and checks consistency across a document. It is distinct from “chapter generation” tools because it emphasizes line-level improvements and editorial-style diagnostics rather than long-form drafting. Core capabilities include analysis reports, writing suggestions you can apply in place, and export of revised text into common manuscript formats.
- +Revision-focused feedback highlights pacing, repetition, and wordy phrasing
- +In-place rewrite suggestions reduce manual editing passes
- +Continuity checks help catch inconsistent names or terminology
- +Export supports moving revised manuscripts into standard writing workflows
- –Limited fit for end-to-end chapter generation workflows
- –Deep style automation needs more manual setup than prompt-only tools
- –Fiction scene ideation requires external planning and prompting
- –Bulk changes can be slower when applying many suggested edits
Best for: Fits when revision-heavy workflows need editorial-style diagnostics and in-place sentence rewrites.
Jasper
enterpriseAI content creation software with long-form drafting, rewriting, and brand-oriented writing workflows.
Reusable prompt templates tied to a persistent workspace for iterative chapter drafting and rewrite cycles.
Jasper focuses on AI-assisted writing with guided templates that generate prose from structured prompts.
For book writing, it works best when outlines, character notes, and chapter briefs are translated into repeatable prompt inputs.
The workflow supports multi-session drafting by keeping project context available inside the writing workspace.
- +Prompt templates keep chapter drafting consistent across rewrites
- +Project workspaces support ongoing context for multi-session manuscripts
- +Writing modes cover both outline generation and longer narrative expansion
- +Export supports common manuscript workflows with text and document files
- –Book-specific continuity checks are not built as a dedicated manuscript layer
- –Scripted scene-level generation needs careful prompting for tight continuity
- –Revision history and audit-style traceability are limited compared to editor workflows
- –Advanced automation requires more workflow stitching than native integration depth
Best for: Fits when a single author or small team needs template-driven drafts with consistent voice across chapters.
Writesonic
SMBAI writing platform for drafting, rewriting, research, and long-form content production.
Writesonic’s guided outline-to-draft workflow reduces the effort of converting a beat plan into chapter prose.
Writesonic is built for fast AI-assisted drafting with author-facing prompts and a managed writing workflow. It supports long-form outputs that can be iterated through rewriting, expansion, and edits without jumping between separate manuscript tools.
The tool pairs story planning helpers like an outline generator with document-style deliverables such as DOCX and Markdown exports. For book work, it is most useful when prompts, revision passes, and chapter breakdown are kept consistent across a project.
- +Prompt-driven drafting accelerates chapter and scene iteration
- +Outline generator supports quick beat and chapter scaffolding
- +DOCX and Markdown exports reduce handoff friction to editors
- +Rewrite passes help keep phrasing changes localized to sections
- –Higher-volume revisions can produce drift in narrative continuity
- –Large manuscripts need tighter prompt discipline than specialist tools
- –Export formats vary in fidelity for complex book styling
- –Limited evidence of governance features like RBAC and audit logs
Best for: Fits when solo authors or small teams need rapid chapter drafting with repeatable prompts.
Dabble
SMBOnline novel-writing software with project organization, plotting tools, and AI assistance.
Outline-linked chapter and scene drafting that keeps AI generations organized by manuscript structure.
Dabble is an AI-assisted writing system focused on long-form book drafting with structured project workspaces. It supports chapter and scene level generation workflows plus revision cycles that keep generated text tied to the outline.
Dabble also provides manuscript export options for moving drafts into editing tools and publishing pipelines. Built around reusable prompts and consistent editing passes, it targets continuity across a multi-chapter manuscript rather than one-off prompts.
- +Chapter-first workflow keeps AI output aligned to the current outline
- +Revision passes support iterative drafting without losing manuscript context
- +Reusable writing instructions reduce prompt rewrites across scenes
- +Export options help transition drafts into downstream editing tools
- –Automation depth is limited compared with editor-centric drafting suites
- –Complex continuity checks need more manual review than expected
- –Large scale scene generation can feel slower than chat style prompting
- –Some drafting workflows rely on consistent user outline maintenance
Best for: Fits when authors want outline-driven AI drafting with repeatable revision steps across a full manuscript.
ProWritingAid
vertical specialistAI-assisted editing software for fiction and nonfiction manuscripts with grammar, style, and structure reports.
Book-oriented consistency reporting that flags repeated names, phrasing patterns, and style drift across long drafts.
ProWritingAid is an AI-assisted writing editor built for long-form drafts, with automated reports for grammar, style, and consistency across many chapters. It adds book-focused checks such as character name consistency, repeated wording detection, and style guide enforcement so revisions stay coherent over time.
The workflow centers on writing in text, running analysis, and iterating with actionable suggestions and export-ready documents. It supports integration via developer-facing features, but it does not function as a chapter generator that creates a full manuscript from prompts.
- +Consistency reports catch repeated phrasing and continuity-style issues
- +Style guide checks keep tone and formatting aligned across chapters
- +Structured editing suggestions map to specific sentences and problems
- +Export options support manuscript handoff into other writing tools
- –Does not generate long-form story structure like chapter or scene drafting tools
- –Advanced checks require careful setup of writing preferences
Best for: Fits when authors need revision automation and consistency checks across an ongoing manuscript.
Plottr
vertical specialistVisual outlining software for books with timelines, character profiles, and AI-assisted planning features.
Worksheet-driven plot and character organization that keeps AI drafting anchored to reusable story structure.
Plottr is a writing system that turns a book plan into structured note work, then funnels those details into manuscript-ready output. It focuses on story bible style organization using worksheets, plot grids, and reusable templates for ongoing continuity across chapters.
AI assistance is used to draft and rework text inside that structure, not to replace the planning workflow. Manuscript export supports practical handoff formats for long-form editing and revision loops.
- +Works as a continuity-first story planning workspace with export-friendly structure
- +Prompt templates fit repeatable outlining workflows across projects
- +Works well for tracking character beats, scenes, and chapter-level requirements
- +Drafting stays tethered to your worksheets instead of drifting into freeform
- –AI help is secondary to the worksheet workflow and needs plan discipline
- –Scene-level output can require manual alignment to worksheet fields
- –Complex books may need more worksheet setup than generative-only tools
- –Continuity checking depends on how consistently data gets filled
Best for: Fits when structured planning, continuity, and exportable manuscripts matter more than instant freeform generation.
Conclusion
After evaluating 10 ai in industry, LivingWriter stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right book writing ai software
Book writing ai software in this guide covers LivingWriter, Sudowrite, Claude, and NovelAI alongside eight additional drafting and editing tools shaped for long-form manuscripts. The included set spans outline-to-chapter workflows, scene-level generation loops, and revision automation that focuses on either prose improvement or continuity across chapters.
Each tool review card highlights a distinct mechanism such as LivingWriter’s chapter generation tied to a structured project plan or Sudowrite’s character and setting notes that drive interactive drafting context. Other tools in the list emphasize worksheet-first planning in Plottr or consistency reporting in ProWritingAid, so writers can compare workflow fit rather than just output quality.
Book writing ai software for drafting, continuity, and manuscript export workflows
Book writing ai software generates chapters, scenes, and revision suggestions from author inputs such as outlines, beat plans, character notes, and style targets. Tools like LivingWriter and Squibler ground drafting in an outline-to-chapter or project-structured workspace so revisions can remain anchored to the same chapter targets.
Other systems shift the workflow toward scene-first iteration or character consistency memory, which is why NovelAI emphasizes repeatable character behavior across sessions and why Sudowrite focuses on interactive story scaffolding from setting and character inputs. Revision automation also differs across the set, with AutoCrit prioritizing edit-level diagnostics like pacing and repetition while ProWritingAid emphasizes consistency checks across long drafts.
Evaluation criteria for book writing ai software workflow control
The strongest book writing ai software connects drafting output to a repeatable plan so revisions do not break continuity. LivingWriter is built around chapter generation that stays tied to a structured project plan across revision passes.
The second deciding factor is what the tool automates during revision. AutoCrit produces edit-level revision reports for pacing and repetition, while ProWritingAid focuses on book-oriented consistency reporting for repeated names and style drift across long drafts.
Outline-to-chapter structure and revision continuity
LivingWriter links chapter generation to a structured project plan for consistent continuity across passes, while Squibler links drafted chapters to project workspace inputs. Both emphasize staying grounded in the same outline and chapter targets as revisions accumulate.
Character and setting context retention for iterative drafting
NovelAI builds context-aware character memory into the workflow to improve repeatable behavior across sessions, while Sudowrite uses interactive story scaffolding from character and setting notes. Both support iterative loops where continuity depends on how context is maintained.
Drafting acceleration from reusable prompts and workspaces
Jasper relies on reusable prompt templates tied to a persistent workspace for iterative chapter drafting and rewrite cycles, while Writesonic uses a guided outline-to-draft workflow that converts beats into chapter prose. Both reduce the effort to get from plan to pages, but they require careful prompting for continuity.
Revision automation that matches the editing phase
AutoCrit prioritizes revision reports for edit-level issues like pacing and repetition and offers in-place sentence rewrites, while ProWritingAid runs style guide checks and consistency reports across chapters. These approaches target different points in the editing workflow.
Planning-first worksheets versus scene-first generation
Plottr is anchored in a worksheet-driven plot and character organization workflow where AI help stays secondary to the worksheet fields, while Dabble keeps outline-linked chapter and scene drafting aligned to manuscript structure. Both favor plan discipline to keep outputs aligned to the author’s current targets.
Decision framework for selecting book writing ai software by workflow model
Book writing ai software fits best when its internal workflow matches the author’s drafting rhythm. LivingWriter and Squibler center chapter outputs around structured plans, while Sudowrite and NovelAI center continuity through interactive character and setting context.
The next fork is how revisions should work once the manuscript exists. AutoCrit and ProWritingAid automate different revision targets, so the choice depends on whether the priority is editorial diagnostics or cross-chapter consistency checks.
Choose plan-anchored drafting when chapters must stay fixed to targets
Pick LivingWriter if chapter generation must stay tied to a structured project plan across multiple revision passes. Pick Squibler if a project workspace must keep outline, scenes, and drafted chapters linked with consistent scene and chapter prompts.
Choose continuity-first drafting when character behavior must persist
Pick NovelAI when repeatable character behavior across sessions matters more than outline-first support. Pick Sudowrite when interactive story scaffolding from character and setting notes should drive scene iteration across chapters.
Choose worksheet-first planning when the manuscript structure lives outside prompts
Pick Plottr if reusable story structure is the primary workflow and AI output must align back to worksheet fields. Pick Dabble if outline-linked chapter and scene drafting should remain organized by manuscript structure with revision steps across a full draft.
Choose edit-diagnostic automation when rewriting is the main workload
Pick AutoCrit when revision-heavy workflows need pacing and repetition reports and in-place rewrite suggestions. Pick ProWritingAid when consistency checks must cover repeated phrasing patterns and style drift across long drafts.
Choose template-driven drafting when multi-session consistency comes from prompt design
Pick Jasper when reusable prompt templates in a persistent workspace must drive consistent voice across chapters. Pick Writesonic when a guided outline-to-draft flow should accelerate beat-to-chapter drafting, with continuity managed through deliberate prompt discipline.
Who should buy book writing ai software based on drafting and editing needs
Writers benefit most when the tool matches how drafts are produced and revised in the author’s workflow. Some writers need chapter-first planning that keeps outputs tied to the same structure, while others need continuity through character context that survives iteration.
Editors and authors also differ by what they want the AI to do during revision. AutoCrit’s revision reports target edit-level issues, while ProWritingAid’s consistency reporting targets repeated names, phrasing patterns, and style drift across chapters.
Novelists who draft chapter by chapter from an outline
LivingWriter is a fit when chapter generation must remain tied to a structured project plan across revision passes. Squibler is a fit when a project workspace must keep outline, scenes, and drafted chapters linked.
Fiction writers running iterative scene revisions with character continuity as the constraint
NovelAI fits when context-aware character memory must keep behavior consistent across sessions. Sudowrite fits when interactive story scaffolding from character and setting notes must guide usable drafting context.
Authors who treat revision as diagnostic work rather than freeform rewriting
AutoCrit fits when revision reports should prioritize pacing and repetition before broader restructuring. ProWritingAid fits when the main need is book-oriented consistency reporting for repeated names and style drift.
Writers who prefer worksheet-first planning to keep structure explicit
Plottr fits when plot and character organization must remain worksheet-driven and export-friendly. Dabble fits when outline-linked chapter and scene drafting must stay organized by manuscript structure.
Solo authors and small teams standardizing chapter drafts with repeatable prompts
Jasper fits when a persistent workspace plus prompt templates drive iterative drafting and rewrite cycles. Writesonic fits when guided outline-to-draft scaffolding reduces the time to turn beats into prose.
Common buying mistakes with book writing ai software workflows
A common failure is buying a tool whose workflow model does not match how drafts will be structured. Outline-to-chapter systems like LivingWriter and Squibler work best when outlines and chapter targets are already well formed, while scene-first continuity systems demand deliberate prompt and document discipline.
Another frequent mistake is expecting one revision automation tool to cover the full editing lifecycle. AutoCrit’s edit-level rewrite and pacing focus does not replace book-wide consistency reporting from ProWritingAid, and template-driven systems like Jasper and Writesonic need stable prompt design to avoid narrative continuity drift.
Expecting chapter-structure tools to work without an outline or chapter targets
LivingWriter and Squibler deliver their best continuity when chapter targets and project plan inputs are explicit. When inputs are thin or inconsistent, generation quality varies and manual refinement increases.
Using continuity-first tools without maintaining context across drafts
NovelAI continuity depends on maintaining prompt context size and avoiding resets, since continuity quality drops when context is too small. Sudowrite continuity depends on deliberate prompt and document discipline so story scaffolding stays usable.
Treating edit-diagnostic reports as a substitute for planning and consistency checks
AutoCrit prioritizes pacing and repetition issues and reduces manual sentence rewrites, which does not address broader continuity gaps. ProWritingAid can catch repeated phrasing and style drift, which does not replace scene or chapter generation tied to a structured plan.
Running large multi-pass revisions without prompt discipline in template-driven drafting
Jasper and Writesonic rely on prompt templates and guided flows to keep drafts consistent across rewrites. Higher-volume revision cycles increase the risk of narrative continuity drift unless prompts stay tightly aligned to story targets.
Choosing worksheet-first planning but expecting AI scene output to handle alignment automatically
Plottr keeps AI help secondary to worksheet fields, so scene-level output still requires manual alignment to worksheet organization. Dabble can keep outline-linked output organized, but complex continuity checks can still require manual review.
How We Selected and Ranked These Tools
We evaluated LivingWriter, Sudowrite, Claude, and NovelAI alongside eight additional drafting and editing tools that support long-form manuscript workflows. Features accounted for 40% of the ranking, with attention to chapter or scene generation mechanisms tied to structured inputs and how revisions preserve continuity.
Ease of use and value each accounted for 30%, with emphasis on whether writers can iterate across sessions without excessive context resets. LivingWriter ranked highest because chapter generation stayed tied to a structured project plan and supported iterative revision workflow without restarting the project.
Frequently Asked Questions About book writing ai software
Which tools support an outline-to-chapter workflow without losing continuity across revisions?
How does Sudowrite handle scene iteration compared with ProWritingAid’s revision-focused reports?
When should ChatGPT or Claude be used instead of purpose-built book tools like Dabble and Plottr?
What breaks if fictional continuity requirements exceed the context scope of a chat-style drafting tool like ChatGPT?
How do exports differ between Writesonic and LivingWriter for moving work into external editors?
Which tool is more suitable for nonfiction editing workflows that require line-level changes more than scene generation?
What data migration issues appear when moving an existing manuscript workflow into ProWritingAid or Jasper?
How does Plottr’s story bible style organization change the way AI drafting is produced compared with a freer drafting tool like Jasper?
Which tools support API or integration workflows, and which ones stay focused on in-app writing and exports?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
- Top 10 Best Neural Networks Software of 2026
- Top 10 Best AI Finance Software of 2026
- Top 10 Best Lab Informatics Software of 2026
- Top 10 Best Kmu ERP Software of 2026
- Top 10 Best Voice Mimicking Software of 2026
- Top 10 Best Ssd Caching Software of 2026
- Top 10 Best Semantic Software of 2026
- Top 10 Best Photography AI Software of 2026
- Top 10 Best Modbus Software of 2026
- Top 10 Best Mind Mapper Software of 2026
- Top 10 Best Mic Control Software of 2026
- Top 10 Best Manufacturing AI Software of 2026
- Top 10 Best Load Balancing Software of 2026
- Top 10 Best Lip Reading Software of 2026
- Top 10 Best Led Light Software of 2026
- Top 10 Best Laptop Tuning Software of 2026
- Top 10 Best Lan Diagram Software of 2026
- Top 10 Best Item Recognition Software of 2026
- Top 10 Best IT Process Automation Software of 2026
- Top 10 Best IT Capacity Planning Software of 2026
Keep exploring
Comparing two specific tools?
Software Alternatives
See head-to-head software comparisons with feature breakdowns, pricing, and our recommendation for each use case.
Explore software alternatives→In this category
AI In Industry alternatives
See side-by-side comparisons of ai in industry tools and pick the right one for your stack.
Compare ai in industry tools→