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Drupal & AI

Enterprise Drupal with AI in the workflows your teams already use.

Drupal Canvas AI

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Agentic AI

Agents Inside Drupal

Purpose built agents for site building, content, analytics, and governance.

Site Builder Agent

Brief to brand-compliant landing page, ready for human review.

Writing Assistant Agent

Drafts structured for AEO and SEO surfacing.

Supervisor Agent

Cross-channel performance and next actions in one view.

Web Governance Agent

Continuous scans for accessibility, SEO, and privacy issues.

Inside Varbase

AI Capabilities

Drupal Canvas page builder interface showing AI-assisted layout creation with brand-approved content blocks

Visual page building

Create layouts with AI grounded in your approved brand, content, and publishing rules. Your editors review every change before it goes live.

  • AI-aware layout components
  • Brand- and policy-grounded prompts
  • Inline approval on every action
  • Audit log: prompt, model, reviewer
Content operations dashboard showing AI-generated content, tone presets, and an approval workflow

Help editors do more in less time

Bring AI into Drupal to reduce repetitive work while keeping your brand voice and review process intact.

  • Generative content assistance
  • Tone presets per content type
  • Glossary enforcement
  • Real-time SEO scoring
  • Automated SEO metadata
  • Real-time multilingual translation
  • Taxonomy enforcement from your corporate glossary
  • Approval workflow integration
Media library dashboard showing AI-generated alt text, metadata, and channel-optimized image previews

Keep every asset organized and usable

Make growing media libraries easier to manage, find, and prepare for every channel.

  • Auto-generated alt text to WCAG 2.2 standards
  • Taxonomy-aware media tagging
  • Duplicate and near-duplicate detection
  • Intelligent cropping per channel format
Document intelligence interface showing extracted data, summaries, and search results from uploaded documents

Unlock the value inside your documents

Turn reports and PDFs into structured information that people can find, understand, and reuse.

  • Structured data extraction from PDFs and reports
  • Named entity recognition and taxonomy mapping
  • Full-text search across uploaded document libraries
  • Auto-generated summaries and key findings
Multilingual publishing dashboard showing AI translation confidence scores and review workflow across languages

Reach every audience faster

Scale multilingual publishing while protecting your approved terminology, quality standards, and human review process.

  • AI translation with corporate glossary enforcement
  • Per-segment quality scoring and confidence routing
  • Translation memory integration and reuse
  • Automated publishing for high-confidence outputs
Intelligent search interface showing natural language query results with citations to source content

Help people find answers, not just pages

Give visitors and employees direct, relevant answers from the content your organization trusts.

  • Hybrid vector + keyword index
  • Natural language query indexing
  • Federated multisite search
  • Editorial pinning and boosts
  • Per-language result tuning
  • "Chat with your docs" RAG capability
  • Citations back to source pages
  • Intent-driven result ranking
Predictive analytics dashboard showing content performance forecasts and audience trend charts

Act before performance starts to slip

Use existing audience and content signals to spot emerging risks and opportunities sooner.

  • Content performance forecasting pre-publish
  • Donor and user churn prediction
  • Behavioral pattern recognition across segments
  • On-premise analytics with zero data export
Smart form interface showing adaptive fields, pre-filled data, and response pattern analysis

Make every form easier and more useful

Reduce effort for users while helping your teams collect better information and uncover meaningful patterns.

  • Intelligent pre-filling from user profile data
  • Adaptive conditional logic per respondent
  • Response pattern analysis and trend detection
  • Intake-to-insight pipeline with no manual processing
AI chatbot interface showing a RAG-grounded conversation with source citations and human handoff option

Answer questions with content you trust

Give people clear, sourced answers from your approved content, with human support available when needed.

  • Website and intranet chatbots
  • RAG-grounded responses from your content only
  • Source citation on every answer
  • Human handoff for unanswerable queries
Personalization dashboard showing dynamic content recommendations and audience segmentation

Show every visitor what matters most

Guide people forward with relevant content and recommendations based on their needs and behavior.

  • Behavioral audience segmentation
  • Dynamic content block personalization
  • AI-driven content recommendations
  • A/B testing and conversion optimization
Accessibility compliance dashboard showing automated ARIA checks and a compliance score

Catch barriers before they reach users

Help teams identify and resolve accessibility issues while creating content, not after publication.

  • Automated ARIA attribute generation
  • Contrast and reading level remediation
  • Continuous VPAT-ready compliance monitoring
  • CMS-native fixes, not front-end overlays
Content governance dashboard showing outdated content detection and a prioritized remediation queue

Find outdated content before users do

Keep your website accurate and trustworthy by continuously identifying content that needs attention.

  • Brand voice and tone compliance scoring
  • Outdated content and broken reference detection
  • Legal and regulatory disclosure checks
  • Prioritized remediation queue by impact
Workflow automation dashboard showing AI-assisted content routing and approval bottleneck alerts

Keep content moving between teams

Reduce publishing delays by coordinating reviews and approvals across departments, regions, and languages.

  • AI-assisted content routing by topic, language, and region
  • Review turnaround prediction and deadline escalation
  • Automated translation task assignment
  • Approval bottleneck detection and alerting
Secure infrastructure dashboard showing role-based AI access control and per-department usage monitoring

Adopt AI without giving up control

Protect sensitive information while controlling how AI is used across your teams, content, and workflows.

  • LLM-agnostic API gateway architecture
  • Per-department cost monitoring
  • Role-based AI access control
  • Model swap without CMS rebuild
Every role. One CMS.

Enable Your Teams

AI in CKEditor

Rewrite, summarize, and refine drafts inside the Drupal editor. Tone preserved.

Auto meta + titles

SEO titles, summaries, and metadata generated and editable inline.

Real-time SEO scoring

In-CMS scoring guidance for editors during content creation.

Content scoring + analytics

Performance signals attach to each piece of content inside the CMS.

Auto ALT text

WCAG-compliant descriptions generated on upload. Reviewed before publication.

Taxonomy + tag suggestion

Categories and tags suggested from the corporate glossary.

AI translation

Translation with corporate glossary enforcement and translation memory reuse.

AI search for visitors

Vector search returns contextual, intent-aware results across the public site.

Content chatbots

RAG-grounded responses sourced only from approved organizational content.

Personalization

Audience-aware content variants driven by CRM and behavioural signals.

Per-role guard-rails

Per-role, per-content-type controls on AI feature availability and review.

Sensitive content exclusion

Sensitive content types excluded from AI features by configuration.

MCP server integrations

Drupal connects to internal AI services through Model Context Protocol servers.

SSO / IAM for AI features

Single sign-on and identity controls applied to every AI surface.

Editorial approval gates

AI suggestions move through the same approval workflow as human-authored content.

Admin Audit Log

Every AI-assisted change logged: prompt, response, model, reviewer, timestamp.

Model selection

Pick providers per content type. Self-host via Model Context Protocol where required.

Data residency + retention

Per-provider data residency, retention rules, and exclusion enforced at platform level.

Audit export + compliance reporting

Audit trails exportable for compliance review and regulatory reporting.

Multilingual Ops

Multiply Your Output

AI drafts, translators review, editors approve, and the audit log records all of it.
Multilingual Ops in Varbase
Outcomes

What You Get

Appear in AI Search

Be the answer that AI engines give your users.

Activate Content Faster

Publish to live site in minutes. Not hours.

AI Governance

Brand, legal, and accessibility guardrails on every AI.

Varbase

AI Inside Varbase

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Enterprise-grade Governance

Compliance and Governance

Multi tiered audit trail in Drupal, with legal, security, and editorial sign off before publishing.
Audit Trail in Varbase

Our Latest Work

"We've had a great experience working together."

Protection Research and Information Team Confidential IGO

Lasting Impact

UN agencies, governments, and global enterprises have Vardot operating platforms on infrastructure they already trust.
Explore Our Work
UNICEF
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"News From The States" logo, part of States Newsroom.
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Before You Book Your Call

Common Questions

OpenAI and Anthropic are the default providers. Self-hosted models are supported through Model Context Protocol (MCP) servers, so an organization with its own LLM stack can connect Drupal to it without sending content to a third-party API. Provider choice is part of the governance design, not a hidden default.

Where you choose. With OpenAI or Anthropic, content is sent to the provider you select under your account and contract. With MCP servers, content stays inside your network and never reaches a third-party API. Sensitive content types can be excluded from AI features by configuration, and the exclusion is enforced at the platform layer.

Full control. AI suggestions move through the same editorial workflow states as human-authored content. Nothing is published without an editor's approval. The Admin Audit Log module records every AI-assisted change so the publication trail is reviewable and exportable.

Yes. Self-hosted inference is supported through Ollama, vLLM, and on-prem deployment patterns. Self-hosted models run inside your infrastructure with no third-party model access.

Part of Varbase. The AI editorial features described on this page are built into Varbase, Vardot's AI-powered enterprise-grade CMS, and delivered through the same engagement that builds the platform. There is no separate login, no separate training, and no separate governance to maintain.

Vardot integrates with whichever AI program is in motion. If your organization has selected a model provider, written guard-rails policy, or stood up MCP infrastructure, Drupal connects to that work. The engagement starts with use case identification against the AI features your editors actually need, not a re-architecture of the AI stack.

Bring AI inside Drupal

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