AI in Practice

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

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

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

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

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

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

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

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

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

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

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

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

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

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