Research-Backed Content, Published in Minutes
One prompt. Fully researched. Source-validated. Written in your expert voice. Published to your CMS with proper metadata, structured data, and SEO optimization. This is what content production looks like when AI mirrors how your best authors actually work.
How It Works
From a single topic prompt to a fully published article, the entire pipeline handles research, writing, validation, and CMS publishing automatically.
Topic Input
You provide a topic, angle, or brief. The system can also suggest topics based on your content strategy, competitive gaps, or trending industry themes.
Research & Source Validation
The AI conducts real-time web research, gathering current data, industry statistics, and authoritative sources. Every claim is cross-referenced for accuracy before it enters the draft.
Expert Voice Writing
Content is written in a specific author persona you define, complete with appropriate technical depth, tone, and domain expertise. No generic AI voice. Each article reads like your subject matter expert wrote it.
SEO & Metadata Optimization
Meta titles, descriptions, structured data, category assignments, and internal linking suggestions are generated automatically, following your SEO standards and content taxonomy.
CMS Publishing
The finished article is published directly to your CMS as properly structured content, including Portable Text formatting, author attribution, and all required metadata fields. Ready for editorial review or immediate publication.
What Every Article Delivers
Each piece of generated content includes capabilities that go well beyond what generic AI writing tools can produce.
Original Research
Real-time web research with source citations, current statistics, and verified claims. Not regurgitated training data.
Expert Voice Matching
Content written in defined author personas with consistent tone, technical depth, and domain-specific language that matches your brand.
Full SEO Package
Meta titles, descriptions, structured data markup, category assignments, and keyword optimization built into every article.
CMS-Native Publishing
Content published as properly structured data in your CMS, not pasted text. Portable Text, author references, and taxonomy all handled automatically.
Source Transparency
Every factual claim links back to its source. Your editorial team can verify anything before publication. No black box content.
Multiple Output Formats
Content delivered in markdown, Portable Text, and NDJSON formats for flexibility across publishing workflows and CMS platforms.
Built for Experts, Not Shortcuts
Most AI writing tools optimize for speed at the expense of substance. They produce content that sounds plausible but lacks the depth, accuracy, and specificity that enterprise audiences expect. The result is a growing library of content that looks professional but doesn't actually demonstrate expertise.
Our content generator takes a fundamentally different approach. It's modeled on how experienced subject matter experts produce thought leadership: start with research, validate claims against current data, build arguments with specific evidence, and write with the authority that comes from actually understanding the topic.
The system supports multiple author personas, each with distinct voice characteristics, technical vocabulary, and areas of expertise. A platform architect writes differently than a marketing director, and the content reflects that. Your readers experience consistent, authentic voices across your content library.
And because every article includes source citations and research transparency, your editorial team maintains full oversight. This is human-at-the-helm content production: AI handles the research and drafting while your team retains editorial judgment and quality control.
Use Cases
The content generator is purpose-built for enterprise content scenarios where generic AI tools fall short.
Technical Thought Leadership
Platform comparison articles, architecture decision guides, and technology evaluation content that demonstrates genuine expertise to technical decision-makers.
Migration & Implementation Guides
Detailed how-to content covering CMS migrations, platform implementations, and integration patterns that build trust with prospects evaluating your capabilities.
Industry Analysis
Timely commentary on market shifts, vendor announcements, and technology trends backed by current research and data, published while the topic is still relevant.
SEO Content Programs
Systematic content production targeting competitive keywords with the depth and authority that search engines increasingly reward over thin, generic content.
AI Content Generator FAQs
Can the system write about any topic?
The generator works best with topics related to your defined expertise areas. It performs real-time research for each article, so it can cover current events and emerging trends. For highly specialized or regulated content, we recommend additional human review to ensure compliance with industry-specific requirements.
How many articles can it produce?
Production capacity depends on your subscription tier and content complexity. Most clients produce between 8 and 20 articles per month, though the system can handle higher volumes. Each article undergoes the full research and validation pipeline regardless of volume.
What if the content needs editing?
Every article is designed to be publication-ready, but we always recommend editorial review. The system publishes to your CMS as a draft by default, giving your team the opportunity to review, refine, and approve before going live. Think of it as a highly capable first draft that needs a final human pass.
Does it work with our existing CMS?
The system is built natively for Sanity CMS but can be adapted for other headless platforms including Contentful, Contentstack, and Storyblok. The content pipeline outputs structured data that maps to your specific content model and taxonomy.
How do you handle duplicate content concerns?
Every article is original content based on current research. The system does not repurpose or rewrite existing content from your site or competitors. Built-in checks ensure the output is unique and does not closely mirror source material.
See Your First AI-Generated Article
Tell us your topic and we'll produce a sample article so you can evaluate the quality, voice matching, and research depth firsthand.