LLM Marketing Automation
70% time saved, 15 clients, consistent brand voice
What we were up against
A marketing agency was producing content for 15 clients but struggling with consistency, turnaround time and brand voice adherence. Writers spent 4-6 hours per blog post and still required 2-3 revision rounds. They needed AI assistance that understood each client's brand guidelines.
What we built
We built a multi-tenant content generation platform with brand-specific AI profiles, a human-in-the-loop approval workflow, and multi-channel output (blog, social media, email). Each client has a trained brand voice profile that ensures consistency across all generated content.
How we did it
Week 1-2: Built brand voice profiling system using few-shot learning on client content samples.
Week 3-4: Created the content generation pipeline with outline → draft → refinement stages.
Week 5-6: Built the approval workflow UI with version tracking and comment system.
Week 7-8: Added multi-channel output formatting and client dashboard.
The results
Content production time reduced by 70%. The platform now serves 15 clients with consistent brand voice across all outputs. Human editors spend 30 minutes reviewing instead of 6 hours writing from scratch.
System architecture
Documents ingested, embedded, stored in a vector database, retrieved with precision and validated before reaching the user.
Technology used
Have a similar project?
Tell us about your goals and we'll give you an honest assessment - no sales pitch.