AI-Powered Content Engine for GRMS.

Built an AI-driven content system to scale expert-led thought leadership in regenerative medicine while preserving accuracy, credibility, and the founder's voice through structured human review.

Overview

Global Regenerative Medicine Society (GRMS) is focused on advancing research and awareness in regenerative medicine. Led by Dr. Salman Dalwi, a former NHS director and scientist, the goal was to build a consistent thought leadership presence on LinkedIn.

The technical nature of the domain and limited founder availability created a need for a system that could scale content production while maintaining accuracy, credibility, and a strong personal voice.

The Challenge

• Highly specialized and sensitive subject matter
• Content needed to reflect the founder's expertise and tone
• Manual content creation was not scalable
• Fully automated publishing risked inaccuracies

The challenge was balancing scale, accuracy, and authenticity within one operating system.

Approach

Topic and data sourcing

Built a system to continuously gather relevant news, research, and developments in regenerative medicine and adjacent fields.

AI content generation

Developed a pipeline to generate LinkedIn drafts aligned with the founder's tone, expertise, and communication style.

Human-in-the-loop workflow

Implemented a structured review layer to ensure accuracy and quality, with selective founder approvals for key posts.

Multi-format content creation

Enabled generation of both text posts and carousel-style content.

Publishing system

Designed a streamlined workflow for scheduling and publishing consistently on LinkedIn.

What We Implemented

• End-to-end AI content generation system
• Automated topic discovery and research aggregation
• Tone-aligned content generation pipeline
• Human review and approval workflow
• Automated carousel content creation
• Structured LinkedIn publishing system

Outcome

• Generated 200K+ organic impressions on LinkedIn
• Increased consistency of publishing and visibility
• Improved inbound interest and business conversations
• Created a scalable content system for expert-led communication

The result was a controlled AI-driven content system that enabled consistent thought leadership in a complex domain without removing human oversight.

Engagement

We worked closely with the founder to align content strategy, tone, and workflow design with domain requirements. The system was deliberately designed to balance automation with oversight.