Storly.ai

Storly.ai’s proprietary pipeline orchestrates three tightly-integrated layers:

Empathic Prompt Engineering

Instead of cold, generic questions, the system tailors dynamic prompts based on mission vertical (e.g., cancer support, refugee relief, youth mentoring) and psychographic cues harvested from publicly available donor data. The result is an interview flow that feels conversational yet gently surfaces transformative moments.

Large-Language-Model Orchestration

At its heart sits a fine-tuned variant of GPT-4 turbo-charged with a reinforcement-learning layer trained on thousands of high-performing nonprofit stories. A constitutional AI safety net filters out trauma-triggering or overly sensational language, ensuring dignity is never sacrificed for clicks.

Multimodal Rendering Engine

Once the text is finalized, an on-the-fly transformer converts key emotional beats into matching visuals, pull-quotes and 15-second vertical videos optimized for TikTok, Instagram Reels and YouTube Shorts. Each asset is auto-branded with the organization’s color palette and accessibility-compliant captions.