The Playbook Researcher is an internal AI-driven tool developed to support the creation of client-ready educational playbooks. These playbooks serve as instructional resources within the enterprise platform, guiding clients through solution adoption, technical onboarding, and implementation best practices.
The tool performs a lightweight information retrieval step to collect relevant documentation and technical references, and then constructs an outline tailored to the target topic. It follows this outline to do section-by-section generation of playbook content. Additionally, the application embeds custom “cogency check” questions at key points to reinforce comprehension and assess clarity.
This project reflects a systems-level approach to enablement content and combines structured automation with referenced knowledge to scale high-quality client education with minimal manual lift.
- Uses AI-assisted retrieval to source relevant technical documentation and solution guides
- Dynamically generates structured outlines and complete playbook drafts from retrieved material
- Embeds custom “cogency check” questions to validate understanding and improve learning outcomes
- Streamlines content creation for customer enablement while ensuring technical consistency and reuse
Tools & Stack
Python · Azure OpenAI API · Information Retrieval · Prompt Engineering · Content Structuring Logic
Demo and Access
Internal tool developed for AlignAI’s enterprise product platform. Demo access is proprietary.