AI Lab

AI as a research and production system.

Documented workflows for research, prompt engineering and automation — built on NotebookLM, Claude and Gemini and grounded in human judgment.

Research

Research & Synthesis Workflow

A multi-source research pipeline that turns scattered inputs into structured briefs.

  1. 1Collect sources into NotebookLM
  2. 2Extract themes with Gemini
  3. 3Draft synthesis with Claude
  4. 4Human review & structure
NotebookLMGeminiClaude
Prompt Engineering

Prompt Engineering System

Reusable prompt templates with roles, constraints and evaluation rubrics.

  1. 1Define role & context
  2. 2Set constraints & format
  3. 3Add few-shot examples
  4. 4Evaluate & iterate
ClaudeGemini
Automation

Content Repurposing Automation

One long-form asset expanded into channel-native formats.

  1. 1Ingest source content
  2. 2Segment into atomic ideas
  3. 3Generate format variants
  4. 4Schedule & review
ClaudeAutomation
Automation

Competitive Monitoring System

Automated tracking and summarisation of competitor activity.

  1. 1Aggregate competitor sources
  2. 2Summarise weekly deltas
  3. 3Flag strategic shifts
  4. 4Report to stakeholders
GeminiNotebookLM
Research

NotebookLM Briefing Engine

Grounded briefs generated from a curated source library.

  1. 1Curate trusted sources
  2. 2Ask grounded questions
  3. 3Verify citations
  4. 4Export brief
NotebookLM
Prompt Engineering

Creative Ideation Workflow

Structured divergence and convergence for campaign concepts.

  1. 1Frame the brief
  2. 2Diverge with prompts
  3. 3Cluster & score ideas
  4. 4Converge on concepts
ClaudeGemini