AI Agents
Meeting-briefing AI agent for B2B events
An n8n and LLM agent that generates supplier-ready briefings for hundreds of buyer–supplier meetings, with buyer snapshots, pitch angles, talking points and objection handling.
- Client
- Worldwide Events
- Industry
- Events
- Status
- Prototype / MVP
The problem
Suppliers entered buyer meetings with generic preparation, lowering meeting ROI at scale.
What we built
- Multi-sheet ingestion and enrichment pipeline
- Reasoning-focused prompts with JSON schema enforcement
- Idempotent batch briefing generation
Challenges we solved
- Avoiding generic output
- Uneven buyer and supplier data
- Hallucination-safe prompting
Results
- MVP validated for personalised briefings at event scale
Technology stack
- n8n
- OpenAI
- Google Sheets
- JavaScript
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