Do I need an ML team or AI engineers to use Heidi?
No. No training, no fine-tuning, no ML team. Heidi is a product, not a platform project: connect your systems, and the brain builds itself.
Companies that are priced out of building their own AI brain are exactly who Heidi is for. The parts that would need a research team, memory consolidation, permission-aware recall, agent trust mechanics, are the product.
Your engineers can still build on top: the API and MCP surface let them wire Heidi into their own tools and coding agents in an afternoon.