Can I bring my own models to Annie?

Yes. Annie's pipeline architecture is open — each of the pipeline roles (twelve today) accepts any model that conforms to the role's interface specification (input format, output schema, confidence scoring protocol).

You can bring:

• Open-weight models — Llama, Mistral, Falcon, Qwen, and other models with permissive licences
• Fine-tuned variants — models you have trained or fine-tuned on your own data
• Domain-specialist models — sector-specific models such as clinical NLP or legal document analysis
• Internal models — proprietary models your organisation has developed

Models do not need to be publicly available or sourced from any particular provider. They need to meet the role's interface specification, which Annie validates at deployment.

You can mix Workforce Foundation Models and your own models across different pipeline roles — for example, using a WFM for general reasoning and a domain-specific model for compliance checking.