Matt Vincent

Matt Vincent founded Source Allies, an Iowa‑headquartered consultancy specializing in Data & AI with multiple GenAI systems in production delivering measurable ROI. He works with organizations to move generative AI from pilot to product.

Presentation

AI Demo

Close the GenAI “Learning Gap”: Self‑Improving AI Without Fine‑Tuning

2:15 PM–3:00 PM · Room 275 · AI Demo

Close the GenAI “learning gap” using self‑improving feedback loops and observability. Continuously improve AI systems without costly fine‑tuning.

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## Speaker: Matt Vincent
**Founder** at **Source Allies** — Urbandale, IA
**Conference:** CIRAS AI Summit for Iowa — May 6, 2026

### Bio

Matt Vincent founded Source Allies, an Iowa‑headquartered consultancy specializing in Data & AI with multiple GenAI systems in production delivering measurable ROI. He works with organizations to move generative AI from pilot to product.

### Sessions at this conference

- **Close the GenAI “Learning Gap”: Self‑Improving AI Without Fine‑Tuning** [AI Demo] (2:15 PM–3:00 PM)

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