Case
Intuit GenOS
June 2023 press release: Intuit announced an internal 'generative AI operating system' with four components (a developer studio, a runtime layer that routes to the right model and data, a UX component library, and custom financial language models).
- Industry
- Financial software
- Frameworks applied
- Three waves: prompt, context, harnessFive LLM workflow patterns

Frameworks applied
This case is read through the frameworks below.
- Three waves: prompt, context, harnessWhen a firm puts AI models to work, where should its leaders invest effort: writing prompts, engineering context, or building the harness around the model?
- Five LLM workflow patternsWhen a product team sets out to build an LLM into a process, which workflow patterns (chaining, routing, parallelisation, orchestration, evaluation) suit each task?
Sources
References
Listed A–Z by author surname, Harvard style. A source with a DOI links to https://doi.org/…; one without links to its page or says plainly that it has no DOI.
- Intuit Inc. (2023) Intuit introduces generative AI operating system with custom trained financial large language models [press release].No DOIinvestors.intuit.comSource page