Reassess model fit for recurring AI incident themes
Use a quarterly checkpoint to turn repeated incident follow-up into a manageable model-fit review.
Trigger
Recurring schedule
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Action
Search models
Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.
Why this helps
Recurring AI incidents can continue to consume attention when teams never find a good moment to reassess the model choice.
- Create a clear cadence for reassessing model fit.
- Use repeated incident themes to guide comparisons.
- Make follow-up research easier to schedule and share.
Setup
Build it in a few focused steps.
- 1Connect incident.io and Artificial Analysis to Notis once in the portal.
- 2Create an automation through the portal or ask Notis to review model fit for recurring incident-prone workflows.
- 3Write one plain-language instruction naming those workflows and the quality, speed or cost constraints to consider.
- 4Choose a quarterly schedule and report channel, then test with one recurring incident theme.
Questions about this workflow
Does the workflow make a model change?
No. It provides benchmark results so the team can decide whether any change is appropriate.
What should the prompt contain?
Include the relevant workflow themes and the constraints that matter to your team.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link incident.io to Artificial Analysis. A trigger fires from one place; an action lands in another.
incident.io triggers
Artificial Analysis actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Search models
Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Get model providers
Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.
Get model detail
Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.
Get hardware benchmarks
Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.
Get cost per task
Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.
Get model cost per task
Compare and rank LLM models and providers across performance benchmarks, then dive into detailed specifications for any model to find the best fit for your needs. Discover performance metrics for specialized AI systems handling speech, images, and video, plus benchmark data for different hardware configurations.
Connect any two apps with Notis in the middle.
incident.io and Artificial Analysis, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
Save your first hour today.
7-day trial of any paid plan, with 20$ of usage included.
No card. Works with personal or business Artificial Analysis.