Analytics & Insights

Get Complete AI Performance Insights

Monitor results, optimize pipelines, make smarter decisions with real-time analytics. Sun Summit provides visibility across models and workflows.

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Overview

Sun Summit Analytics gives your team visibility into every model, workflow, and dataset. Track performance, detect bottlenecks, and measure improvement — without custom dashboards or third-party tools.

Real-time metrics for all pipelines

Track the performance of your pipelines in real-time to make timely decisions.

Performance dashboards

Visualize model performance and pipeline health in easy-to-read dashboards.

Drift detection & alerts

Automatically detect model drift and set alerts to notify you when performance metrics drop.

Example Code for

Analytics & Insights

Set up and use SunSummit to define workflows, track metrics, and trigger alerts. Below are examples in different programming languages to get you started.

# Define and track model performance metrics

sunsummit analytics track \
  --workflow "data-cleaning" \
  --metrics "accuracy, precision, f1" \
  --alerts "threshold: 0.9, notify: slack:webhooks/perf-team" \
  --model "v1.2" \
  --dataset "s3://processed-data" \
  --report "model-performance-report"

Use Cases

01

Monitor Model Quality Over Time

Continuously track model performance to ensure it maintains accuracy as data changes.

02

Compare Experiments and Versions

Easily compare the performance of different experiments or model versions to determine the best solution.

03

Get Alerts When Metrics Drop

Set up real-time alerts to notify your team when key metrics fall below the desired threshold.

04

 Share Dashboards with Your Team

Share performance dashboards and insights with your team to foster collaboration and data-driven decision-making.

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