OKR template to enhance global issue feedback classification accuracy and coverage
The initiatives taken to reach these objectives include equipping staff with best practices in feedback classification and improving an automated system for classification. Moreover, thorough analysis and identification of patterns in previously misclassified cases will be carried out.
Another major goal is improving feedback classification through machine learning model. Steps like introduction of a more complex algorithm, enhancement of training dataset through data augmentation and optimization of hyperparameters will be undertaken. This aims at increasing the classification accuracy by 30%.
The OKR also focuses on expanding feedback coverage to include 20 new globally-relevant issues. This will be achieved by identifying these issues, developing a comprehensive feedback form for each one of them, and then rolling out these feedback tools across all platforms.
ObjectiveEnhance global issue feedback classification accuracy and coverage
KRReduce incorrect feedback classification cases by at least 25%
Train staff on best practices in feedback classification- Implement and continuously improve an automated classification system
- Analyze and identify patterns in previous misclassifications
- KRImprove machine learning model accuracy for feedback classification by 30%
- Introduce a more complex, suitable algorithm or ensemble methods
- Implement data augmentation to enhance the training dataset
- Optimize hyperparameters using GridSearchCV or RandomizedSearchCV
- KRExpand feedback coverage to include 20 new globally-relevant issues
- Identify 20 globally-relevant issues requiring feedback
- Develop a comprehensive feedback form for each issue
- Roll out feedback tools across all platforms
How to edit and track OKRs with Tability
You'll probably want to edit the examples in this post, and Tability is the perfect tool for it.
Tability is an AI-powered platform that helps teams set better goals, monitor execution, and get help to achieve their objectives faster.
With Tability you can:
- Use AI to draft a complete set of OKRs in seconds
- Connect your OKRs and team goals to your project
- Automate reporting with integrations and built-in dashboard
Instead of having to copy the content of the OKR examples in a doc or spreadsheet, you can use Tability’s magic importer to start using any of the examples in this page.
The import process can be done in seconds, allowing you to edit OKRs directly in a platform that knows how to manage and track goals.
Step 1. Sign up for a free Tability account
Go tohttps://tability.app/signup and create your account (it's free!)
Step 2. Create a plan
Follow the steps after your onboarding to create your first plan, you should get to a page that looks like the picture below.
Step 3. Use the magic importer
Click on Use magic import to open up the Magic Import modal.
Now, go back to the OKR examples, and click on Copy on the example that you’d like to use.
Paste the content in the text import section. Don’t worry about the formatting, Tability’s AI will be able to parse it!
Now, just click on Import from text and let the magic happen.
Once your example is in the plan editor, you will be able to:
- Edit the objectives, key results, and tasks
- Click on the target 0 → 100% to set better target
- Use the tips and the AI to refine your goals
Step 4. Publish your plan
Once you’re done editing, you can publish your plan to switch to the goal-tracking mode.
From there you will have access to all the features that will help you and your team save hours with OKR reporting.
- 10+ built-in dashboards to visualise progress on your goals
- Weekly reminders, data connectors, and smart notifications
- 9 views to map OKRs to strategic projects
- Strategy map to align teams at scale