Predictive Forecasting: GitHub + POS Systems
Can you trust your forecast for next month? askotter reads GitHub and POS Systems together and answers it for your business, by text.
How does predictive forecasting with GitHub and POS Systems work for a small business?
askotter reads GitHub and POS Systems side by side so it can forecast with live numbers from every connected account. Forecasts that update as your numbers change, with a likely range attached.
Read the full answerShow less
The owner asks follow-up questions by text.
- From GitHub
- Commits and pull requests, Deployment events, Release tags.
- From POS Systems
- Transaction data, Product-level sales, Customer identification.
- Status
- POS Systems is on the integration roadmap, so the matching described here starts when that connector ships.
- Not for
- Replacing GitHub or POS Systems. Both keep working exactly as they do now.
Can you trust your forecast for next month?
Most small business forecasts are last year's numbers in a spreadsheet. They miss that your ad spend doubled this quarter or that the busy season started early.
How askotter handles it
askotter reads GitHub and POS Systems side by side, so it can forecast with live numbers from every connected account.
A person checks the result before it reaches you. This is part of our website design for small business work.
How GitHub and POS Systems records line up
GitHub and POS Systems share no customer or visit identifier. askotter puts them on one timeline instead, so a change in GitHub deployments can be read against what POS Systems recorded in the same hours.
What predictive forecasting uses from each
Predictive forecasting needs enough history to see the seasonal pattern.
From GitHub that means the release calendar. From POS Systems it means daily sales by location and item.
POS Systems is on the integration roadmap, so the matching described here starts when that connector ships.
What each tool sees on its ownShow less
GitHub on its own
GitHub knows what code changed and when. It cannot tell you whether that change cost you leads or sales.
Timing. GitHub timestamps every commit, merge and deployment to the second.
Access. A GitHub App or token with read access to the repositories you choose.
POS Systems on its own
A POS sees the sale at the counter. It only knows who bought when the customer gave a phone number or email for a receipt or loyalty account.
Timing. Many POS systems settle and export transactions in end-of-day batches.
Access. The POS vendor's API where one exists, or a daily export.
Related guides
- How to Measure Marketing ROI When You're Not a Data Scientist. The right questions can do the work of a data team.
- How to Get Your Business Into Google AI Overviews. The box above the results is the new first position.
Services that use these connections
Other analyses: GitHub + POS Systems
Questions about GitHub + POS Systems
Do I need a developer to connect GitHub and POS Systems?
How is askotter's Predictive Forecasting different from what GitHub shows on its own?
GitHub + POS Systems is coming soon
Talk to us about your timeline, and we will confirm the launch date before you commit.
Self-managed is $99/mo and scales with the compute you use. Our team runs it from $600/mo.