Anomaly Detection: GitHub + Salesforce
How fast do you hear when something breaks? askotter reads GitHub and Salesforce together and answers it for your business, by text.
How does anomaly detection with GitHub and Salesforce work for a small business?
askotter reads GitHub and Salesforce side by side so it can catch changes in your numbers within minutes. A text within minutes saying what changed, how serious it is and what to check first.
Read the full answerShow less
The owner asks follow-up questions by text.
- From GitHub
- Commits and pull requests, Deployment events, Release tags.
- From Salesforce
- Leads and opportunities, Account and contact data, Pipeline stages and velocity.
- Status
- Salesforce is on the integration roadmap, so the matching described here starts when that connector ships.
- Not for
- Replacing GitHub or Salesforce. Both keep working exactly as they do now.
How fast do you hear when something breaks?
Something shifted last Tuesday, and nobody noticed until Friday. By then you had lost five days of bookings. The data to catch it was there the whole time.
How askotter handles it
askotter reads GitHub and Salesforce side by side, so it can catch changes in your numbers within minutes.
A person checks the result before it reaches you. This is part of our website design for small business work.
How GitHub and Salesforce records line up
GitHub and Salesforce share no customer or visit identifier. askotter puts them on one timeline instead, so a change in GitHub deployments can be read against what Salesforce recorded in the same hours.
What anomaly detection uses from each
Anomaly detection needs a steady daily series with a known normal range.
From GitHub that means deployment times to line up against metric breaks. From Salesforce it means new leads per day by source.
Salesforce 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.
Salesforce on its own
Salesforce sees leads, accounts and opportunities. It knows which campaign produced a lead only when someone records it there.
Timing. Salesforce opportunity stages move when someone updates them, so pipeline data is as current as the team's CRM habits.
Access. A connected app with read-only access to Lead, Contact, Account and Opportunity.
Related guides
- LinkedIn Ads to Salesforce: Why Your Attribution Is Broken. The gap between what LinkedIn claims and what your CRM shows is a measurement problem nobody set up correctly.
- AEO for Local Businesses: Getting Cited by AI. Someone just asked an AI for a plumber in your town. What did it say?.
Services that use these connections
Other analyses: GitHub + Salesforce
Questions about GitHub + Salesforce
Do I need a developer to connect GitHub and Salesforce?
How is askotter's Anomaly Detection different from what GitHub shows on its own?
GitHub + Salesforce 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.