Instrumentation and AI
Managing 28,000+ tags and 2.1 trillion monthly events demands both depth and speed—particularly when onboarding new engineers to internal tooling. TagPal delivers: AI‑driven recommendations cut tag creation time by 75%, auto‑approval reduces manual reviews by 85%, and Golden Standards ensure every new hire instruments events correctly from day one. It’s a self‑governing data ecosystem that scales with your team and your data.
TP
Overview
TagPal mobile
Prototype snapshot
0
tags
0
pending
0
auto‑candidates
0
golden
What this prototype lets you click through
• Create tag with extended schema fields.
• Watch TagPal analysis update in real‑time (duplicates, risk, confidence).
• Save and see routing: auto‑approve, manual review, or deny.
• Use Approval Queue to apply decisions and notes.
• Explore dictionary, Golden Standards, and audit trail.
• Watch TagPal analysis update in real‑time (duplicates, risk, confidence).
• Save and see routing: auto‑approve, manual review, or deny.
• Use Approval Queue to apply decisions and notes.
• Explore dictionary, Golden Standards, and audit trail.
Live state
Create New Tag
(added to every event in selected portfolio)
🤖
TAGPAL AI ANALYSIS
Updates as you type
Status: –
Confidence: –
Risk: –
Duplicate detection
Start typing a tag name…
Similar tags
Similar tags will appear here.
Quality checks
Fill required fields to see quality checks.
Golden Standard validation
GS validation will appear here.
TagPal recommendation
Recommendation will appear once required fields are filled.
Preview & Validation
Fill the form to see a live preview.
Required fields: tag name, tenant, portfolio, use case, description, sample value, property type, data type.
Tag Approval Queue
Pending approvals grouped by TagPal recommendations and auto‑approve eligibility.
Pending: 0
Auto: 0
Manual: 0
GS: 0
| Tag | Type | GS | Rec | Conf | Auto? | Actions |
|---|
Tag Dictionary
| Tag | Tenant | Portfolios | Type | Description | Status |
|---|
Highlights
No highlights yet.
Golden Standards by portfolio
Admin actions
Pending GS requests
No pending GS change requests.
Audit Trail
| Time | Actor | Action | Details |
|---|
Review Tag
Tag details
TagPal analysis
TagPal recommendation & actions
Saved