Measurement rules
Define accepted events, identity, attribution, QA exclusions and data retention.
AI analytics consulting
Measure AI performance, customer journeys and business outcomes
We connect customer activity, conversions and CRM stages so you can see what works and where people stop.
Accepted conversions · Step-by-step funnels · Checked data · Useful alerts
Scope
Goals and challenges we address
We start with your goals, automation needs and definition of success.
- 01
Client-side clicks are treated as conversions even when the server rejects or deduplicates the action.
- 02
Analytics, advertising, CRM, messaging and database reports use different windows and definitions.
- 03
Summary charts hide the exact step that failed and whether it affects one platform, language or device.
- 04
Alerts report noise without an owner, evidence, severity or recovery action.
What do you want to automate?Tell us your needs. We will tailor automations to help you reach your goals.
Get expert adviceServices included
What this service includes
We tailor the scope to your goals, systems and priorities.
Step-by-step funnels
Follow discovery, engagement, qualified action, proposal, acceptance, transaction and continued use in order.
Cross-system reconciliation
Production database, CRM, notifications, analytics, advertising and payment records in the same window.
Operational health
Journey checks, integration status, telemetry freshness, data-quality rules and synthetic monitoring.
Deliverables
What your team receives
Each deliverable has a clear purpose, owner and acceptance point.
- ✓Event and conversion-definition registry
- ✓Funnel and attribution data model
- ✓Admin reporting and diagnostic views
- ✓Cross-system reconciliation checks
- ✓Alert rules, routing and incident playbooks
Our process
Clear steps with expert review and your approval
Define success
Choose the accepted conversion event and exclusions for every outcome.
Instrument
Capture server and client context without placing personal or free-text data in analytics.
Order
Build funnels whose steps progress forward within a defined time period.
Reconcile
Compare systems using the same definitions and explain expected timing differences.
We use the tools that fit the task.
We may use platform tools, DPanel, journey tests, integrations and reporting. We choose only what is useful for your project.
Get help with tools and integrations →Results and next steps
See what changed and choose the next step
We connect the work to real customer and business results, and explain any gaps in the reporting.
Get help with reporting →- We do not accept a dashboard until sample results match the source records.
- Synthetic monitoring remains visible to operations while excluded from owner conversion totals.
- Every alert names the affected customers, time period, likely owner and next check.
- Optimization decisions retain the baseline, change, expected effect and review date.
Need help with your platform?We can apply this work to the platform and tools you already use.
See platform servicesContact usQuestions
Important boundaries
Can this use our existing analytics?
Yes. Existing analytics can remain a reporting destination, while first-party accepted events provide the conversion source of truth.
Is every AI referral identifiable?
No. Referrer and platform visibility varies. The model separates directly observed signals from inferred or unattributed activity.
Will this change advertising campaigns?
Not by default. Measurement repair does not authorize changes to bids, budgets, targeting or campaign structure.
Related expertise
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