How TekNation Helps Manufacturers Automate Risk Scoring, Root Cause Escalation, and Trend Analysis with Power BI and Microsoft 365
By TekNation
Every manufacturing company handles warranty claims. The question is whether your organization is reacting to them one at a time, or managing them as a system.
Most manufacturers in the 1 to 100 employee range process warranty claims the same way they always have: a customer calls or submits a return, someone logs it in a spreadsheet or a CRM, and the claim gets processed. If the same part fails three times in a month, someone might notice. Or they might not, until the problem is large enough to cost real money.
The difference between a reactive warranty process and a proactive one comes down to three things: a structured way to score and categorize claims as they come in, a system that connects the dots across claims automatically, and visibility that reaches the right people at the right time. TekNation builds exactly that kind of system, using the data sources your manufacturing operation already has.
The Framework: Probability, Severity, and Risk
A well-structured warranty management system starts with a consistent scoring framework. Every claim or claim pattern is scored across two dimensions: Probability and Severity.
Probability answers how often this failure is occurring, on a scale from Rare (an isolated, one-off claim with no history) to Almost Certain (widespread, occurring consistently across current production).
Severity is not a single number. It is the average of four sub-categories, each rated on a one to five scale:
- Safety Risk: Does this failure create potential for injury, harm, or regulatory exposure?
- Cost Impact: What is the warranty cost exposure tied to this claim or defect pattern?
- Defect Rate: What percentage of units produced are affected by this failure?
- Customer and Volume Exposure: How many customers, units, or batches are affected?
Multiplying Probability by Severity produces a Risk Score between 1 and 25, which determines the appropriate response:
- Low (1-4): Process normally and log for trend tracking.
- Medium (5-9): Monitor the trend. Flag to quality engineering if a pattern develops.
- High (10-15): Engage manufacturing and quality engineering for root cause investigation within five business days.
- Critical (16-25): Immediate manufacturing engagement. Consider a production hold and evaluate for regulatory or recall notification.
5×5 Warranty Risk Matrix (Probability x Severity)
Probability (rows) × Severity (columns) = Risk Score
| Probability ↓ / Severity → | 1 – Negligible | 2 – Minor | 3 – Moderate | 4 – Major | 5 – Severe |
|---|---|---|---|---|---|
| 5 – Almost Certain | 5 | 10 | 15 | 20 | 25 |
| 4 – Likely | 4 | 8 | 12 | 16 | 20 |
| 3 – Possible | 3 | 6 | 9 | 12 | 15 |
| 2 – Unlikely | 2 | 4 | 6 | 8 | 10 |
| 1 – Rare | 1 | 2 | 3 | 4 | 5 |
Medium (5-9)
High (10-15)
Critical (16-25)
This framework gives every person touching warranty claims, from the front desk processing a return to the VP of Operations reviewing the week, a shared language and a consistent decision-making standard.
Where the Data Lives and How TekNation Connects It
The scoring framework is only as powerful as the data feeding it. Most manufacturing companies have warranty-relevant data scattered across several systems: an ERP, a CRM, a quality management system, production logs, and often a collection of spreadsheets that someone built to fill the gaps between those systems.
TekNation’s role is to connect those sources and make the data work as a unified system. Here is what that looks like in practice:
- The warranty claim log becomes a live data source. Whether your claims are logged in a spreadsheet on SharePoint, in a Dynamics 365 field, or in a CSV export from your ERP, Power BI can connect to it directly. The claim log captures the date, claim or RMA number, product and part number, customer, and the five scoring inputs. Severity and Risk Score calculate automatically from those inputs.
- Power BI surfaces the risk matrix in real time. The 5×5 risk matrix becomes a live dashboard updated every time a new claim is logged. Operations leadership sees at a glance where claims are clustering, whether the pattern is shifting toward higher severity, and which product lines are generating the most risk exposure.
- Automated alerts replace manual monitoring. When a claim scores High or Critical, Power BI and Microsoft Power Automate trigger an automatic notification to the quality engineering team or operations director. A Critical score triggers an immediate alert. A Medium score can trigger a weekly digest if the count exceeds a threshold. The escalation logic is built into the workflow, not left to someone remembering to check a spreadsheet.
- Trend analysis reveals what point-in-time claims cannot. A single High score on one claim may not trigger a production hold. But a dashboard showing five Medium scores across the same part number over 90 days, all with similar defect rate patterns, tells a different story. Power BI’s trend visualizations surface these patterns before they become Critical events.
What This Looks Like in the Daily Production Meeting
The daily production meeting is one of the highest-leverage environments for operational data. Warranty risk fits directly into that framework. A well-built warranty management dashboard gives your production meeting four things:
- New claims logged since the last meeting, with their Risk Scores and levels visible at a glance.
- Open High and Critical claims, with investigation status and days since engagement was triggered.
- Trend view for the past 30 and 90 days, showing whether overall risk scores are improving or worsening across the product line.
- Manufacturing engagement status, so the room knows which quality investigations are in progress, which are overdue, and which have been resolved.
This replaces the end-of-month warranty review meeting, where problems that started six weeks ago finally get attention, with a daily operational rhythm where nothing stays hidden long enough to become a recall.
Connecting Warranty Data to Your ERP and Production Systems
The most powerful version of this system connects warranty claims back to the production data that generated them. When a High or Critical claim comes in on a specific part number, the relevant questions are: which production run made it, which batch or lot is affected, and how many units from that run are still in the field?
Power BI connects to a broad range of ERP systems, whether you run SAP, Oracle, NetSuite, or a manufacturing-specific platform, to pull that production data alongside the warranty claim log. That connection turns a warranty claim from a customer service event into a manufacturing intelligence signal. The quality engineering team walking into a root cause investigation already knows the affected batch, the production date, the operator on shift, and how many units are potentially at risk, before they pull a single file.
For manufacturers that also manage supplier quality, the same framework applies upstream: a defect rate pattern on an incoming component can be scored and escalated through the same risk matrix before it reaches finished goods and generates customer warranty claims.
The Microsoft 365 Infrastructure Underneath It All
All of this runs on the Microsoft 365 stack your manufacturing operation likely already uses or should be using. SharePoint stores the claim log and provides the secure, version-controlled foundation for the underlying data. Power BI connects to SharePoint, your ERP, and any other data sources in scope. Power Automate handles the escalation logic and alert workflows. Teams delivers the alerts and the dashboard views to whoever needs them, whether that is on a conference room screen during the morning standup or on a plant manager’s phone between the floor and the office.
Microsoft Intune and Entra ID make sure that access to warranty data, which often includes customer information and financial exposure data, is controlled and auditable.
TekNation manages all of this as a managed service. That means the infrastructure is maintained, the alert workflows stay current as your business changes, and the dashboard evolves as your quality team identifies new metrics worth tracking.
Getting Started
If your warranty process currently lives in a spreadsheet that someone updates manually, or if your quality team is identifying defect patterns after they have already become significant problems, that is the right place to start a conversation. TekNation can assess your current data sources, map out what a connected warranty risk management system would look like for your specific operation, and build a practical roadmap from where you are today to a system that gives your manufacturing team real-time visibility into what is happening and what needs attention.
We are based in Douglasville, GA and serve manufacturing businesses throughout the greater Atlanta area and beyond.