Advanced Analytics for Custom Manufacturing
See what's really happening across your custom device business.
The Problem
Most labs and brands are flying blind: no unified view of throughput, remake rates, device mix, or site performance. Data is scattered across portals, spreadsheets, printer logs, and ERP reports.
The Toolkit3D Approach
Toolkit3D becomes your system of record for custom-fit workflows, giving you analytics that stretch from prescription to production to delivery.
Analytics You Can Unlock
Comprehensive insights across every dimension of your custom manufacturing operation.
Operational Performance
- Orders per day/site/tenant
- Lead times and bottlenecks by step or device type
- On-time delivery vs promised dates
Quality & Clinical Metrics
- Remake and adjustment rates by device type, clinic, or material
- Common failure reasons and trends
Commercial Insights
- Volume by clinic, brand, and product line
- Adoption and usage of digital workflows vs legacy methods
- Pricing and margin views when connected to ERP/finance
Platform Features
Enterprise-grade analytics built for custom manufacturing workflows.
Pre-built dashboards for labs, brands, and executives
Role-specific views that surface the metrics that matter most to each stakeholder.
Drill-down from high-level KPIs to individual orders
Click through aggregated data to investigate specific devices or transactions.
Export to BI tools via APIs
Connect to Snowflake, Power BI, Tableau, and other analytics platforms.
Multi-tenant filtering
View data across groups, brands, franchise networks, or individual locations.
Expected Outcomes
Data-Driven Decisions
Make capacity and investment decisions based on real data, not gut feelings.
Identify Impact Opportunities
Pinpoint exactly where automation will have the biggest impact on your operation.
Prove ROI
Demonstrate the value of digital programs to internal stakeholders and partners.
Want to see your entire custom product operation on one screen?
Ask us for a live analytics demo and see how data transforms decision-making.
Request Analytics Demo