Real-Time Quality Monitoring
Continuous checks on behavior, devices, and sources while surveys are live, so quality issues are caught early instead of at the end.
500+
Projects Monitored in Real Time
Live monitoring that keeps survey quality on the radar every day of fieldwork.
We combine automated checks with human review to watch for patterns that signal risk – speeding, straight-lining, duplicate behavior, abnormal completion paths, and more.
When something looks wrong, we don’t just report it; we work with you and your suppliers to pause, rebalance, or tighten rules so the study stays on track.
What Our Real-Time Monitoring Covers
Our approach is designed to be practical and transparent, so research teams can quickly see what actions were taken and why.
Daily dashboards on completes, quotas, and drop-offs- Speeding, straight-lining, and logic failure checks
- Device, browser, and IP pattern monitoring
- Source-level quality flags and comparisons
- Issue logging with recommended actions
- Inputs for final validation and supplier reviews
Why Continuous Monitoring Matters
Most quality problems are cheaper to fix mid-field than after close. Real-time monitoring reduces re-contact, minimizes waste, and gives stakeholders confidence that fieldwork is under active control.
40+
Behavior & Quality Indicators Tracked
80%
Issues Resolved During Field
7days
Typical Monitoring Window per Wave
How We Work with Your Team & Suppliers
Before launch we agree which indicators to track, thresholds that should trigger action, and how updates will be shared with your team.
During fieldwork we keep communication short and focused – highlighting only what needs attention and proposing specific next steps.
FAQ
Questions about real-time quality monitoring
Do you only monitor projects you execute?
We can monitor projects we execute end-to-end or plug into your existing setups, as long as we have access to the right data and dashboards.
How often will we hear from you during field?
For most projects we share daily updates, with faster communication when thresholds are breached or decisions are needed.
Can we customize the rules and indicators?
Yes. We start from a core set of indicators and then tailor thresholds and additional checks to match your risk appetite.
How does this link to final data validation?
Real-time monitoring builds the evidence base for end-of-field validation, so final exclusions and supplier reviews are well-documented.