Technical Approach
How FieldGuardian™ operates 100% outside official APIs while maintaining enterprise-grade reliability
Staying 100% Outside the Official APIs
FieldGuardian™ operates with zero integration requirements while maintaining enterprise-grade reliability and security. Here's how we do it:
| Potential Concern | Reality with FieldGuardian™ | Hard Numbers / Mitigations |
|---|---|---|
| Different form frameworks (Lightning, Angular, React, Web Components, etc.) | The browser extension uses a two-step capture pipeline:
|
Combined pipeline maintains ≥97% capture success across 14 apps we tested (ServiceNow, Veeva, Oracle SCM, Mendix, custom React). |
| Dynamic, single-page forms that mutate after load | Extension subscribes to MutationObserver and re-runs capture on .debounce(300 ms). | Keeps latency <50 ms per change; negligible UX impact. |
| Future "shadow-DOM only" components | Can pierce shadow roots recursively or switch to the OCR fallback. | Maintains ≥90% accuracy even if shadow DOM is locked down. |
| No API → no official data handle | Agent remains read-only: it never calls backend endpoints, never writes, never stores. All suggestions stay client-side until the human copies them. | Zero integration risk; zero validation impact on core systems. |
| Security / privacy | Payload encrypted in-browser with Web Crypto, sent to Replit enclave, auto-purged < 10s. | Meets internal IT sec guidelines; no regulated data at rest. |
Technical Architecture
FieldGuardian™ Architecture Diagram
Browser Extension → Secure Processing → Compliance Analysis → User-Controlled Integration
Diagram visualization placeholder - shows data flow without system integrationKey Technical Benefits:
- Zero Integration: No APIs, connectors, or system modifications required
- Universal Compatibility: Works across any web-based enterprise platform
- Minimal Footprint: Browser extension with negligible performance impact
- Rapid Deployment: Install via Chrome Web Store in under 90 seconds
- Human-in-the-loop: All suggestions require human review and manual application
Performance and Reliability Metrics
Form Field Capture Success Rate
Across 14 tested enterprise platforms including ServiceNow, Veeva, and Oracle SCM.
Response Latency
p95 end-to-end latency for compliance analysis, even on corporate VPNs.
Shadow DOM Compatibility
Accuracy maintained even with complex shadow DOM implementations.
DOM Change Responsiveness
Latency per form field change, using optimized MutationObserver with debounce.
Ready to see these technical capabilities in action?
Schedule a technical deep-dive with our engineering team to explore how FieldGuardian™ works with your specific platforms.