Extensible Sensor Framework
Source-agnostic sensors explore transactional data to uncover behavioral patterns. Each sensor measures specific organizational tensions—Innovation vs. Execution vs. Knowledge Flow—transmitting signals that reveal how work actually happens.
Finding the Signal in the Noise
Why AI Fails Without Organizational Physics
AI learns from data—but organizational data is full of noise: individual metrics that measure isolated dimensions (survey scores, hours logged, tool usage), but no measurement of thetensions between them. Without understanding the underlying physics—the forces across Innovation, Execution, and Knowledge Flow—AI amplifies dysfunction instead of solving it.
TensoryX's extensible sensor framework measures what matters: where multiple sensors reveal patterns invisible to single sources, where tensions create signals worth investigating, and where organizational forces compete or align. Source-agnostic sensors work across any platform. This diagnostic intelligence reveals what to fix before AI invests millions in automating broken patterns.
How Sensors Work
Each sensor explores transactional data to uncover behavioral patterns. Modular, source-agnostic architecture enables analysis of any organizational data source—individually or in combination.
Sensor Architecture
- →Source-Agnostic: Works with any data platform—no vendor lock-in
- →Modular Design: Purchase individual sensors or sensor combinations
- →Cross-Sensor Analysis: Combine multiple sensors to reveal deeper insights
- →Physics-Based: Measures tensions across Innovation, Execution, Knowledge Flow
Extensibility (With Design Partners)
- →Platform Agnostic: Integrate any collaboration tool—analyze together or separately
- →New Sensors: Co-design sensors for specific organizational data sources
- →Modular Licensing: Purchase individual sensors or sensor combinations as needed
What Sensors Measure
Measure tensions between Innovation, Execution, and Knowledge Flow:
- →Innovation Tension: Teams saying "we're innovative" but usage shows legacy tool reliance
- →Execution Tension: Dashboards showing "on track" but behavior signals delays
- →Knowledge Tension: Collaboration tools purchased but silos persist in action
- →Where tensions compete (dysfunction) vs. align (high performance)
Combine multiple sensors to reveal deeper patterns:
- →Belief vs. Behavior: Compare survey responses with observed collaboration patterns
- →Intent vs. Execution: Project plans vs. team engagement signals
- →Leadership vs. Reality: Communication patterns vs. information flow networks
- →Where multiple sensors agree reveals authentic organizational forces
Identify forces that drive actual outcomes:
- →Which organizational forces accelerate vs. constrain performance
- →Hidden attractors: behavioral patterns that pull teams toward specific outcomes
- →Momentum indicators: where change has velocity vs. where it's stalled
- →Signal strength: which behaviors predict success with statistical confidence
Separate meaningful patterns from organizational static:
- →Noise: Activity that looks productive but doesn't drive outcomes
- →Signal: Behavioral patterns that predict success, failure, or transformation
- →Early warning signals: where small behavioral shifts foreshadow major problems
- →Interference patterns: where competing initiatives cancel each other out
How Cross-Sensor Analysis Works
What People Say
Engagement surveys reveal beliefs, stated intentions, and perceived behaviors
One perspective
What People Do
Collaboration sensors reveal actual patterns, revealing gaps between belief and behavior
Cross-sensor signal
Ready for Early Adopters Today
What Works Today
- Full pipeline execution: Upload CSV → Results in ~7 minutes with complete behavioral archetype discovery
- Tension measurement: Innovation, Execution, Knowledge Flow signals extracted from communication and engagement data
- Cross-sensor analysis: Combine multiple sensors (e.g., survey + collaboration data) to reveal behavioral gaps and patterns
- Extensible sensor framework: Source-agnostic architecture ready for additional data sources
- Multi-tenant isolation: Privacy-first architecture with complete audit logging
Enterprise Features (Coming Weeks)
- Row-Level Security: Defense-in-depth isolation at database layer
- Multi-region deployment: GDPR-compliant data residency controls
- SOC 2 Type II certification: Formal compliance audit in progress
- Real-time streaming: Live tension monitoring and anomaly alerts
Why Join Now as a Design Partner
The platform is operational with Phase 5 multi-tenant architecture complete. Phase 6 enterprise hardening is in progress with clear milestones. This is your window to gain competitive advantage before general availability.
Business Impact
Reduced Waste
Stop investing in features nobody uses or workflows nobody follows
Faster Adoption
Target training and support where behavioral gaps exist, not everywhere
Smarter AI Spend
Invest in AI only for problems that can't be solved with better workflows