The Journey from Research
to Enterprise Platform
Five years of research into organizational physics. Multi-tenant platform operational today. Enterprise hardening: weeks not months to GA. Built in public, with full transparency.
Discovery Phase
Identified organizational physics framework. Developed tensor analysis methods. Built core pipeline for behavioral archetype discovery. Validated signal detection against organizational noise.
Phase 5: Operational Beta
Multi-tenant SaaS architecture complete. Privacy-first Data Access Layer enforces tenant isolation. Cloud-native pipeline operational. Full audit logging. Role-based access control with 5 roles and 18 permissions.
Phase 6: Enterprise Hardening
Row-Level Security. Multi-region data residency. SOC 2 Type II certification prep. Penetration testing. Security documentation and compliance verification.
Enterprise GA
General availability with full enterprise compliance stack. Advanced features: real-time streaming analytics, ML-powered anomaly detection, custom sensor development kit, white-label embedded analytics.
Weeks, Not Quarters: How?
Traditional Development
- •Requirements gathering: 2-3 weeks
- •Architecture design: 2-4 weeks
- •Implementation: 8-12 weeks
- •Testing & QA: 2-4 weeks
- •Documentation: 1-2 weeks
Total: 15-25 weeks (4-6 months)
Our Approach
- ✓Architecture designed Phase 1-6 (2021-2025)
- →RLS policies: designed, benchmark, deploy (1-2 weeks)
- →Multi-region: provision, route, verify (1-2 weeks)
- →SOC 2 prep: document, audit, certify (1 week)
- →Pen test: scope, execute, remediate (1-2 weeks)
Total: weeks not months to GA
We spent 5 years thinking through organizational physics and architectural constraints. Phase 6 executes a pre-designed plan—implementation velocity enabled by upfront research depth.
Detailed Roadmap
Storage Decoupling
- ✓ Cloudflare R2 adapter for cloud-native storage
- ✓ Job tracking and artifact registry in PostgreSQL
- ✓ Glass Box architecture with full pipeline visibility
Serverless Compute
- ✓ Modal integration for calibration workloads
- ✓ Parallel evaluation with genetic algorithms
- ✓ Webhook-based result delivery
Multi-Tenant SaaS
- ✓ Account hierarchy with tenant isolation
- ✓ Privacy-first Data Access Layer (326 lines)
- ✓ JWT-based authentication with accountId scoping
- ✓ Feature entitlements and role-based access
UI Integration
- ✓ Pipeline runner with upload and results
- ✓ Job dashboard with filtering and pagination
- ✓ Calibration dashboard with phase tracking
- ✓ Audit log viewer with search and filtering
Row-Level Security
PostgreSQL RLS policies for defense-in-depth isolation. Database-level enforcement independent of application logic.
- → Policy design complete
- → Performance benchmarking scheduled
- → Migration strategy documented
Multi-Region Data Residency
Geographic database partitioning for GDPR Article 44+ compliance. EU data stays in EU-West, US data in US-East.
- → Infrastructure evaluation complete
- → Regional provisioning scheduled
- → Routing logic designed
SOC 2 Type II Certification
Formal audit and certification prep for enterprise compliance requirements.
- → Control framework designed
- → Audit partner evaluation in progress
- → Documentation templates ready
Security Hardening
Penetration testing, vulnerability assessment, and security documentation.
- → Penetration test vendor selection
- → Threat modeling complete
- → Security runbook in development
Real-Time Analytics
Streaming signal detection with WebSocket updates. Live tension monitoring as organizational behavior shifts.
ML-Powered Anomaly Detection
Automated identification of behavioral anomalies. Early warning system for organizational dysfunction.
Custom Sensor SDK
Developer toolkit for creating domain-specific sensors. Source-agnostic architecture enables integration with any data platform—extend to industry verticals and proprietary systems.
Embedded Analytics
White-label components for integrating TensoryX insights into existing products and dashboards.
The Architect Behind the Platform
Tony Strows
Founder & Organizational Intelligence Architect
Eindhoven, Netherlands
Twenty years uncovering a truth: org charts don't show how work actually happens. From Fortune 500 consulting to 8 years building businesses, I learned that real performance lives in the invisible network—the tensions, signals, and forces that shape behavior.
TensoryX is the synthesis of this journey: 5 years of research into organizational physics, architected with AI from day one. Not theory—practitioner knowledge from diagnosing dysfunction in dozens of enterprises, now codified into a platform that makes the informal organization visible and measurable.
Background
Philips (2016+), Wipro Consulting, Entrepreneur
Expertise
Network Science, HR Transformation, Analytics
Contact
tony.strows@tensoryx.ioSolo founder building with AI. This is what organizational intelligence looks like when the architect practices what the platform measures.
The Design Partner Window
We're operational today with Phase 5 complete, building Phase 6 in public. This is your opportunity to shape organizational intelligence before enterprise GA.
Your requirements drive Phase 6+ features. Direct access to engineering team.
Founding partner rates secured for 2 years. Significant discount vs. GA pricing.
Deploy organizational physics before competitors. Early advantage in transformation intelligence.