The Organizational Trust Quotient® is a research-grounded analytics framework that derives trust from the communication patterns your teams already produce — no surveys, no interviews, no workflow disruption.
"Trust is the operational variable most leaders manage by intuition, and the one their data has been quietly recording all along." — Dr. Vernon T. Cox
For decades, researchers treated organizational trust as a soft, unmeasurable quality — something leaders either had or didn't. The evidence now tells a different story. Trust is observable, structured, and reflected in the rhythms of how people communicate every day.
The Organizational Trust Quotient® reframes trust as a quantifiable outcome of communication architecture. By passively analyzing the metadata of meetings, messages, and emails — channel, duration, participation, tone — the OTQ produces a continuous, defensible signal of organizational health that connects directly to project delivery, retention, and service quality.
The result is a framework that turns the second currency of every organization into something a leader can finally see, track, and act on.
Every interaction inside an organization carries a trust signature. The Points Per Event scoring engine converts those interactions into a single, comparable measurement — without ever reading the contents of a private conversation.
Communication metadata flows from Microsoft Teams, Outlook, and Slack into a single normalized event table — using only tools the organization already pays for.
Each event is scored by its trust-building depth. Synchronous, multi-party, sustained interactions carry higher PPE — quantifying the architecture of how people actually work together.
A Naïve Bayes classifier trained on the resulting dataset identifies high-trust and at-risk teams, with feature importance ranking that points directly to where intervention will move the needle.
Base PPE values reflect the trust-building depth inherent in each communication channel.
From a focused proof-of-concept to a citywide deployment, every engagement is structured around evidence, privacy, and operational return.
A 90-day passive measurement of your team's communication architecture, producing a baseline OTQ profile and an at-risk team identification report.
A 120-day proof-of-concept engagement embedding a paid OTQ Organizational Analytics Intern in your department, supervised by Dr. Cox.
Ongoing OTQ tracking with quarterly recalibration, designed for organizations ready to manage trust as a steady-state operational variable.
Direct counsel for senior leaders translating OTQ findings into structural decisions — team design, communication policy, and culture strategy.
Every OTQ pilot follows the same evidence-tested cadence — structured to be predictable for finance, defensible to legal, and quietly invisible to staff.
Leadership alignment, data governance review with HR and Legal, employee privacy notification, Microsoft 365 admin configuration, and PPE scoring parameter sign-off. Nothing collects until the framework is signed.
Communication metadata flows quietly through the OTQ event table. Weekly data-quality checks and HR data integration run in the background. No employee-facing activity. Minimal disruption to existing workflow.
PPE scoring runs across the full 90-day dataset. The trust lexicon NLP layer is applied. The Naïve Bayes classifier is trained, evaluated, and feature-ranked to identify what is actually moving trust inside your organization.
Full leadership presentation, interactive per-team OTQ dashboard, prioritized intervention recommendations, and a publication-ready case study draft. The investment becomes a blueprint that can be repeated across every team.
Dr. Vernon T. Cox is the founder and Senior Quantum Project Manager at SanTed Quantum Scheduling (SQS), and the originator of the Organizational Trust Quotient® methodology. His work sits at the intersection of organizational research, applied data science, and public-sector innovation.
The OTQ framework — including the PPE scoring engine, the trust lexicon, and the interpretive model — is the product of years of synthesizing peer-reviewed trust research with hands-on quantitative project management. It exists to give serious leaders a serious instrument for the most important variable they manage.
Briefings are 30 minutes. They cover the framework, the privacy architecture, and the kind of return your specific environment is likely to see.
For organizations exploring a pilot engagement, an internship pilot, or executive advisory work — direct contact is welcome.