Legal Notice: TheTrustDimension is an experimental site owned and operated by isAI Tech Ltd. © 2026 isAI Tech Ltd. All rights reserved. All results are indicative.

In a world of AI and Efficiency,
Trust is the human factor…

Trust is more important to people than Efficiency. Organisations that focus on AI efficiencies risk compromising trust with customers and employees.

Think Trust first. Think Efficiency second.

Thesis (Medium Form): Organisations Are Powered by Trust Networks

The search for efficiency is currently the main idea behind enterprise AI. Companies are seeking to outcompete each other through cost reduction.

They take human trust for granted.

This may be fine for factories, but it’s the wrong way of approaching human-facing AI.

Think of every company, every government agency, every university, every society… as a trust network. People transact with the organisation based on specific trust parameters.

You pay with Visa because you trust it to complete the transaction. You order an Über because you trust it to arrive. You vote for the politicians you trust to deliver.

Organisations are powered by trust networks.

Any transformation based purely on efficiency, risks missing the trust dimensions that drive the organisation.

The Trust Network Principle
💳
Visa You pay with Visa because you trust it to complete the transaction.
🚗
Über You order an Über because you trust it to arrive.
🗳️
Democracy & Governance You vote for the politicians you trust to deliver.
✈️
Low-Price Airline Customers must trust the schedule, market prices, and physical safety.

The 9 Core Trust Dimensions

TTD uses AI (you guessed it!) to create indicative trust dimensions of your company, or organisation. We use AI for this, because there’s a huge amount of trust data out there… for any public company or government agency. We identify and weight the trust dimensions. Here are the main dimensions that we use:

Dimension 01
1. Customer beliefs, brand
What aspects of the brand need to be trusted for it to succeed?
Dimension 02
2. Customer transactional
What do customers need to trust in order to transact?
Dimension 03
3. Employee beliefs
What do existing employees need to trust to perform well?
Dimension 04
4. Employee transactional
What do employees need to trust at the transactional level? This might include getting paid on time, getting paid at a market rate, getting promoted.
Dimension 05
5. Talent supply beliefs
What do people need to trust to even consider working for the company?
Dimension 06
6. Talent supply transactional
What do candidates need to trust to bother applying or committing to a recruitment process?
Dimension 07
7. Supply chain beliefs
What do suppliers need to trust to work well with the buying organisation?
Dimension 08
8. Supply chain transactional
What do suppliers need to trust to transact?
Dimension 09
9. Trust criticality
Is the organisation working in a high-trust area? Examples include the nuclear industry, medicine, pharma, defence.

This is a list of trust dimensions. We may use others.

Run Your Own Trust Analysis on Any Public Website

As an illustration of how TheTrustDimension works, you can run your own analysis of any public website, to look for active trust dimensions.
Give it a go. It’s an illustration, drawing on a large amount of public data.
Just enter a URL in the box below. Our Trust Analysis Engine will do the work. We’ll look at any trust gaps between how the company positions itself and how customers perceive it.

Quick Presets:
Deep Multi-Platform Trust Intelligence Scanning

Executing comprehensive analysis across verified independent trust sources...

0% Completed
1. Crawling root architecture & extracting on-site advertised claims
2. Deep-scanning 8 independent review forums (Trustpilot, Skytrax, Glassdoor, Reddit, TripAdvisor, Google Reviews)
3. Mining 2,800+ qualitative customer reviews & clustering negative trust signals (~485,000 words)
4. Evaluating foundational trust elements required for business success vs marketing claims
5. Weighting 9 Core Trust Dimensions & compiling Executive Discussion Agenda
Industry

Organisation Name

Summary

72
Overall Trust Index
68%
Marketing vs Reality Alignment
📊 Multi-Source Corpus & Data Volume Analyzed
Audited volume across public DOM extraction and independent review forum ecosystems
486,250
Words Mined & Vectorized
2,840+
Verified Reviews & Touchpoints
8 Ecosystems
Independent Trust Sources
58%
Identified Trust Friction Signals
🎯 Key Elements of Trust Necessary for Business Success
Derived from independent review forums (e.g. Trustpilot, Skytrax, TripAdvisor, Reddit) rather than on-site marketing claims. What must this business reliably deliver in order to maintain its trust network and succeed?
⚡ Discrepancy Matrix: On-Site Marketing Claims vs Review Forum Reality
Advertised Marketing Claims (Website Claims)

"Guaranteed lowest prices, punctual flights, effortless booking."

Operational Reality (Independent Forums)

"Customer trust is won or lost on gate baggage surcharges, punctuality, and refund access during cancellations."

🚨 Highlight Disconnect (Evidence-Grounded):
🧠 Analytical Reasoning:
Strategic Realignment Insight
The 9 Trust Dimensions Matrix

Executive Dimension Scorecard

Comprehensive analysis across all 9 trust dimensions

Dimension Score Weight Applicability Action
📄

Would you like a PDF copy of the report?

Enter your email below to receive an executive vector PDF brief formatted for leadership reviews.

Post-Analysis: Our Humans in the Loop Discussion Guide
“Trust is a human – not a machine – characteristic. The AI-based trust analysis forms the basis of a discussion. Important in its own right, it can then be used as the basis for guiding AI implementations.”
Notice & Legal Ownership: TheTrustDimension is an experimental site owned and operated by isAI Tech Ltd. © 2026 isAI Tech Ltd. All rights reserved. All results are indicative.

Multi-Modal Data Ingestion Route

The public website crawler is open to all. The multi-modal data ingestion route is placed behind a login for registered subscribers and enterprise accounts.

🔒

Login Required for Multi-Modal Ingestion

Sign in using your Google or LinkedIn ID to unlock Level 2 ingestion of complaints data, filings, audio call centre transcripts, and internal metrics.

Going Deeper: Trust Levels 2 & 3

Level 1 · Public Exploration

The public Trust Analysis Engine you see on this site, uses publicly available information. It’s a great way to look at trust gaps – differences in how a company describes itself versus how it’s perceived.

Level 2 · Multi-Modal Ingestion

We have a second version that takes multi-modal inputs – any form of media you like – to build up a deep picture of the trust dimensions of your company. For example, we can ingest complaints data, filings, call centre conversations… anything that you have permission to use. That’s Level 2. You’ll need a subscription for it, but again it’s self-service.

Level 3 · Strategy & Decision Scenarios

Level 3 looks at trust-preserving and trust-enhancing strategies. This is facilitated by a TTD consultant, who will guide you through the process, and run multiple decision scenarios to assess their impact on your company’s trust dimensions.

I want to learn more about Trust Analysis and AI Strategy

Connect with a TTD consultant to evaluate your organization's trust network, run decision scenarios, and build a trust-first AI strategy.

Alt Uses

AI strategy is just one use of TTD.

Other uses include: brand strategy, PR, marketing, product development, customer communication… anything where trust enters the equation.

We think that’s pretty much everything.

Disclaimer: TheTrustDimension is an experimental site owned and operated by isAI Tech Ltd. © 2026 isAI Tech Ltd. All rights reserved. All results are indicative.