Trust Intelligence Framework

How Nexpert
Trust Works

AI evaluates. Signals verify. Trust evolves.

We don't rely on likes, follower counts, or momentary 5-star ratings. Our event-driven AI infrastructure analyzes real behavioral signals and validated outcomes over time to surface experts you can truly trust.

Explore Trusted Experts Apply as an Expert

N

Behavior Analyzed

Outcomes Verified

Consistency Confirmed

Trust Evolves

Continuous Intelligence

Our Trust Architecture

Autonomous event agents process signals 24/7 to mathematically update credibility scores.

1

Discover &
Onboard

Identity verification, credential checks, and syllabus review.

2

Signal
Collection

Behavioral events tracked across completed sessions and milestone outcomes.

3

AI
Analysis

LLM evaluates 4 core dimensions: Structure, Outcome, Boundary, Consistency.

4

EMA
Aggregation

Exponential Moving Average (α=0.3) weights recent performance with 90-day decay.

5

Tier
Promotion

Automatic assignment into 5 verified bands from Emerging to Sovereign.

6

You Get
Verified Results

Learners find the exact right mentor tailored to real goal outcomes.

Signals We Analyze

Real behaviors. Verified outcomes. Zero artificial inflation.

Session completion rate

Verified outcome achievement

Repeat learner retention

Milestone assignment success

Learner feedback quality

Punctuality & boundary fidelity

Communication responsiveness

No-show & cancellation penalties

Longitudinal score stability

Identity & KYC verified status

Read Full Methodology Paper →

4-Dimension Weighting

Continuous calculation via exponential moving average.

Trust Score 92.4 Sovereign

Outcome Achievement

30%

Consistency Stability

25%

Structure & Pedagogy

25%

Boundary & Ethics

20%

Decay Formula: 90-day exponential half-life View Formula →

Live Profile Telemetry

Example: Trust in Action

Live 90-Day Telemetry

Arjun Mehta

Verified Expert

Software & Distributed Systems Architect

Available for booking

Verified Credibility Highlights

✓ Consistent high-outcome sessions across 14+ active months

✓ 89% repeat learner rate — highest quintile in Domain

✓ 99.4% punctuality & zero unauthorized session cancellations

✓ Published 6 verified workflow curricula with milestone tracking

Trust Score

92.4

Sovereign

Stability

94%

Variance low

Retention

89%

Repeat booked

Confidence

98%

High sample

Historical EMA Curve (Last 6 Months)

+14.2 pts growth

For Learners

Find trusted experts based on validated outcome histories.

Find Trusted Experts →

For Experts

Build an un-gameable, verified reputation that compounds over time.

Apply as an Expert →

For Enterprise

Audit external coaching quality and eliminate bad consulting spend.

Enterprise Solutions →

How Nexpert Trust Works