How QistasChain Works
Turning honesty into measurable trust through AI, blockchain, and community verification
⚖️ The Core Formula
We measure two fundamental pillars of every business
القوي (Strength)
Measurable capability and operational performance
- Business scale and efficiency
- Operational reliability
- Delivery capability
الأمين (Trustworthiness)
Measurable honesty, ethical consistency, and transparency
- Financial honesty & accuracy
- Ethical conduct
- Transparency in operations
The QAI Formula
Each Index is scored 0–100 from verifiable digital evidence
🧾 What Data We Collect
Practical, verifiable data automatically collected for each business type
🏪 Vending Machine Operator
Strength Data
- • Daily transaction logs (uptime %)
- • Product restock intervals
- • Number of active machines
- • Breakdown frequency
Trust Data
- • POS vs. declared revenue consistency
- • Clean license verification
- • Refund/complaint ratio
- • Transparency in reporting
🌾 Farmer
Strength Data
- • Crop yield per hectare
- • Delivery reliability vs. contracts
- • Equipment maintenance logs
- • Weather and irrigation monitoring
Trust Data
- • Fair trade certifications
- • Pesticide disclosure accuracy
- • Payment punctuality to workers
- • Community cooperative feedback
🚗 Car Dealer
Strength Data
- • Monthly sales volume
- • Inventory turnover rate
- • Service center performance
- • Credit repayment rate
Trust Data
- • Vehicle records vs. receipts match
- • Customer complaint ratio
- • Warranty claim honesty
- • Transparent pricing practices
🔧 Plumber
Strength Data
- • Job completion rate
- • Response time to calls
- • Number of repeat customers
- • Service area coverage
Trust Data
- • Customer video testimonials
- • Fair pricing vs. market average
- • Work quality verification
- • Geolocation-verified service
📊 Real Scoring Examples
See how different businesses score on the QAI system
| Business Type | Strength (0-100) | Trust (0-100) | QAI Result | Insight |
|---|---|---|---|---|
| Vending Operator | 85 | 78 | 82.2 | ✅ Strong & trustworthy |
| Farmer | 70 | 90 | 78.0 | ✅ Highly trustworthy, moderate capacity |
| Car Dealer | 88 | 55 | 75.8 | ⚠️ Strong but lower transparency – monitor |
| Plumber | 82 | 92 | 86.0 | ✅ Exceptionally trustworthy & capable |
🧠 How We Automate Oversight
Real-time monitoring powered by AI and blockchain
Data Collection
Businesses connect via mobile or web forms, uploading documents or linking business APIs
- • Revenue data from POS/CRM
- • Legal compliance feeds
- • Community feedback portals
AI Analysis
Our AI engine processes data to calculate comprehensive scores
- • Strength metrics calculation
- • Trust consistency analysis
- • Anomaly detection
Live Dashboard
Real-time QAI scores with alerts for any irregularities
- • Live القوي الأمين Score
- • Reputation tracking
- • Risk alerts
🧩 Continuous Ethical Monitoring
Transparency Pulse
Frequency of voluntary updates and disclosures
Behavioral Consistency
Deviation between historical patterns and current data
Community Reputation
Real-time sentiment analysis from feedback
Ethical Risk Engine Recommendations:
🌍 Implementation Stack
Built with enterprise-grade technology
MVP Version
- Google Forms + Sheets for data collection
- Airtable/Retool for dashboards
- Zapier for automation
Full Platform
- QistasChain smart contract engine
- Automated escrow & investment release
- Blockchain-verified monitoring
🏁 Measuring القوي الأمين in Real Time
| Business Role | Strength Data | Trust Data | Continuous Evaluation |
|---|---|---|---|
| Vending Operator | POS + uptime | Sales honesty | Automated IoT dashboard |
| Farmer | Yield + logistics | Fair practice + cooperative data | IoT + feedback |
| Car Dealer | Sales + turnover | Complaints + pricing fairness | CRM + sentiment |
| Plumber | Job completion + response time | Video testimonials + pricing | GPS + timestamp verification |
Ready to See It in Action?
Become the guardian of trust — quantifying القوّة (ability to deliver) and الأمانة (integrity to do it rightly)