How Africa AI Decides

Transparency about our decision-making process, what data we use, what we never use, and how we protect your privacy.

What Data We Use

Your Trip Context

• Destination cities and travel dates you share
• Your budget and travel style preferences
• Real-time flight/transit/accommodation prices
• Public city data (connectivity, costs, safety)

Your Outcomes

• Whether you followed a recommendation
• Whether you were satisfied with the outcome
• How long recommendations took to execute
• This data improves our recommendations (with your consent)

What We Never Use

Your political views or beliefs

Your religious or cultural background

Your health data or medical history

Your financial history or credit score

Your social connections or relationships

Location data from your device

Your browsing history outside Africa AI

Biometric or facial recognition data

Why Recommendations Appear

Our Decision Process

1. We analyze your context

What you told us about your trip, combined with public city data.

2. We evaluate options

Real prices, availability, and how well they match your needs.

3. We measure confidence

Based on recent traveler outcomes and city intelligence trends.

4. We show one recommendation

If we're confident. If not confident, we show nothing.

5. We explain why

You always see the reason and our confidence level.

How We Protect Your Privacy

Differential Privacy

Individual data is aggregated with at least 100 other people before we use it. You can't be singled out.

No Tracking

We never track you across the internet or build profiles on you outside Africa AI.

Data Minimization

We only keep data as long as needed. Sensitive data expires after 90 days.

Encryption

All data in transit and at rest is encrypted. Your data cannot be read by anyone.

Our Governance Commitments

Constitutional Enforcement

Every recommendation passes through our Master AI Constitution. We enforce 12 ethical constraints in real-time. If a recommendation violates trust, safety, or privacy — it's blocked automatically.

Independent Audits

We undergo regular third-party audits of our privacy practices and AI decision-making. Results are published annually.

Public Transparency Reports

Every month we publish our decision statistics: how many recommendations were made, how many were blocked for safety, what privacy incidents occurred (if any).

Our Trust Principles

Trust Greater Than Revenue

If helping you and making money conflict, we choose you.

Privacy by Design

Privacy is not added at the end. It's built into every decision from the start.

Explainability Always

You always know why we recommended something, and our confidence level.

Your Data, Your Choice

You own your data. You can request it, delete it, or move it at any time.

Still Have Questions?

We take trust seriously. If you have questions about how we make decisions, what data we use, or how we protect your privacy, reach out.