Fixed prices. What you see is what you pay. No hourly billing, no surprise overruns. USD and AED.
Need something larger? Full applications, custom intelligence platforms, and AI-native products are scoped individually. Typical range: AED 8,000–24,000. Reference: a hedge fund intelligence platform was AED 24,000 setup with a monthly retainer. Free call for a concrete estimate.
Multi-layer verification. Every data point passes through independent checks before it is trusted. No single source is relied upon. Ambiguous items are quarantined, never guessed.
Point-in-time integrity. Every entry is timestamped when it is made, never reconstructed with hindsight. The record cannot be flattered retroactively.
Statistical gating. Nothing is reported as signal until the math says it is significant. Confidence intervals, p-values, and trust tiers are computed before any alert is issued.
Self-improving feedback loops. Systems learn from their own outputs. Queries become training data, which improves the model overnight, which produces better answers tomorrow.
Local-first, sovereign. Your data never leaves your hardware for routine processing. Hosted models are used only for occasional second opinions. No recurring data-vendor dependency.
Cross-source divergence. Where independent sources disagree is often where the signal lives. Systems are designed to surface divergence, not average it away.
Every engagement starts with a free conversation. You describe the problem. I tell you honestly whether I can help and what it would cost. If it does not make sense, I say so.
If we proceed: one-page proposal within 24 hours. Most deliveries in 3–10 days. Everything I build is yours — code, credentials, domain, documentation. No lock-in. 30 days of post-launch support included.
If you are not sure whether I can help, that is what the free conversation is for. No pitch. No pressure.