Vigil Intel: a live multi-model AI risk platform, built and operated by Limitls AI.

This case study is solely owned, built, and operated by Limitls AI.

Situation

Institutional investors in the GCC required structured geopolitical risk intelligence for MENA markets, delivered rapidly and with analyst-level quality. No existing product met these needs at an appropriate price.

Mandate

Build and operate a production SaaS platform that integrates multi-model AI (classification, scoring, verification, brief generation, forensic auditing, prediction) to deliver structured intelligence briefs on demand, with Stripe billing and a comprehensive subscriber experience.

What was built

Vigil Intel launched at vigil-intel.com. The technology stack includes Next.js 14, TypeScript, Supabase, Anthropic, OpenAI, Gemini, Stripe, and Vercel. Pricing tiers are Basic, Pro (AED 2,900/month), and Elite (AED 5,900/month). Key features include a multi-model brief pipeline, geopolitical risk scoring, Predictive Signals (Elite), email delivery, and subscriber management.

What this proves

Your advisor is more than a consultant; he builds and deploys AI systems in production, manages billing, resolves technical issues under pressure, and iterates weekly. Limitls AI bridges the gap between advising on AI and delivering operational solutions for clients.