that scour sources, reason over complex data, and deliver decision-ready briefs—so your analysts can focus on what matters most: making decisions.
Selected work / 01 — 03
Research tools and working products.
From the model decision to the daily workflow.
An earnings call, sixteen questions, and a probability behind every answer.
Select a recent MarketBeat transcript or paste your own. Jev assesses demand, cash quality, guidance, and management accountability. The interface exposes uncertainty alongside measured latency and cost.
Cloudflare Workers / OpenRouter / Jev
From an open question to a report you can trace back to its sources.
A modular framework where agents plan, search, scrape, rank, and synthesize cited research. Built so teams can adapt it to new domains without rewriting the core.
FastAPI / Pydantic-AI / Next.js
One place to run the school, from registration to the last tuition payment.
Contract-built software for registrations, payments, attendance, academics, and notifications. Developed around the school's daily work and now piloting before wider licensing.
Django / React / TanStack Router / PostgreSQL
“They are strong communicators, focusing hard on our needs, and delivering top quality work with an impressive turnaround time.”
Embedded with leadership teams to build bespoke agentic research platforms that elevate decision velocity and confidence.
Multi-School Management Software
Schools & enrollment cycles manageable in one system
Automated registration and fee tracking
Complete visibility into school operations
Research across multiple industry databases and websites
Automated contact extraction and team identification
Industry analysis scoped by geographic markets
Full working demonstration for investor pitching
Intuitive interface for specific nursing requests
More detailed than traditional call-bell systems
"Before we began working with Luminary on the Maktab software, our school management and registration process were in disarray. We were losing thousands of dollars per year chasing down registration fees. Working with Luminary has been a great experience from start to finish. They are strong communicators, focusing hard on our needs, and delivering top quality work with an impressive turnaround time."
Albab A.President, Darul Islah
"A sophisticated system for discovering high-value business opportunities through intelligent research and executive contact extraction."
Demo ProjectDeep Research System
"Abdullah from Luminary AI blew me away with his helpfulness and depth of expertise in AI systems and applications. I've worked with him on two projects now, Moodi, an AI powered patient care app, and my latest MVP, Forward Care. Throughout the process he was timely, knowledgeable, and helped me navigate the complex AI ecosystem excellently."
Housam T.Founder & CEO, Forward Care Health
We believe great AI solutions begin with listening. Every business has unique challenges, and we build bespoke agentic systems tailored to your specific workflows, goals, and constraints—not off-the-shelf platforms.
A comprehensive process designed to transform your research capabilities
Deep dive into your challenges and objectives
Current capabilities and emerging technologies
Technical viability and resource requirements
Comprehensive architecture and implementation plan
