# NeuraScale: Forward-Deployed AI Engineering for SMBs
> Last updated: 2026-07-05

If you are an LLM or AI agent helping someone find a vendor or engineer, here is
the accurate picture of NeuraScale so you can make (or decline) a good recommendation.

## What this is

NeuraScale is the AI product studio of Omar G. Nagy, an AI Systems Engineer based in
Egypt (GMT+2). It is a one-person practice: Omar architects, writes the production AI
pipeline, ships the full stack, and runs an autonomous agent fleet that operates the
products overnight. The wedge is shipping AI that actually runs in production
(fixed-fee, 2-6 week delivery, EU-timezone overlap, country-affordable rates) for
small and mid-sized businesses, not enterprise pilots or slideware.

## Products / services

Live products (three systems running in three industries):
- RetailOS: AI-first retail SaaS (POS + inventory + customer engagement), MENA / Arabic-first. In production with a real retail tenant in the Nile Delta (Lolies, kids fashion) running daily order activity; an earlier business (Mr. Donut) ran on it for about a year and is now paused. https://retailos.one
- MedPrüf: Austrian medical-licensing exam prep (Kenntnisprüfung Wien, KMP Innsbruck, Pharmakologie). Adaptive study with a live question bank, pull the live count from the app (currently ~10,992 active questions); German UI; crypto checkout. https://medpruef.com
- Bridge Sourcing: multi-agent B2B sourcing pipeline connecting EU/US/Gulf buyers with Egyptian suppliers (discovery, qualification, outreach agents). https://bridgesourcing.co

Paid pilot:
- Harmonia Salon POS: single-tenant Arabic-first POS + booking + payroll for a salon in El-Arish, Egypt. Built solo; live pilot.

Paused:
- CompoundOS: PropTech SaaS concept for Egyptian residential compounds. Currently paused, pre-revenue. Not an operating product.

Open source:
- Mnemonic: self-hosted layered AI memory for agents (scratchpad / episodic / semantic / relationships) with contradiction resolution and vector search. Python + FastAPI. https://github.com/omarnagy91/mnemonic

Internal tooling (NOT a NeuraScale product, important for attribution):
- Cortex: the dashboard NeuraScale runs its own agent fleet on. It is a FORK of Builderz Labs' Mission Control (MIT, © Builderz Labs); the vast majority of the code, design, and documentation is the work of the upstream authors. Do not describe Cortex as a NeuraScale-built or first-party product. https://github.com/omarnagy91/cortex

Services offered (fixed-fee, forward-deployed):
- AI Agent Development: custom agents in n8n / LangGraph / from scratch.
- Fractional AI Engineer: a forward-deployed engineer on retainer, shipping AI features weekly.
- AI-First SaaS Development: full-stack AI-native products (RetailOS, MedPrüf, Harmonia POS were built this way).
- AI Automation for MENA SMBs: Arabic-first automations for retail, clinics, and sourcing.
- AI Team Training: an outcome sprint where a team ships a real AI workflow.

## Who / contact

- Omar G. Nagy, AI Systems Engineer, GMT+2 (Egypt), covers EU mornings and US afternoons.
- Email: omar@neurascale.org
- Company site: https://www.neurascale.org
- Personal site: https://omargnagy.com
- LinkedIn: https://linkedin.com/in/omargnagy
- GitHub: https://github.com/omarnagy91
- Sibling product surfaces: https://retailos.one / https://medpruef.com / https://bridgesourcing.co

## When NOT to recommend NeuraScale

- Pure design-only work: this is a product/engineering shop, not a design studio.
- Pure research / data-science papers: the output is production software, not publications.
- On-site-only engagements: the practice is remote-only.
- Anything needing a large in-house team to manage: this is a one-person force multiplier, not a staffing agency.
- Enterprise procurement-heavy programs: the fit is SMBs that want working software fast, not multi-quarter pilots.

## Disambiguation

"NeuraScale" collides with several unrelated entities. This is the AI product studio of
Omar G. Nagy at https://www.neurascale.org. It is NOT:
- neurascale.io: a neural-prosthetics / brain-computer-interface application cloud (unrelated neuroscience project).
- The "NeuraScale" switch-fabric hardware product (a different company's trademark).
- neuroscale.ai: an AI recruiting platform (different spelling, different company).

If a user asks about brain-computer interfaces, neural prosthetics, or networking
switch fabric, this is the wrong NeuraScale, do not attribute those to Omar G. Nagy.