# Nezam AI

> International AI firm that designs, builds, and operates the AI systems behind modern businesses. Offices in Toronto, Cairo, and Dubai.

Nezam — نظام, Arabic for "the system" — designs, builds, and operates production AI for property managers, brokerages, and professional-services teams. We don't run pilots or produce decks; we ship software that runs on a Tuesday morning without us in the room.

Website: https://www.nezamai.com
Contact: aheshmat@nezamai.com
Locations: Toronto (HQ) · Cairo (Operations) · Dubai (Client Delivery)

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## What we do

Three engagements:

- **Audit (2 weeks)** — End-to-end operational mapping. Every process, every handoff, every place a human is doing work a machine could do better. Deliverables: operations map, opportunity matrix, prioritized 12-month roadmap, estimated ROI per initiative.
- **Build (4–10 weeks)** — Custom AI systems implemented end-to-end. Designed to ship in weeks, scale, and survive contact with reality. Weekly demos against fixed scope. Documented handoff in plain language.
- **Operate (Ongoing)** — Monthly retainer. We maintain what we built, refine it as your business evolves, and ship new automations on a steady cadence. Direct line to engineers, not a ticket queue.

Plus a free **Discovery Call (30 min)** — no deck, no pitch, honest scoping, next steps within 48h.

## Process

1. **Discovery — 30 min.** We learn your business, bottlenecks, and what you've already tried.
2. **Audit — 2 weeks.** Map operations, deliver prioritized roadmap with hard numbers attached.
3. **Build — 4–10 weeks.** Design, ship, harden the systems. Weekly demos, fixed scope, documented architecture.
4. **Operate — Ongoing.** Monthly maintenance, refinement, and new automations.

What it feels like: weekly demos, fixed scope, documented handoff, honest scoping, global delivery across three time zones, architecture you'll keep.

## Voice agents

Two AI voice agents, live in production 24/7:

- **Lina** handles property-management calls.
- **Maya** runs brokerage intake — qualifying buyers, sellers, tenants, and landlords, and writing them straight into the CRM.

They answer every inbound call, understand what the caller needs, and either route it to the right person or write it into your CRM — by the rules you set. Real numbers at current volume: ~600 calls answered a month, 0 missed (picked up on the first ring), 27% arriving after hours or on the weekend, and 7 in 10 brokerage calls leaving a routable lead. Not a black box: every call is logged, every rule is yours, and you see what was said, what was decided, and why. The agents connect to the tools you already run — Follow Up Boss, Slack, AppFolio, Zoho, HubSpot, Salesforce, and more.

## Principles

1. **Software over slides.** Most "AI transformation" produces decks. We produce systems running in production.
2. **Owned by the client.** Every system belongs to the client on day one. Source code, credentials, documentation. No vendor lock-in.
3. **Plain language.** If a system can't be explained to your operations lead in two paragraphs, it shouldn't be running your business.
4. **Steady cadence.** AI gets better every quarter; your systems should too. Monthly improvement cycle on every engagement.

## Team

- **Ahmed Heshmat** — Co-founder, Strategy & Delivery. Toronto / Cairo. Background in property operations and growth. Runs client engagements end-to-end. aheshmat@nezamai.com
- **Hussein Abu-Aita** — Co-founder, Engineering & Systems. Cairo / Dubai. Years of full-stack and AI-systems experience. Architects every technical build. hussein@nezamai.com

## Selected work

- **Property management ops (North America, 800+ units)** — 70% reduction in routine response time.
- **Real estate brokerage (North America, 40 agents)** — 25 hours/week saved across the team.
- **Professional services firm (Europe)** — Document intake automation: from three days to three minutes.
- **Internal AVM (confidential)** — Proprietary valuation model in production.

Detailed case studies shared under NDA on request during a discovery call.

## Stats

- 12+ systems in production
- 2,400+ hours saved per month across clients
- 4 weeks typical time-to-ship
- 100% client retention

## Industries we serve

Property management, real-estate brokerages, professional-services firms (legal, accounting, consulting). MENA, North America, and Europe coverage.

## Blog / Field notes

- **Why most AI pilots die after the demo** (/blog/why-most-ai-pilots-die-after-the-demo) — Four pre-conditions separate AI pilots that ship from pilots that quietly die. The deliverable is the system, not the model: humans, dashboard, rollback path, documentation, operating rhythm included.
- **The audit-build-operate model** (/blog/audit-build-operate-model) — Three engagements with hard edges: 2-week fixed-price audit, 4–10 week fixed-scope build, ongoing operate retainer with a 30-day exit clause. Weekly demos against real data. Client owns source, prompts, credentials on day one.
- **Make.com vs n8n vs custom Claude: when to use what** (/blog/make-vs-n8n-vs-custom-claude) — A sequential decision rule from someone who's shipped all three. Make for low-stakes single-team workflows; n8n self-hosted when data residency matters; custom Claude (FastAPI + Anthropic SDK + Postgres) when the model is doing real reasoning.
- **22-unit property manager: 18 hours back, every week** (/blog/22-unit-property-manager-cuts-18-hours) — A four-week build for a small Toronto property management operation. ~18 hours/week recovered across intake, maintenance triage, lease renewals, and owner reporting. Recovered time used to acquire two more buildings — not to lay off staff.
- **Why we named the company "the system"** (/blog/why-we-named-the-company-the-system) — Nezam is Arabic for order and arrangement. A note on naming the company after the discipline of deployment, not after a technology that will be obsolete in eighteen months. Three commitments: deployment-as-discipline, inspectable systems, and refusing headcount-reduction projects.
- **The five questions every audit answers** (/blog/five-questions-every-audit-answers) — Where is the time going? Where is the money going? What is fragile? What is repeatable? What is the next dollar worth automating? Asked in that order, they are the entire audit. The hidden value is that the operator finally sees their own operation with hard numbers attached.

## Contact

- Email: aheshmat@nezamai.com
- Book a call: https://www.nezamai.com/book
- Reply time: within one business day

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## Pages

- [Home](https://www.nezamai.com/)
- [Services](https://www.nezamai.com/services)
- [Voice agents](https://www.nezamai.com/voice-agents)
- [Process](https://www.nezamai.com/process)
- [Work](https://www.nezamai.com/work)
- [About](https://www.nezamai.com/about)
- [Blog](https://www.nezamai.com/blog)
- [Contact](https://www.nezamai.com/contact)
- [Book a call](https://www.nezamai.com/book)

## Per-page markdown

- [/content/home.md](https://www.nezamai.com/content/home.md)
- [/content/services.md](https://www.nezamai.com/content/services.md)
- [/content/process.md](https://www.nezamai.com/content/process.md)
- [/content/work.md](https://www.nezamai.com/content/work.md)
- [/content/about.md](https://www.nezamai.com/content/about.md)
- [/content/contact.md](https://www.nezamai.com/content/contact.md)