Support

Frequently Asked Questions

Find answers to common questions about our services, process, and how we work with clients.

General

What does Z Engineering do?

Z Engineering Works is a Navi Mumbai-based engineering and technology company that provides AI & machine learning solutions, custom software development, IoT systems, and hardware & solar engineering services. We help businesses modernise operations through intelligent, purpose-built technology.

Our registered office is at 303, Monarch Galaxy, Plot No. 503, Sector 36, Seawoods, Nerul West, Navi Mumbai – 400706, Maharashtra, India. We serve clients across India and the Middle East.

Z Engineering Works Private Limited was incorporated on 1 January 2016 under the Companies Act, 2013, with CIN U29253MH2016PTC271563.

We serve multiple industries including manufacturing, energy & utilities, logistics & supply chain, infrastructure & construction, healthcare & pharma, and agriculture & agritech. Our solutions are tailored to the specific compliance requirements and operational needs of each sector.

Services & Process

What is your typical project timeline?

Project timelines vary based on scope and complexity. A typical IoT sensor deployment might take 6–10 weeks. A custom software platform could take 3–6 months. AI/ML projects generally require 8–16 weeks including data preparation, model training, and testing. We provide a detailed timeline estimate during the discovery phase.

Yes. Every project includes a post-deployment support period. We also offer annual maintenance contracts (AMCs) covering system monitoring, bug fixes, performance optimisation, and feature enhancements. Our support terms are defined in each project agreement.

Absolutely. Most of our projects involve integrating with existing infrastructure — ERP systems, PLCs, SCADA, legacy databases, and third-party APIs. We conduct a thorough technical assessment during discovery to ensure seamless integration.

We take data security seriously. We implement industry-standard encryption, role-based access controls, secure deployment practices, and comprehensive audit logging. For projects involving sensitive data, we execute NDAs and can work with your IT security team to meet your specific compliance requirements.

Commercial

How do you price your services?

We use a combination of fixed-price and time-and-materials models depending on the project. Fixed-price is suitable for well-defined projects with clear requirements. Time-and-materials works better for exploratory or evolving engagements. We provide a detailed estimate after the discovery phase.

Standard payment terms are milestone-based: a portion upon contract signing, portions at key delivery milestones, and the balance upon final acceptance. Specific terms are negotiated per project and documented in the service agreement.

Yes, we work with clients in the Middle East and are set up for international engagements. We can invoice in multiple currencies and have experience navigating cross-border project delivery, including time-zone management and compliance with regional requirements.

Technology

What technology stack do you use?


Our stack varies by project, but commonly includes: Python, TensorFlow, and PyTorch for AI/ML; React, Node.js, and PostgreSQL for web platforms; MQTT, LoRaWAN, and edge computing for IoT; and Azure/AWS for cloud infrastructure. We choose technology based on the specific requirements of each project, not dogma.


Both. We design for the deployment model that best suits your requirements — cloud for scalability and cost-efficiency, on-premises for data sovereignty and ultra-low latency, or hybrid for the best of both. We have experience with Azure, AWS, and on-premises Kubernetes deployments.

Still Have Questions?

Our team is happy to discuss your specific requirements in detail.