AI you can actually ship We don’t just consult — we build

We architect, build, and deliver practical AI solutions — from enterprise chatbots with data-privacy to predictive analytics and GPU-accelerated simulations in cloud-native platforms. Led by Umer Qureshi, Master of Management in Artificial Intelligence.

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Cross-Sector Expertise

$5.5M

Infrastructure Savings Influenced

GPU

CUDA Accelerated Simulations

Experience with Leading Enterprises

Services

Operational AI systems, cloud infrastructure, and applied research — strategy to delivery.

Operational AI Systems

Internal tools, dashboards, workflow automation, and decision support systems for real business operations.

CapabilityInternal dashboards, workflow automation, decision support

Cloud & Data Engineering

Cloud architecture, APIs, data pipelines, and deployment foundations.

CapabilityAzure, AWS, GCP, data pipelines

Risk Modeling & Simulation

Simulation systems for stress testing, synthetic data, and decision modeling.

CapabilityAgent based modeling, synthetic data, GPU acceleration

AI Governance & Advisory

Governance frameworks, human-in-the-loop design, and audit-ready deployments. Planning built for regulatory scrutiny.

CapabilityGovernance frameworks, oversight design, delivery roadmaps

What We’re Building

Active client systems and selected in house products across AI, data, operations, and growth.

Municipal Operations AI Proactive enforcement, service response, inspection triage, case intelligence, and synthetic workload stress testing for a major city in the Greater Toronto Area.

Financial Services AI Data security, cloud architecture, regulatory and ethical compliance, BI automation, and a privacy focused underwriting chatbot supporting mortgage workflows and National Housing Act requirements.

Retail Operations AI Shopify and POS systems, customer targeting, inventory and supply chain intelligence, scheduling, work orders, and operational workflows for an established dive retailer and training operator in Richmond Hill, Ontario.

Digital Growth Systems Ad strategy, Google Ads optimization, conversion tracking, and analytics to reduce cost per click and maximize qualified leads.

In-House Product

BrokerOps

Mortgage document intake and submission platform using NLP and AI to process broker documentation, extract structured data, and automate lender submission.

Visit brokerops.ca →

Featured Work

Selected delivery across financial services, media, and aerospace.

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RBC Corporate Treasury 2025

AI Cyber-Liquidity Risk Simulation

GPU-accelerated agent-based simulations modeling depositor behavior under cyber-attack scenarios.

IBM / Bell Media 2022–2023

Cloud Data Platform Migration

Consolidated 8+ media data sources into GCP, influencing ~$5.5M in infrastructure savings.

Bombardier Aerospace 2013–2016

Aircraft Maintenance Data

Improved global fleet reliability data quality by ~50%, enhancing dispatch insights.

Research

Applied AI research for financial risk and operational resilience.

Built a simulation model to study how cyber incidents could affect depositor behaviour, cash flow, and liquidity risk in financial institutions. Currently under review with the Journal of Computational Economics.

About

A boutique AI consulting & development studio.

We bridge business and engineering to deliver production-ready AI. Security-minded, compliance-aware, and pragmatic by design. Led by Umer Qureshi — MMAI, Queen’s University.

More about Neural Forge →

How Engagements Work

From first assessment to production support.

Assess

We review the business problem, data, systems, constraints, and expected value.

Plan

We define the architecture, delivery path, timeline, risks, and support model.

Build

We develop the system in working increments with regular check ins and demos.

Operate

We launch, monitor, maintain, and improve the system through ongoing support.

Let's Forge Your Solution

Skip the PowerPoint. We build production-ready AI that actually ships.

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