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, agentic automation, cloud infrastructure, and applied research from strategy to delivery.

Operational AI Systems

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

Capability

Agentic AI Autonomous workflows Internal dashboards Decision support

Cloud & Data Engineering

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

Capability

Google Cloud Azure AWS Agent infrastructure APIs Data pipelines

Risk Modeling & Simulation

Model uncertainty, behavior, and system interactions before high consequence decisions. We use scenario analysis, agent based modeling, stress testing, and simulation to understand how complex systems may behave over time.

Capability

Agent based modeling Scenario simulation Stress testing Behavioral simulation Decision analysis

AI Governance & Advisory

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

Capability

Governance frameworks Oversight design Delivery roadmaps

Service Capability

Military Defence Operational AI

Applied AI, simulation, and secure data systems for defence planning, logistics, readiness, and complex operational decision support.

Designed for high consequence environments with human oversight, rigorous testing, traceability, security, and accountable decision authority.

Simulation & Planning

Scenario modeling and simulation for planning, training, stress testing, and decision analysis.

Logistics & Readiness

Analytics for supply chains, equipment readiness, maintenance, sustainment, and operational resilience.

Secure Decision Support

Data and analytical systems that support human decisions while preserving oversight and accountability.

Operational Data Systems

Secure platforms, pipelines, synthetic data, and integration for complex and data constrained environments.

SOC 2 Ready Penetration Testing in Progress

Domestic Data Residency Data remains within Canadian borders.

Government & Defence Procurement Registered for NATO and CanadaBuys procurement opportunities. Open to teaming, subcontracting, partnerships, and joint ventures.

Discuss a defence capability →

What We’re Building

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

Selected client identities are withheld where contractual confidentiality obligations apply.

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.

Telecommunications Operations AI Agentic contact centre systems, autonomous voice workflows, intelligent routing, self service automation, operational analytics, and customer experience optimization for a major Canadian telecommunications provider.

Financial Services AI Data security, cloud architecture, regulatory and ethical compliance, BI automation, and a privacy focused underwriting chatbot for a banking client in Toronto, Ontario, acquired by CMLS and subject to 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, analytics, and applied reinforcement learning concepts to improve campaign decision making, reduce cost per click, and maximize qualified leads for a beauty spa and clinic in Markham, Ontario.

In-House Product

BrokerOps

Mortgage document intake and submission platform using AI to understand broker documents, extract structured data, and automate lender submission.

Visit brokerops.ca →

Featured Work

Selected delivery across financial services, media, and aerospace.

View all work →

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 Talk About Your Problem

Free consultation. No commitment. Tell us what you're trying to solve and we'll see if we can help.

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