We design, build and scale AI products that drive real business outcomes — not demos, not slide decks, working systems.
From strategy to deployment, we build AI solutions that solve real problems and scale with your business.
Define opportunities and a roadmap that compounds.
Deploy, monitor and scale models in production.
Design and build intelligent products people love.
Create AI-driven experiences with LLMs and beyond.
Build robust data pipelines that power AI systems.
Scale your team with world-class AI talent.
We help teams across industries unlock the power of AI to automate, enhance and innovate — without the production hangover.
We partner with forward-thinking companies to build AI products that move the needle on real metrics.
View all cases →Automated categorisation and real-time bank reconciliation.
AI/ML-driven forecasting avoids stock-out and overstock risk.
OCR + AI for real-time expense report processing.
ML models to surface high-fit candidates and open roles.
iSystematic is an AI product development studio. We combine deep technical expertise with a product mindset to build solutions that matter — not artefacts that gather dust.
Join a team of builders, thinkers and dreamers working on meaningful AI products. Senior bench, distributed, kind.
View open roles →Every project ships into a real customer's workflow.
Senior bench, deep mentorship, conference budget.
A small, kind, distributed senior engineering team.
Async-first, distributed, results over hours.
Research, guides and perspectives on AI, product and innovation — written by the engineers shipping the work.
A step-by-step guide to getting from idea to impact.
Read more →Key takeaways from building with LLMs at scale.
Read more →Trends, budgets and data from 500+ companies.
Read more →Watch our on-demand webinar with top industry experts.
Read more →From the frontlines of AI and product. Written by the engineers shipping the work — not a marketing team.
A practical framework for shipping AI that creates real value.
A guide to evaluating quality, cost and reliability before deploying.
Best practices for retrieval, data quality and evaluation.
Short answers about how iSystematic works, what it builds and what an engagement looks like.
iSystematic is an applied-AI studio that designs, builds and operates AI systems in production. iSystematic's work covers agentic systems, LLM copilots, retrieval pipelines and the data infrastructure that makes them work, from prototype through to running the result.
iSystematic Inc. is a Canadian company headquartered in Winnipeg, Manitoba. iSystematic works with clients across Canada, the United States and internationally, and operates as a distributed senior team rather than from a single office.
Use the contact form on this site. iSystematic responds to project inquiries within one business day, Monday to Friday.
iSystematic takes on agentic systems and copilots, LLM products with custom retrieval, AI governance and compliance work, data and MLOps infrastructure, and architecture or strategy engagements for organisations getting started with AI.
Yes. After iSystematic ships a system, iSystematic can run it. Monitoring, evaluations, model and prompt updates, retraining cadence and on-call coverage are part of how iSystematic operates AI systems.
iSystematic Inc. was founded by Nabeel Khan and has operated since 2013. Nabeel Khan leads the studio as Founder and CEO and writes on AI governance and agentic systems.
iSystematic scopes each engagement to the problem rather than selling fixed packages. Engagements typically start with a short discovery phase to size the work before any build commitment, and pricing is discussed on the intake call.
iSystematic works in four phases: Discover, Architect, Build and Operate. A working slice of a system is normally in a client's hands within weeks of the Architect phase rather than at the end of a long build.
Tell us about your project and we’ll get back to you within 24 hours. No SOW theatre, no boilerplate decks.