From business problem to production-ready AI.
A complete technical team for AI automation, intelligent workflows, custom integrations, and AI-powered business systems.
NL Applied AI takes projects from initial requirement through architecture, development, integration, independent testing, documentation, deployment, and ongoing support.
Canadian-led. Global specialist team. One accountable delivery partner.
Request a Complimentary Feasibility Review
Not sure exactly what needs to be built? That is okay. Tell us the business problem and we will help determine the right technical approach.
Architected | Tested | Production-Ready
Building the AI demo is the easy part.
Making it work reliably inside a real business is harder.
A production system may need to connect existing software, company data, APIs, workflows, permissions, people, and business rules.
It also has to handle what happens when something goes wrong.
That is why complex AI projects often need more than one technical specialist.
NL Applied AI brings the required expertise together under one managed delivery team.
What We Build
We focus on practical AI systems that improve how real businesses operate.
AI Workflow Automation
Automate repetitive work across the tools your business already uses.
email and inquiry processing
CRM updates and routing
document intake
approvals
reporting
internal administrative workflows
information moving between systems
AI Knowledge & Document Systems
Turn business information into useful AI-powered systems.
internal knowledge assistants
document search
source-grounded question answering
retrieval-augmented generation (RAG)
information extraction
document classification
document-processing workflows
Custom AI Agents & Integrations
Add AI capabilities to your existing software, systems, and workflows.
AI agents
API integrations
SaaS integrations
CRM integrations
custom internal tools
AI-powered features
multi-step automated workflows
One team from requirement to production.
You do not need to coordinate multiple freelancers or determine which technical specialist should handle each part of the project.
We manage the delivery process from beginning to end.
01 — Discover
We start with the business problem.
We look at your existing process, systems, data, constraints, and desired outcome.
02 — Architect
A technical lead determines what should be built, how it should work, what integrations are required, and which specialists are needed.
03 — Build
The appropriate AI, automation, API, data, and development specialists implement the solution.
04 — Test
The system is reviewed and tested for functionality, workflow failures, edge cases, and agreed project requirements.
05 — Deploy
The implementation is prepared for real-world use, documented, and handed off clearly.
06 — Manage
Where ongoing support is required, we continue monitoring, maintaining, troubleshooting, and improving the system after launch.
Built differently from a one-person AI build.
Specialist Team for Every Project
We assemble the right expertise around the actual requirements of the work.
End-to-End AI Delivery
From discovery and architecture through testing, deployment, and ongoing support.
Quality & Security Built In
Independent testing, careful implementation, and clear documentation are part of the delivery process.
Built for Real Business Impact
We focus on systems designed to solve real operational problems, not AI demonstrations for their own sake.
One project. One accountable delivery partner. The right specialists behind it.
The person who builds the system should not be the only person deciding whether it works.
Where appropriate, NL Applied AI uses independent QA or evaluation specialists to review implementations separately from the original builder.
Testing may include:
expected workflow behaviour
failure conditions
edge cases
integration errors
output consistency
escalation behaviour
agreed acceptance criteria
The goal is not simply to make the system run.
The goal is to make it dependable enough for real business use.
A limited opportunity for our first clients.
NL Applied AI is a newly formed Canadian AI delivery firm built around experienced independent technical specialists.
We are currently accepting a small number of Founding Client engagements while establishing our company portfolio.
Qualifying founding clients receive introductory project pricing while still receiving the complete NL Applied AI delivery model.
That includes:
technical discovery
solution architecture
specialist implementation
project coordination
independent testing
documentation
deployment support
optional ongoing management
In return, we may ask for candid feedback on the engagement and permission to document an anonymized version of the project as a case study.
Founding Client availability is intentionally limited.
Not sure whether AI is even the right solution?
Start with a complimentary feasibility review.
You do not need a technical specification.
Tell us what is happening in the business, what is taking too much time, where the bottleneck is, or what you are trying to improve.
We will take an initial look at:
whether the problem appears suitable for AI or automation
what a practical solution could look like
likely systems or integrations involved
major technical dependencies
potential implementation risks
approximate project scope
And if AI is not the right solution, we will tell you that too.
Bring us the business problem.
What could this look like in practice?
Automate a document-heavy workflow
A document arrives. The system identifies what it is, extracts the required information, validates key fields, routes uncertain cases to a person, updates the appropriate software, and records what happened.
Build an internal AI knowledge assistant
Company information is organized into a controlled knowledge system. Employees can ask natural-language questions and receive answers grounded in approved internal sources.
Connect AI to an existing business process
An existing CRM, SaaS platform, database, or internal tool is connected to an AI-powered workflow. The system handles defined tasks automatically while routing exceptions or higher-risk decisions to a person.
You do not need another AI experiment.
You need something that works in the real business.
If your organization has a process that is repetitive, document-heavy, difficult to scale, or held together by too much manual work, we would be happy to take a look.
You do not need to figure out the technical architecture first.
Bring us the problem.
Canadian-Led • One Accountable Team • Clear Scope • Specialist Delivery • Independently Tested • Production-Ready • Ongoing Support
Canadian-Led • One Accountable Team • Clear Scope • Specialist Delivery • Independently Tested • Production-Ready • Ongoing Support