AI-Powered Web & Mobile Apps
Not a chatbot bolted onto a form. We build products where the AI is load-bearing — extraction, retrieval, reasoning, automation — and where the unglamorous parts around it are done properly: authentication, payments, permissions, evaluation, monitoring and the bill at the end of the month.
Getting a model to do something impressive once is a weekend. Getting it to do the same thing reliably, for every user, at a predictable cost, with a way to tell when it is wrong, is the actual product.
An extraction pipeline is worthless without accounts, permissions, billing, exports, an audit trail and a mobile app that works offline on a job site. Teams that only know models build half a product.
If you cannot measure whether the model got it right, you cannot improve it, price it, or defend it to a regulator. We build the evaluation harness first, because everything after depends on it.
In this section
Full products, from first wireframe to app store. We have built and shipped our own — a bilingual bookkeeping platform with AI receipt extraction and native iOS and Android apps, and a multi-tenant scheduling system for driving schools.
Extraction and classification pipelines for receipts, invoices, contracts, forms and reports — with confidence scoring, human review queues for the uncertain cases, and accuracy you can measure rather than hope for.
Assistants grounded in your own documents and data, with citations back to source, hybrid retrieval that works on real messy corpora, and guardrails that make it decline rather than invent.
Multi-step automations that use tools, call your systems and carry work through to completion — designed with explicit boundaries, human checkpoints and a full trace of what the agent did and why.
iOS and Android applications where the mobile experience is the product, not an afterthought: camera capture, offline handling, push, biometric and passwordless sign-in, and store submission handled for you.
You already have software and a user base. We add the AI capability into it without a rewrite, and without taking on the risk of touching everything at once.
You own the code, the infrastructure and the accounts. Everything is documented for a team that is not us.
We define the smallest version that is genuinely useful, identify the two or three technically risky assumptions, and prove or kill those first. This is where most of the money is saved.
Working software at the end of every increment, deployed where you can use it. You see progress continuously and you can stop at any increment without being left with nothing.
Evaluation, load, cost ceilings, failure paths, permissions, and the boring security work. This is the phase most projects skip and every serious buyer asks about.
Production deployment, monitoring, documentation and a handover your team can act on. We transfer knowledge, not dependency — and we stay available if you want us to.
Every build starts with a paid shaping phase. Fixed-price quotes for undefined work are a fiction that ends badly for someone — usually you.
A short, fixed-fee engagement that turns an idea into a scoped, costed, technically validated build plan — with the risky parts prototyped.
Fixed fee · 1–2 weeks · scoped to complexity
A defined product delivered in two-week increments against an agreed scope, with a fixed price per phase and a clean stopping point at every one.
Phased fixed price · scoped to complexity
A continuing monthly commitment for products that keep evolving — new capability, maintenance, model updates and cost tuning.
Monthly retainer · minimum 3 months
Systems we have built that touch this kind of problem.
NextiaTax — our own product
A bookkeeping platform for Canadian small business, with AI extraction, a grounded assistant and native mobile apps. Built, shipped and operated by us.
NextiaDriveOps — our own product
A bilingual, multi-tenant operations platform for Canadian driving schools: constraint-based scheduling, learner records, automated messaging, billing and certificates.
You do, on final payment for each phase. Code lives in your repositories from day one, infrastructure runs in your cloud accounts, and there is no proprietary Nextia layer you have to keep licensing.
Something running, usually within the first two-week increment. Something genuinely useful to real users, typically six to twelve weeks depending on scope. If a firm tells you three days, they are showing you a demo, not a product.
Both, depending on what the product needs — and we will tell you which one you actually need. Our own bookkeeping product ships as native iOS and Android apps because receipt capture demands it. Our driving-school platform uses mobile web portals because installing an app was a barrier for its users.
Whichever fits the task, the budget and the data-residency constraint — and we design so that swapping is possible, because the frontier moves every few months. We will document exactly which providers see which data, in writing.
We build Canadian-hosted by default, with PIPEDA and Québec Law 25 in mind, and we scope carefully what leaves your environment. Both of our own products run on Canadian infrastructure with tenant isolation and encryption at rest and in transit.
No. The handover is real: documented architecture, infrastructure as code, a working CI/CD pipeline and a session with your team. Some clients keep us on a retainer because they want to. None of them have to.
Start here
Thirty minutes, no deck, no pitch. You describe the problem; we tell you honestly whether AI is the right tool, roughly what it would take, and whether we are the right people. If we are not, we will say so.
We reply within one business day. English or French.