Software & AI development — Kitchener, ON → worldwide
We build the AI systems your business runs on.
Web platforms, mobile apps, and custom AI systems trained on your data. Business processes automated end to end. Designed, coded, and shipped by a senior engineering team — from prototype to mass scale.
▸ review MSA_Brightline_v4.pdf
Live output from systems we've shipped
01 — What we build
The full gamut, one team.
/01
Custom AI Applications
Full products built around a model — not a chatbot bolted onto your homepage.
/02
Business Process Automation
We map the work your team does by hand — intake, triage, data entry, reporting — and replace it with pipelines that run while you sleep.
/03
Internal AI Systems on Your Data
Private assistants trained on your documents, tickets, contracts, and tribal knowledge.
/04
AI CRMs & Sales Systems
CRMs that write the follow-up, score the deal, and tell your reps what to do next — instead of asking them for data entry.
/05
AI Outreach Agents
Research-backed, personalized outbound at scale.
/06
Voice Agents
Phone agents that answer every call, book the appointment, and hand off to a human the moment it matters.
/07
Web & Mobile Development
The craft that came first.
/08
Rapid Prototyping & MVPs
From prototyping to mass scale, we've got you covered.
02 — Engineers first
We write the code. All of it.
Before we were an AI shop, we were a software shop — and we still are. Web platforms, iOS and Android apps, ERPs, integrations. The AI is only as good as the engineering underneath it.
- 01
Design
Product thinking before pixels — we prototype in code, not decks.
- 02
Code
TypeScript, Swift, Kotlin, Python — senior engineers, reviewed PRs, tests.
- 03
Ship
CI/CD to your cloud or ours. Evals and guardrails for anything with a model in it.
- 04
Run
We stay on the pager. Monitoring, iteration, and the next feature.
Open opportunities
liveReact · Node · Postgres · deployed on client infra
03 — Proof, not promises
Don't take our word for it. Click around.
Every solution below is a working, interactive demo of a system we built for a real class of business — legal, healthcare, freight, sales. Open one and drive it yourself.
04 — From manual to automatic
We take a process you do by hand and make it run itself.
Map → Prototype → Automate. Here's what that looked like for one law firm's client onboarding — watch it run.
01
Map
We sit with your team and map the process hour by hour — every handoff, every wait, every re-type.
02
Prototype
We build a working prototype and automate a slice of the routine, on your real data, in weeks.
03
Automate
We take the whole process live end to end — integrated, monitored, and running while you sleep.
Case: law-firm client onboarding — intake to paid, end to end
- 1
Client intake form
on the firm's site
2 min
- 2
AI drafts proposal
from partner-approved templates
40 sec
- 3
Partner approves
one tap, from anywhere
1 tap
- 4
Sent + e-signed
e-signature integrated
auto
- 5
Payment collected
retainer charged on signing
auto
- 6
Books updated
synced to QuickBooks
auto
- 7
Portal provisioned
client logs in, matter open
auto
6 days → 40 minutes. One firm's engagement-letter process used to take a week of partner and assistant back-and-forth. Now a prospect fills a form on the firm's website, AI drafts the proposal from their own templates, a partner approves from their phone — and signature, retainer payment, QuickBooks, and the client portal all happen on their own.
05 — Recent work
Shipped. Measured. Still running.
Next step
Let's find the process worth automating.
A 30-minute intro call. You describe how the work gets done today; we tell you honestly what AI can take off your plate — and what it can't.