Our Story
We built Nexus because we were tired of watching AI fail in production.
We’ve spent years building AI systems for companies across Canada. Financial services, government, real estate, law, SaaS. And we kept seeing the same pattern: brilliant technology in the demo, disaster in production.
The company would spend three months building an agent system. It would work perfectly in staging. They’d launch. Two weeks later, at 2am on a Friday, the agent would hit a rate limit. Or a third-party API would return malformed data. Or the model would hallucinate badly enough that the validation logic couldn’t catch it. The agent would crash. The whole pipeline would die. And nobody would notice until Monday morning.
By the time we arrived, they’d lost hundreds of thousands in revenue and whatever confidence their leadership had in AI. The technology wasn’t the problem. The fragility was. There was no mechanism for agents to detect their own failures, no automatic recovery, no graceful degradation. When something went wrong, everything stopped.
So we built Nexus. We took everything we knew from a decade of production software engineering — circuit breakers, health monitoring, exponential backoff, graceful degradation — and built it into an AI agent framework from the ground up. Not bolted on. Not an optional feature. Fundamental to how every agent works.
The difference between AI that works in a demo and AI that works in production is not the model. It’s the infrastructure around it.
That’s what we sell.
How We Work
What you can expect from us
We tell you when we're not the right fit
If your use case doesn't need self-healing agents, we'll tell you. If a simpler solution would serve you better, we'll say so. We don't take engagements we can't deliver on.
We show our work
Every engagement produces artifacts you can understand: architecture diagrams, detailed prompts, documented integrations. You're not buying a black box. You're buying a system you can reason about.
ROI is not optional
We price every engagement against the value it will create. If we can't build a credible ROI case before you sign, we won't take your money. The AI Agent Audit exists specifically to prevent expensive mistakes.
Production is the only thing that matters
We don't celebrate demos. We celebrate 6-month uptime reports. Every design decision we make is filtered through one question: will this survive contact with production?
Ottawa-first, globally capable
We're based in Ottawa. We understand the Canadian government contractor market, bilingual requirements, and data residency concerns. We also work with companies across North America.
No lock-in
Every system we build runs on open-source foundations. You own the code. You can hire any TypeScript developer to maintain it. Our goal is to make you so successful you want to keep working with us — not to make leaving painful.
Our Technology
The Nexus Framework
Every client system we build is powered by nexus-core — our open-source TypeScript framework for multi-agent AI orchestration. It’s the same tool available free on npm, used by developers worldwide.
The framework wraps every agent API call in a self-healing pipeline: pre-flight token counting, output validation, error classification, recovery strategy selection, and retry — automatically, on every call. Agents monitor their own health. Circuit breakers prevent cascade failures. An immutable transcript records exactly what happened.
When we build for clients, we’re not building on top of a framework. We’re the people who built the framework. That matters when something goes wrong at 2am.
import { Team } from 'nexus-core';
const team = new Team({
protocol: 'sequential',
agents: [
{
id: 'classifier',
name: 'Classifier',
systemPrompt: 'Classify inbound leads.',
model: 'claude-sonnet-4-20250514',
},
{
id: 'router',
name: 'Router',
systemPrompt: 'Route leads to agents.',
model: 'claude-haiku-4-20250514',
},
],
});
const result = await team.run({
topic: 'New lead: 3-bedroom, Westboro'
});
// Self-healing is automatic.
// Every call. No configuration.
console.log(result.healingSummary);
// { successRate: 1.0, tombstones: [] }Ready to start?
Ready to build AI that actually works in production?
Book a free 30-minute call. No commitment, no pressure — just a conversation about what you're trying to build.