Canadian AI development company delivering agent systems, LLM integrations, and multi-agent architectures via fixed-price sprints. From a single model call to a 15-agent orchestration — shipped in weeks, not months.
LLM integrations, single specialized agents, and full multi-agent systems — built production-ready, documented, and deployed. Not demos. Not prototypes.
Wire an LLM into your existing product — RAG pipeline, AI copilot, classifier, or summarizer. Typed schema, safety constraints, fallback logic. 2–3 weeks.
One specialized production agent — role definition, typed JSON I/O schema, confidence scoring, graceful degradation. Built to ship, not to hallucinate. 3–4 weeks.
5–15 coordinated agents with orchestration, routing, delegation, and validation layers. Full architecture handoff. Built on Amatrix Studio infrastructure. 6–10 weeks.
AI agent architecture designed into the product from day one — not bolted on. Production-grade orchestration patterns, scoped to your domain — never a generic agent dump.
AI Integration, Single Agent, and Multi-Agent System — each scoped and priced independently. Or bundle all three as The Intelligence Stack.
An AI development company designs and builds AI-powered systems — LLM integrations, agent architectures, and AI-native SaaS platforms. Amatrix is a Montreal-based AI development company delivering these systems via fixed-price sprints across Canada and the United States.
AI agents are task-specific components powered by LLMs or rule-based logic. Multiple agents collaborate to process data, make decisions, and execute workflows. Amatrix builds single agents and multi-agent systems of 5–15+ specialized agents.
Single Agent Sprint: 3–4 weeks. Multi-Agent System: 6–10 weeks. AI Integration into existing product: 2–3 weeks. All timelines confirmed in writing before you pay.
A multi-agent system is a coordinated network of specialized AI agents — each with a defined role, typed schema, and fallback logic — that work together to execute complex workflows. Systems typically include 5–15 agents with an orchestration layer.
Yes. We serve clients across Canada and the United States. Based in Montreal, Quebec. All engagements are 100% async and remote.
LLM integrations use OpenAI, Anthropic, or your model of choice. Agent systems are built with TypeScript, Python, and a production-grade infrastructure stack designed for sprint delivery — Fastify, TypeScript, Prisma, esbuild + React.
Tell us what you're building. We'll confirm the sprint tier, timeline, and price in one reply — usually within 24 hours.
Start a sprint → amatrix.studio/contact