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Agents that do work, not demos that impress.

AI Agent Systems

We design and build multi-agent systems — autonomous workflows where specialized agents handle real business processes, with human oversight at the decisions that matter.

What this looks like:

  • Specialized agents for categorization, reconciliation, research, and advisory tasks — each with a defined job
  • Workflows that keep running even when something goes wrong
  • Approval-first systems — agents recommend, humans approve before anything changes in your production systems
  • Cost-optimized — right tool for each task, tracked per operation
  • Full visibility into what's happening and why

Evidence

From our work

Built an automated bookkeeping system for full-cycle Canadian bookkeeping — transaction categorization, reconciliation, tax tracking, and optimization recommendations. Nothing touches QuickBooks until a human approves it.

From our work

Built a personal operations assistant syncing data across Microsoft 365, Google Workspace, and project management tools — automated briefings, email drafting in the right voice, task discovery, nightly reconciliation.

Need agents that actually run in production?

We've shipped autonomous systems that handle real data, real money, and real workflows. Tell us what you're trying to automate.

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