Insights

Thinking out loud.

Agentic AI, enterprise automation, and the work of building software that holds together. By the VZU engineering team.

VZU essay

Where the seams end.

A VZU essay on the seam problem in enterprise AI. Why stitching tools together is the wrong default. What to do instead.

· 2026-07-15 →

"A VZU essay on the seam problem in enterprise AI."

VZU primer

Agentic OS, explained.

A primer on VZU Agentic OS: the runtime, the building blocks, the blueprints, the governance, the deployment modes.

· 2026-07-10

VZU essay

The seam problem in enterprise AI.

Why most enterprise AI deployments fail. The seam-by-seam diagnostic. What the operator should ask.

· 2026-07-05

Industry

Voice agents vs receptionists.

A side-by-side cost + quality analysis. Where voice agents win, where humans still win, and how the operator should think about the split.

· 2026-06-28

VZU essay

On-prem AI, in 2026.

Why some operators still need on-prem. The data residency argument. The audit trail argument. The deployment model VZU ships.

· 2026-06-20

VZU primer

MCP, explained.

Model Context Protocol, in plain language. What it does, what it does not, and how VZU uses it inside Agentic OS.

· 2026-06-12

Compliance

SOC 2, for an AI product.

What SOC 2 means for an AI product in 2026. The auditor's questions. The runtime answers.

· 2026-06-05

VZU essay

Blueprints are not workflows.

A VZU essay on the difference between blueprints and workflows. Why the distinction matters for production AI.

· 2026-05-30

Local

Vancouver's AI moment.

Why Vancouver is on its way to becoming a top-3 AI hub in North America. The talent, the capital, the operators.

· 2026-05-22

Industry

Agentic banking, in 2026.

What agentic banking looks like in production. The runtime, the audit trail, the regulator's view.

· 2026-05-15

VZU essay

A free event platform, in 2026.

Why AgentConf YVR is free to attend. The sponsor-funded model. The producer's math.

· 2026-05-08

VZU essay

Agentic OS throughput, in 2026.

A VZU essay on the Agentic OS runtime: the architecture, the throughput, the cost curve. The runtime scales horizontally, with audit trail as the load-bearing primitive.

· 2026-05-01

Also: the webinars

Six recorded webinars. The work, in public.

Agentic OS vs. RPA, building on MCP, geo-specific AEO, multi-agent orchestration, on-prem vs. cloud, voice agents at scale. Recorded, not live.

See all webinars →

The next step

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