White Paper | Market Horizon

The Market Horizon technical white paper: architecture for continuously-operating AI workforce systems, frontier-model routing economics, and reference deployments.

The Market Horizon white paper explains the technical thesis behind continuously-operating AI workforce systems, the architecture we deploy, and the operating economics customers should expect in the first 12 months.

What the paper covers

  • The shift from "AI feature" to "AI workforce", and why that shift is structural, not cyclical.
  • Architecture: data plane, orchestration, specialized agent execution, and the action plane that touches systems of record.
  • Frontier-model routing economics and how cost-weighted orchestration changes the unit economics of operations work.
  • Operating model: human approval queues, exception handling, and the SRE-style discipline required to keep agents running 168 hours a week.
  • Reference deployments across 24 use-case categories and 11+ industry verticals.
  • What "ROI" actually looks like, and how to negotiate a buy that converts payroll dependency into infrastructure dependency.

Who it is written for

CEOs, COOs, CFOs, CIOs, and operations leaders who are evaluating a serious deployment, not a pilot. Technical leadership will find detailed sections on orchestration, model routing, observability, and the operator console. Finance leadership will find sections on cost modeling and contract structure.

Request a copy

The white paper is shared under a light NDA so that we can be specific about model providers, customer references, and case-study numbers. Most teams receive it within one business day of request.

Request the white paper Start a scoping conversation

Direct questions: hello@markethorizon.com.