Agent Operating Layer

Ownership is the alpha

Your agents cost more every month, fail where you can't see, and learn nothing you keep. Alpha ends all three — the operating layer that puts you back in control of the cost, the runs, and the intelligence they generate. Own it, or keep paying the vendor's rent.

Estimate in 60 seconds

Start from a common agent

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The scale wall

The bill only climbs. The estimate never survives.

You forecast one number; production returns a bigger one — every month, and never in your favor. Cost runs ahead of you, failures hide inside runs no one can see, and nothing your agents learned yesterday makes them cheaper today. The forecast doesn't break because your math is wrong. It breaks because you can't see or control the runs behind it.

3–4×how far agent costs run over forecast
88%of agent pilots never reach production
5+agents — where cost and control break down

Arena · free, no signup

You don't know what your agents actually cost.

Nobody on your team does — until they run Arena. Your real number, in three minutes. Free. No signup. No sales call.

See your agent costs — free
Typical monthly waste$0/moexample — run Arena for your real number

The operating layer

One layer between your agents and every model.

Point your stack at Alpha and every agent call runs through one place you control — across OpenAI, Anthropic, Google, or your own models. Three things you get the moment you do.

Control the cost

Set a budget for every agent and see the real cost of every run. Route each call to the right model by policy, not by guesswork — and never get surprised by the invoice again. Your keys, your accounts, zero markup.

See what's breaking

Every run is traced end to end — cost, latency, tokens, what failed, what drifted, what blew its budget. You find the problems inside your agents before a customer finds them for you.

Own what they learn

The intelligence your agents build — the memory, the fine-tunes — stays in your workspace. Every run makes the next one cheaper and sharper, and it goes with you if you ever leave.

Before & after

Same agents. Two very different months.

Without Alpha
  • The bill lands 3–4× over — nobody can say which agent
  • Runs fail silently; a customer tells you first
  • Everything your agents learned yesterday is gone
$3.8kunforecast · unattributed
With Alpha
  • Every run costed, owned, and capped
  • Failure and drift flagged before customers see it
  • What they learn compounds — and stays yours
Cappedcosted · visible · owned

Under the hood

Everything your agents need. Nothing you have to stitch together.

Multi-provider routingGuardrails & PIIObservability & tracingBudgets per agentRAG / knowledge baseMemoryFine-tuningExperimentsPrompts & skillsMCP toolsNIST complianceRBAC & workspacesSovereign deploy

OpenAI- and Anthropic-compatible. Cloud, hybrid, or self-hosted.

Built for your seat

Whatever you're losing control of, Alpha maps to it.

Your agent spend is a black box. Alpha opens it.

  • A cost and an owner on every run
  • Hard budget ceilings per agent
  • Sovereign, self-hosted deployment
For CTOs
Monthly spend by agentthis month
checkout-agent$1,240
research-agent$1,880
support-bot$820
$3,940 total · 1 near cap

Pricing

Priced by agents, not seats. Always BYOK.

Basic$99/mo

Up to 5 agents. Full run visibility, budget-per-agent, routing.

Professional$499/mo

Up to 15 agents. Plus the memory & compounding layer.

EnterpriseCustom

Above 15 agents. Sovereign, self-hosted, governance, audit.

Stop flying blind. See what your agents cost.

Free, no signup, three minutes. Then decide who's in control.