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AI Agent Economics

Own Your Outcomes

The GSX platform is priced as enterprise infrastructure. You buy the capacity. We pass through the costs. You own what you build and the benefits it generates.

OneReach.ai Pricing

Three pricing traps to avoid

Many AI pricing models are structurally misaligned with your success. The vendor profits when you scale or when you fail to.

TOKEN COSTS

Scale becomes a penalty

Vendors that add margin to already expensive tokens turn adoption into a cost problem. Workflow inefficiencies profit the vendor at your expense.

OUTCOME PRICING

Agent sprawl by design

Outcome-based pricing drives isolated, fragmented deployments. It works against reusable components, collaborative agents, and enterprise-scale architecture.

ZERO ASSET VALUE

You own nothing

Organizations pay indefinitely but retain nothing. All capabilities vanish at contract end. Renting temporary access is not the same as building strategic infrastructure.

How GSX pricing creates alignment

Pricing is based on the size of your Private Dedicated Environment, measured by concurrency and processing capacity. Not seats. Not agents. Not tokens consumed.

INFRASTRUCTURE

Zero-markup costs

AI model tokens, cloud compute, telco, and storage are passed through at cost within your PDE. Use your own API keys for third-party services if you prefer.

ECONOMICS

Cost that flattens at scale

The GSX pricing curve levels off as your AI strategy expands. Infrastructure capacity licenses reward adoption instead of penalizing it.

OWNERSHIP

Full IP, CapEx-eligible

Own the source code, orchestration logic, and configurations. Many enterprises classify GSX as a capital expenditure. Your data, your architecture, your asset.

GSX is named as a market leader by every major analyst group

Everything. One environment.

Every GSX deployment includes the complete platform within a secure Private Dedicated Environment. No capability gates. No modules sold separately.

Component What's included
Private Dedicated Environment (PDE) Dedicated infrastructure at the network, compute, storage, and data layers. Hosted by OneReach.ai or deployed into your own cloud tenant.
Unlimited solutions No agent caps. Build, deploy, and manage as many agents as your strategy requires.
Unlimited users No seat licensing. Access governed by your own RBAC policies.
GSX platform Governance, agent builder, runtime, and more — included as one system.
Solutions library Pre-built agents, skills, and components with built-in governance and best practices.
Orchestration engine Connect to any cognitive service. Route by complexity, cost, and latency. No provider lock-in.
Service models Managed service, pure infrastructure, or a combination of both. 24/7 support is standard.
SDK Full development kit access for capabilities unique to your organization.

“Choosing the correct pricing and deployment model is critical because it is the recurring cost with the biggest impact on total cost variation and value realization.”

Gartner — With AI Agents, You Need a New Way to Calculate Cost and Value (ID G00841076), 2026

See what it costs

Download the pricing sheet for a full breakdown, or connect with us directly for a quote tailored to your environment.

Frequently Asked Questions

Pricing tiers are based on concurrency and processing capacity — the infrastructure footprint your environment requires. We work with you to right-size the PDE before contract. Most organizations start at a tier that supports their initial deployment and expand as adoption grows, with the cost curve flattening at each step.

Correct. Within your PDE, base costs for AI model tokens, cloud compute, telco, and storage are passed through directly. You can also bring your own API keys for third-party cognitive services, which routes costs entirely outside the contract.
Many enterprises do. Because you own the source code, orchestration logic, and configurations, GSX is treated as a capital asset rather than an operating expense by a significant portion of our customers. We recommend confirming with your finance team, but we can provide documentation that supports the classification.

You keep them. All system configurations are exportable, and you own the IP. Unlike SaaS platforms where capability disappears at contract end, your architecture remains yours.

No. The platform includes unlimited solutions and unlimited users. Access is governed by your own RBAC policies, not by seat counts or agent caps.

Either. GSX can be hosted by OneReach.ai or deployed into your own cloud tenant. For organizations with data sovereignty requirements, private deployment is the standard path.

Three options: fully managed (design, build, and run), pure infrastructure (you build, we provide the platform), or a combination. 24/7 support is standard across all three.

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