Every AI feature you ship, on the right model.

Embed CompletionPrism™ inside your SaaS product, under your brand. Every AI feature routed to the right model at the lowest cost to serve, with automatic failover across Anthropic, OpenAI, Google and xAI, and no model lock-in.

Patent Pending. At the lowest cost to serve, and never down when a model is. CompletionPrism™ runs inside your SaaS product, under your brand. Each AI request your product makes is assessed, priced on every approved model with the rework predicted, and sent to the right one. Your customers get the answer from you.

It Moves Bookings and EBITDA

Sales and bookings: in every sales cycle, security review, RFP and renewal, a vendor can say: the product we are selling you never goes down because an AI model is unavailable.
EBITDA: sending each request to the right model, with rework predicted before it happens, lowers the cost to serve each customer and lifts the margin on every AI product.

Two Licenses

Workforce License: a vendor's own people, from R&D to business teams, use CompletionPrism™ to cut internal AI operating cost. Embedded License: every AI feature the vendor sells to its customers runs through CompletionPrism™ first, under the vendor's brand. Bought by the CPTO, CPO, CTO, CFO and CEO.

How It Works

Request in from an AI feature in your product
Assess the task, its size, its quality bar and the tenant policy
Optimize and predict rework on every approved model
Select the model with the lowest total cost that holds quality, on a provider that is up
Return the answer under your brand

Features

Request assessment
Cost optimizer
Rework predictor
Automatic model selection
PrismRoute: route down, route up, stay or stop before every step
Automatic failover across providers, with outage and degradation detection
White-label operation: end customers never see CompletionPrism™
Per-vendor metering of tokens, cost and rework
Savings reporting against the vendor's own baseline
Multi-tenant isolation between vendors and between each vendor's customers

Outcomes

Lower cost to serve
Model-level high availability
No lock-in: switching providers is a routing change, not a product rebuild

Pricing

A small share of the AI token spend routed through CompletionPrism™, stepping down with volume, plus a small share of the rework savings proven against the vendor's own baseline, an annual platform and white-label fee, an optional availability and SLA tier, and a minimum annual commitment. No per-task meter.

Questions

Do my customers see CompletionPrism™?

No. They see your product, your name and your brand.

What happens when a model goes down?

Nothing your customers can see. The provider is taken out of routing within seconds and its requests go to the next best approved model.

Can we add new model providers?

Yes, including models you host yourself. Nothing in your product has to be rebuilt.

How are rework savings measured?

Against a fourteen-day baseline of your own traffic, measured before anything is rerouted.