Riften Inc.
AI gateway that routes requests to the lowest-cost capable model and builds company-specific private models from production experience through a continuous learning loop of routing, evaluation, and post-training.
About Riften Inc.
Intelligence will be the most valuable asset a company owns. Today, almost every company rents it. Companies pay a handful of labs one token at a time. Each dollar buys an answer, not an asset. They spend more, but own nothing more. Riften reverses that. Change one environment variable and Riften becomes the gateway for a company's AI traffic. We route each request to the lowest-cost model that can do the job, serving most work on open-weight models we host. Customers save money immediately without rebuilding their products. The gateway is the entry point. Over time, Riften turns the company's work into private models built on open weights and shaped around the business. What begins as cheaper inference becomes an intelligence stack the company owns, runs on infrastructure it controls, and uses to power its most important applications. We call this earned intelligence. It is created by the company's own work, controlled by the company, and accumulated over time. The next generation of companies will not rent their intelligence. They will earn it, own it, and compound it. Riften is how they get there.
Products
One system connecting real production work, meaningful evaluation, and company-specific training data — a pipeline from routing through observation, evaluation, and improvement.
Autonomous post-training that turns verified production experience into company-specific models by assembling accepted examples, preference pairs, and held-out evaluations.
AI gateway that connects OpenAI- or Anthropic-compatible applications and automatically selects the model for each request, balancing capability, cost, and latency across commer...
Runs evaluations automatically using company production experience, comparing quality, cost, and latency while keeping whole sessions separate from training to avoid inflated re...
Security and compliance
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