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Models

Why we route across models

Betting the product on a single model is a risk of its own. Sol keeps a registry of frontier and open models and routes each step to the one that clears the bar for the least cost.

Grace LinFounding Engineer, ExtractionJune 3, 20266 min read

A tool teams rely on after every meeting should not itself depend on one thing that can break. If Sol routed every transcript to a single model from a single lab, then that lab's bad afternoon would become every customer's bad afternoon, on the day they most wanted their outcomes written up.

Not every step needs a frontier model

Turning a meeting into outcomes is not one call. It is a few steps, and they do not all need the same horsepower. Reading a long transcript for decisions and implied owners is the hard step, and it earns a frontier model. Writing a short summary, or matching this week's progress against last week's open items, is lighter work a fast model does well. Routing each step to the right model is how you get quality where it matters and a sane bill everywhere else.

  • First-pass extraction routes to a strong model that reads the whole conversation.
  • Summaries and cross-meeting matching route to a fast, inexpensive model.
  • If a provider is degraded, the router falls to the next candidate that clears the bar.

Open models, on your own ground

Model-agnostic also means a company is not forced onto a hosted API. Sol can route to open models a team hosts itself, so transcripts never leave their perimeter. The routing table is the same. Only the endpoints change.

The router is a reliability feature. Labs move fast, and your meetings should not notice.

Grace Lin

Frontier models will keep leapfrogging each other, and open models will keep closing the gap. A registry and a router mean Sol can take the best of each as it arrives, without a rewrite, and without asking anyone to care which lab answered.

G

Grace Lin

Founding Engineer, Extraction

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