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Conifer · Vision

The gateway for all inference.

The front door for every AI query: one interface, one account, one bill, every model.

01
the bets

Five bets on where inference goes

Whoever owns the demand, one interface and one bill, becomes the default front door for inference. That is the position Conifer is built to take.

02
why Conifer

Every future still needs the router

01
if models converge

The router becomes the product

  • As AI outputs become indistinguishable, the value shifts entirely from the raw model to the orchestration layer that picks the optimal path.
  • Competitors build routers as centralized API wrappers, adding server latency. Conifer runs natively on the client device where the query originates.
  • Local inference eliminates server overhead and data egress fees entirely. Because the vast majority of standard queries easily fit on modern local hardware, we bypass the cloud tax completely.
02
if models specialize

Specialized models need a smart router

  • The market is flooding with domain-specific models (medical, legal, coding). Developers can't manually test and track which one is best for every edge case.
  • Conifer acts as the intelligent middleman. We evaluate performance and automatically route each query to the exact right model.
  • Owning the routing layer gives us the ultimate distribution advantage. When a new model launches, it gets discovered through us.
03
if inference goes local

The free floor rises every year

  • Every new chip generation expands what we can run locally for free.
  • Our free engine is a distribution play. Every install expands our gateway's reach.
  • Cloud companies can't copy our local-first approach without destroying their own server-based revenue.
04
if spend explodes

Monetizing the routing layer

  • AI infrastructure spend is skyrocketing, forcing enterprises to actively look for optimization and throttling layers.
  • Conifer profiles and meters every query, providing a unified dashboard for performance, accuracy, and exact cost.
  • The developer runtime is free to capture distribution; our revenue scales directly with high-volume enterprise traffic.

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