Unified Blended Orchestration
Our intelligence stack routes each task dynamically across sub-100ms fast pipes and frontier reasoning models for total synthesis.
The Active Release Track & Milestone Loop
We maintain high execution quality and product retention by routing upcoming technologies through a structured validation funnel:
Phase 1: Experimental Beta Labs
Features launch first in our **Beta Labs** dashboard. This exposes new capabilities (e.g., Speculative Speed-Pipelining or Multi-Agent verification) to check user response, stability, and speed metrics.
Phase 2: Milestone Scaling
As sales milestones and conversion benchmarks are met, we scale the underlying API routes and verify caching metrics to support heavier concurrency.
Phase 3: Production Pro Feature
The mature feature becomes a standard part of the Core Engine or Lenses stack (paid/Pro plan). We then push the next set of feature concepts into the Beta Labs list to continuously extend value.
How Blended Orchestration Works
Distill routes prompts through an optimized, multi-model pipeline that combines low-latency fast models with deep-reasoning frontier models:
Efficient document processing
Fast routes handle extraction, formatting, and straightforward document work without spending deep reasoning where it adds no value.
Balanced reasoning when required
Difficult analysis is routed to stronger reasoning while ordinary document work stays on efficient paths.
Choose Your Level of Access
Free Tier
Standard access to the reading lenses for quick document understanding.
Distill Pro
Unlocks all 29 expert skills and deeper document reasoning.
Power Tier
Adds larger-document capacity and a higher fair-use ceiling for demanding workflows.