Intelligent Model Routing

BrainAI

The Intelligence Behind Intelligent AI

BrainAI analyzes every query in real-time and routes it to the perfect AI model. Fast tasks go to APEX for instant responses. Complex reasoning goes to Supernova for deep analysis. You always get the right model, automatically.

APEXFast Model
SupernovaDeep Model
<50ms routing decisions
Automatic model selection
Transparent decisions

How BrainAI Routes Your Queries

Every query passes through BrainAI's classification engine in under 50 milliseconds

1

Classify

BrainAI analyzes your query's complexity, intent, and required capabilities in real-time.

2

Route

Simple tasks go to APEX for speed. Complex tasks go to Supernova for depth.

3

Respond

You get the optimal response — fast when speed matters, thorough when depth matters. Every time.

Routing in Action

"What time is my meeting?"
APEX
"Analyze Q4 revenue trends and project Q1"
SUPERNOVA
"Summarize this email"
APEX
"Write a business proposal for the board"
SUPERNOVA
"Set a reminder for tomorrow"
APEX
"Debug this recursive function"
SUPERNOVA

Why Intelligent Routing Matters

Not every question needs a supercomputer. Not every answer should be rushed.

Instant Responses

Simple queries get lightning-fast answers from APEX instead of waiting for heavyweight processing.

Cost Efficient

Only uses premium Supernova compute when the task actually demands it. Most queries are handled by efficient APEX.

Better Results

Complex tasks get the full power of Supernova's deep reasoning. You always get the right model for the job.

Transparent

BrainAI shows you which model handled your query and why. No black boxes.

The AI Models

Two specialized models, one intelligent router

APEX

The Fast Model

Lightning-fast responses for everyday tasks. Lookups, summaries, quick actions, simple questions. APEX delivers answers in milliseconds, running efficiently on-device or in the cloud.

Response time~200ms
Best forQuick tasks
Runs onDevice or Cloud
Learn about APEX

BrainAI

The Router

The orchestrator. BrainAI classifies every query in under 50ms and routes it to the optimal model. It considers task complexity, required capabilities, and context to make the perfect routing decision.

Decision time<50ms
Accuracy97%+
OverheadNegligible

Every One People AI interaction is powered by BrainAI

Supernova

The Deep Model

Supernova-level intelligence for complex tasks. Deep analysis, code generation, strategic reasoning, creative writing. When the task demands depth, Supernova delivers brilliance.

Response time3-15s
Best forDeep reasoning
Runs onCloud-powered
Coming Soon

Under the Hood

How BrainAI makes routing decisions

Classification Engine

  • Lightweight classifier runs in under 50ms
  • Analyzes query complexity, intent, and required capabilities
  • Context-aware: considers conversation history and user patterns
  • Learns from feedback to improve routing accuracy over time

Routing Criteria

  • APEX: Simple lookups, quick actions, summaries, reminders, scheduling
  • Supernova: Analysis, code generation, strategic planning, creative tasks, debugging
  • Multi-step tasks may use both models in sequence
  • Users can override routing with explicit model selection

Intelligence, Routed Perfectly

BrainAI works behind every One People product — from Finny to Sage to your custom Enterprise assistant. Every AI interaction is automatically optimized.