Products

Four strategic probes, one system direction

DeepRiver Perceptual is pushing four first-tier directions in parallel, while condensing the common capabilities they create into a deeper system layer.

Priority 1

autocore

Organizational Execution Loop

Validate whether AI can drive process execution, break down departmental silos, and handle multi-role coordination within enterprises. Starting from automotive dealer groups, horizontally replicable.

Cross-department process orchestration and auto-advancement
Organizational knowledge retrieval and retention
Multi-entity coordination and anomaly alerting

Priority 2

bbcar / 替你买

Real Transaction Loop

Validate whether AI can move real outcomes in car buying, a high-ticket scenario with strong decision and execution constraints.

Model budget, household structure, and usage scenarios
Guide recommendation paths, test drives, and pricing strategy
Validate the full loop from consultation to completed transaction

Priority 3

Health Autopilot

Long-Term Relationship and Health Management

Validate whether AI can establish sustained reliance, continuous judgment, and feedback systems in high-trust, long-cycle health contexts.

Symptom input and longitudinal health timeline
AI first-pass analysis and action suggestions
Doctor review and human-AI collaboration loop

Priority 4

FamilyNeuralHub

Family Coordination System

Validate whether AI can expand from serving individuals to coordinating family resources, shared decisions, and multi-actor execution.

Model member goals and roles
Coordinate task allocation and resources
Move from personal intelligence to collective intelligence

System Layer

How the underlying capability grows

mnemo

Condenses long-term memory, preference learning, behavior style, and cross-scenario continuity into a shared intelligence substrate pulled from frontline scenarios.

AIOS

Acts as the long-term architecture layer for agent orchestration, execution composition, and cross-device collaboration.