How Hyve Thinks.

Detects which app is in focus and records transitions.

Reads focused UI element text via macOS Accessibility API.

Monitors Documents, Downloads, Desktop, and Projects directories.

Detects active versus idle state for session tracking.

Extracts people, organizations, projects, and tools from text. Deduplicates by name similarity and links to CRM when synced.

Categorizes work into types: coding, email, meeting, writing, research, communication, project management, design. Rule-based with LLM fallback. Confidence scores 0–1.

Groups related activities into coherent work sessions. 15-minute inactivity timeout. Tracks title, duration, entities involved, and primary activity type.

Infers what you’re trying to accomplish — competitive research, deal closing, feature development, and more. Produces confidence score and evidence array.

Computes long-term baselines every 6 hours: focus duration, context-switch rate, peak productive hours, and trend detection.

Semantic Context Bridge

Assembles full business context from 12 data sources for SYNC. Includes active threads, CRM data, desktop activity, meetings, intent signals, learned preferences, and scheduling context.

Intelligence Engine

Runs hourly Monday–Friday, 6–20 UTC. Pass 1: parallel collection from 14 domains (~8K tokens). Pass 2: cross-domain analysis producing 3–5 actionable suggestions.

Suggestion Gating

Profile-aware filtering: proactive toggle, quiet hours, daily cap, type affinity, 24-hour deduplication, and diversity filter. Suggestions auto-expire after 1 hour.

User Profile

Computed nightly across five dimensions: work style, business role, suggestion receptivity, skill growth, and character traits.

Temporal Patterns

Daily analysis detecting deadline clustering, cyclical behavior, urgency escalation, and revenue timing patterns.