AI Digital Employee Matrix

Functional Overview

An AI digital employee matrix covering full scenarios such as recruitment, contract fulfillment, project management, and operations. The first batch of digital employees has "joined" and completed closed loops in real business scenarios.

Customer Pain Points

  • Recruitment process is cumbersome and inefficient — From requirement release to resume screening, interview invitation, and evaluation feedback, HR spends a lot of time on transactional work, making it difficult to focus on strategic talent planning.
  • Contract fulfillment process is not transparent — Abnormalities, schedule deviations, and quality issues during project delivery are difficult to detect and warn in time, with high post-event remediation costs.
  • Project management relies on individual experience — Project progress tracking, risk identification, and deviation warning rely on the project manager's personal ability, lacking standardized, automated intelligent assistance tools.
  • Operational decisions lack instant insights — Operational data is scattered across multiple systems, lacking instant analysis and strategic suggestions, and business decisions lag behind.

Solution Advantages

  • Factory-style construction of digital employees: With "position definition → employee instantiation" two-tier architecture, digital employees are upgraded from customized development to standardized assembly, generated with one click, batch copied, and deployed on demand.
  • Five-step scheduling closed-loop drives business landing: With Hermes central control set and Harness scheduling pipeline as the core, digital employees are upgraded from "able to chat" to "able to work", completing the full business closed-loop from intent understanding to action execution.
  • Cross-session memory system knows you better over time: Project-level shared memory ensures team collaboration consistency; user-level long-term memory enables cross-session personalized inheritance; every interaction accumulates experience.
  • Penetrating management lets decisions hit the root cause: Based on daily profit and loss reports for individual/individual projects, AI automatically identifies loss-making projects and inefficient personnel, triggers work orders and closes the loop for rectification, moving management from macro reports to micro precise decision-making.
  • Full-scenario coverage drives value flywheel: Covers 5 business domains, 11 roles, and 39 Agents; recruitment efficiency improved by 50%+, interview efficiency improved by 5x, idle time shortened by 10%; the more used, the stronger the capability.

Architecture Diagram

Architecture Diagram