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PrakuraIT Solutions

Architecture Library

Reference Architectures

Six layered views of how Prakura products, agents and integrations fit together. Read top to bottom; every diagram is also plain text.

Architectures

Illustrative Preview

College Architecture

  1. Users

    • Students
    • Faculty
    • Placement cell
    • Leadership
  2. Products

    • LMS
    • Code Engine
    • Placement Engine
  3. Intelligence

    • Skill Graph
    • Readiness analytics
  4. AI

    • Learning Agent
    • Interview Agent
    • Placement Agent
  5. Trust

    • Role-based access
    • Masked recruiter view
    • Audit

Enterprise HR Architecture

  1. Users

    • Employees
    • Managers
    • HR
  2. Products

    • HRMS
    • LMS
  3. Integrations

    • Identity
    • Payroll (planned)
    • Email
  4. AI

    • HR Agent
    • Employee Assistant
    • Manager Agent
  5. Trust

    • Salary data excluded
    • Approvals
    • Audit

AI Agent Architecture

  1. Entry

    • Chat
    • Product surfaces
    • API
  2. Routing

    • Intent classification
    • Agent selection
    • Model class
  3. Agents

    • Role
    • Tools
    • Permissions
  4. Grounding

    • Authorized sources
    • Citations
  5. Control

    • Approvals
    • Evaluation
    • Observability

Placement Architecture

  1. Users

    • Students
    • Placement team
    • Recruiters
  2. Data

    • Assessments
    • Coding evidence
    • Interviews
  3. Products

    • Placement Engine
    • Career Passport
  4. AI

    • Placement Agent
    • Interview Agent
  5. Trust

    • Consent-based sharing
    • Masked profiles

Learning Architecture

  1. Users

    • Learners
    • Educators
    • L&D
  2. Content

    • Courses
    • Assignments
    • Labs
  3. Products

    • LMS
    • Code Engine
  4. AI

    • Learning Agent
    • Coding Agent
  5. Analytics

    • Engagement
    • Skill progress

Engineering AI Architecture

  1. Inputs

    • Stories
    • Code
    • Test results
  2. Agents

    • Product
    • Developer
    • QA
    • DevOps
    • Analytics
  3. Pipeline

    • CI/CD
    • Release gates
  4. Control

    • PR approval
    • Audit

Walk through an architecture with an engineer