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Enterprise AI Work Intelligence Platform
Replace manual daily reports with AI-powered work intelligence, productivity scoring, and enterprise knowledge management
Karma AI is an enterprise AI work intelligence platform that transforms traditional daily work reporting into an intelligent work management system. Instead of employees manually writing lengthy reports, Karma AI understands work context, asks dynamic follow-up questions, generates summaries, measures productivity, identifies pending tasks, and builds an organizational knowledge base.
DeepSeek-powered summaries, follow-up questions, and personalized guidance. Streaming SSE with RAG retrieval from your knowledge base.
jose JWT (HS256), CSP/HSTS/XSS headers, rate limiting, PII redaction, Zod input validation on all 22 API endpoints.
Employee, Manager, and Executive views with KPI cards, Recharts visualizations, and real-time activity feeds.
Every completed task becomes a searchable KB article — Problem → Solution → Root Cause with full-text and semantic search.
4-step report submission: Work Details → AI Questions → AI Summary → Review & Submit. Supports manual, Excel, and screenshot uploads.
Drizzle ORM + PostgreSQL + pgvector. 7 core tables with full indexing strategy. Docker-ready with docker-compose.
Next.js 16
App Router + SSR
jose JWT
HS256 Authentication
DeepSeek AI
V4 Pro + Streaming SSE
Drizzle ORM
PostgreSQL + pgvector
BullMQ Queue
Redis + 7 Job Types
Docker
Multi-Stage + HEALTHCHECK
Vitest
71 Tests + MSW Mocks
Playwright
6 E2E Scenarios
Recharts
6 Chart Types
| # | Parameter | Max | Weight |
|---|---|---|---|
| 1 | Task Completion | 25 | 25% |
| 2 | Work Quality | 15 | 15% |
| 3 | Evidence Submitted | 10 | 10% |
| 4 | Documentation | 10 | 10% |
| 5 | Communication | 10 | 10% |
| 6 | Testing | 10 | 10% |
| 7 | Pending Mgmt | 10 | 10% |
| 8 | AI Responses | 5 | 5% |
| 9 | Knowledge | 5 | 5% |
| 10 | Timeliness | 10 | 10% |
| Total | 100 | 100% |
Grading: A (90-100) Outstanding, B (75-89) Good, C (60-74) Average, D (40-59) Needs Improvement, F (<40) Poor
Reduction in manual reporting effort
Daily report submission compliance
Reduction in manager review time
Work item traceability
Searchable organizational knowledge
Executive visibility into project health