Smart Manager
ProductivityKnowledge ManagementMVP
Smart Manager
Intelligent knowledge management & chat platform
A knowledge-management and AI-chat platform with multi-key OpenRouter sync, owner dashboard with system logs, RAG-based chat, and production systemd deployment.
Knowledge management + AI chatMulti-key OpenRouter syncOwner dashboard with system logsRAG-based answerssystemd production deployment
smart-manager.app.demo
Vision
"Organizations drown in documents. Smart Manager turns scattered knowledge into a queryable, AI-powered assistant that answers from your own data."
Development progress80%
StageMVP
Est. to MVPProduction-ready now
Suggested pricing$99–$999 / org / month
The problem
Why this matters
Scattered knowledge
Docs, PDFs, FAQs spread across tools.
- No single source
- Slow answers
- Repeated work
Generic AI chat
ChatGPT doesn't know your org's data.
- Hallucinations
- No grounding
- No citations
Key management pain
Single API keys bottleneck and fail.
- Rate limits
- Single point of failure
- Manual rotation
The solution
How it works
Knowledge base
Ingest docs, PDFs, FAQs into a vector store.
RAG chat
AI answers grounded in your data with citations.
Multi-key sync
6 OpenRouter keys auto-synced and load-balanced.
Owner dashboard
System logs, key management, user oversight.
Capabilities
Key features
The core capabilities that make this product distinctive.
Knowledge Base
Ingest & vectorize docs
RAG Chat
Grounded AI answers
Multi-key Sync
6 OpenRouter keys load-balanced
Owner Dashboard
Logs, users, keys
System Logs
Production monitoring
systemd Deploy
Production-ready service
Under the hood
Architecture
Knowledge base + RAG + multi-key LLM, systemd production
1
FrontendNext.js
Chat + owner dashboard
2
APINext.js API routes
Chat, ingest, admin
3
KnowledgeVector store + chunking
RAG retrieval
4
LLMOpenRouter (6 keys)
Multi-key load balancing
5
Deploysystemd service
Production stability
Built with
Tech stack
Frontend
Next.jsReactTailwind
Backend
Next.js APIPrisma
AI
OpenRouter (6 keys)RAGVector store
Infra
systemdnginx
The path
Roadmap
Where each product stands and where it's going.
Phase 1Done
Core platform
- Knowledge base
- RAG chat
- Owner dashboard
Phase 2Done
Production
- Multi-key sync
- systemd deploy
- System logs
Phase 3In progress
Scale
- Multi-org
- Advanced RAG
- Mobile
Phase 4Planned
Growth
- Marketplace
- API
- Localization
For partners
Investment & partnership
An honest look at what's done, what's missing, and what I'm looking for.
What's done
- Knowledge base ingestion
- RAG chat with citations
- Owner dashboard
- System logs
- Multi-key OpenRouter sync (6 keys)
- systemd production deploy
- User management
- Seed scripts
What's missing
- Multi-org tenancy
- Advanced RAG (hybrid search)
- Mobile app
- Public API
- Localization
Looking for
Strategic InvestorTechnical Partner
Needs
- Enterprise pilot
- Funding for vector infra
- Localization
- Sales motion
Market potential
Knowledge management ~$24B
Competitive advantages
- Multi-key resilience
- Owner-grade monitoring
- Production-grade RAG
Target audience
- Organizations needing knowledge AI
- Customer support teams
- Internal helpdesks
- Knowledge-driven enterprises
Business model
- SaaS — Per-org knowledge platform
- On-prem — Self-hosted enterprise license
- Integration — Custom ingestion pipelines
Investor Intelligence
Valuation & Documentation
Estimated Valuation
AI-powered$4.8M$4.2M - $5.5M
Berkus + Scorecard + Risk Factor SummationUpdated 8/1/2026Confidence: 55%
Valuation Factors
Market Size (TAM)
820%
Team & Execution
615%
Product Completion
615%
Competitive Moat
715%
Revenue Potential
715%
Scalability
710%
Timing & Market Readiness
810%
⚠️ This is an AI-generated estimate for reference only. Actual valuation depends on due diligence, market conditions, and negotiation.
READMEproject documentation
Sensitive data (tokens, API keys, passwords) has been redacted
Watch the Smart Manager promo
A 30-second overview of the product vision and value proposition
Try the Smart Manager demo
An interactive mock demo with realistic data, dashboards, and an AI assistant. No real backend — just the experience of using the product.
Mock data only · No source code exposed · Safe to explore
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🚀 Smart Manager🎯 MVP📈 80% complete
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