PulseIQ is a real-time enterprise intelligence agent that acts like an AI Chief of Staff.
Instead of dashboards or chat-over-data, PulseIQ continuously monitors business activity, detects meaningful changes, explains why they happened across domains, and generates executive-ready briefings with insights, risks, and opportunities.
PulseIQ:
- Ingests real-time business events (synthetic for hackathon)
- Computes live KPIs (LTV, partner quality, acquisition health)
- Builds a business knowledge graph for cross-domain reasoning
- Detects performance degradation automatically
- Explains root causes (e.g., partner mix → LTV drop)
- Produces executive summaries:
- 3 Insights
- 2 Risks
- 1 Opportunity
- Displays everything in a live executive dashboard
Think: autonomous business intelligence, not dashboards.
Events → Metrics Engine → Knowledge Graph → Reasoning Agent → Executive UI
- FastAPI (Python)
- Real-time synthetic data simulator
- Metrics engine (LTV, partner quality)
- NetworkX knowledge graph
- Root-cause reasoning agent
- Executive briefing generator (local demo LLM)
- Next.js (App Router)
- Tailwind CSS
- Live KPI cards
- Insights / Risks / Opportunities panels
- Root cause timeline
- Executive summary view
- Real-time metric monitoring
- Cross-domain causal reasoning
- Executive-level summaries (not raw analytics)
- Dark AI-themed dashboard
- Deterministic demo mode (hackathon-safe)
- No external APIs required for demo
pulseiq/ ├── backend/ │ ├── app/ │ │ ├── main.py # FastAPI entry │ │ ├── simulator.py # Real-time event generator │ │ ├── metrics.py # KPI calculations │ │ ├── graph.py # Knowledge graph │ │ └── agent.py # Reasoning + executive briefing │ └── requirements.txt │ └── frontend/ └── src/app/page.js # Executive dashboard
cd backend
python -m venv venv
venv\Scripts\activate # Windows
pip install -r requirements.txt
uvicorn app.main:app --reload
http://localhost:8000
cd frontend
npm install
npm run dev
http://localhost:3000
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##🧪 Demo Flow
Start backend
Start frontend
Wait ~10–30 seconds
Low-quality partner traffic increases
LTV drops
PulseIQ detects root cause
Executive insights populate automatically
No manual triggers required.
🎯 Hackathon Focus
PulseIQ demonstrates:
Autonomous insight generation
Cross-domain reasoning
Real-time executive intelligence
Business storytelling via AI
This is not BI.
This is decision intelligence.
🔐 API Keys
Current demo uses a local executive generator (no external LLM required).
If integrating real LLMs later:
Store keys in Railway environment variables
Never commit .env files to GitHub
🏆 Use Cases
Executive decision support
Partner quality monitoring
Revenue risk detection
Churn early warning
Platform health intelligence
👥 Team: True_AI
##Umer Anis
##Shadab Ahmed
##Humberto
Built for the Deriv AI Talent Sprint Hackathon.
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MIT License
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