Skip to content

Stabilarity Hub

Menu
  • Home
  • Research
    • Healthcare & Life Sciences
      • Medical ML Diagnosis
    • Enterprise & Economics
      • AI Economics
      • Cost-Effective AI
      • Spec-Driven AI
    • Geopolitics & Strategy
      • Anticipatory Intelligence
      • Future of AI
      • Geopolitical Risk Intelligence
    • AI & Future Signals
      • Capability–Adoption Gap
      • AI Observability
      • AI Intelligence Architecture
    • Data Science & Methods
      • HPF-P Framework
      • Intellectual Data Analysis
    • Publications
      • External Publications
    • Robotics & Engineering
      • Open Humanoid
    • Benchmarks & Measurement
      • Universal Intelligence Benchmark
      • Shadow Economy Dynamics
  • Tools
    • Healthcare & Life Sciences
      • ScanLab
      • AI Data Readiness Assessment
    • Enterprise Strategy
      • AI Use Case Classifier
      • ROI Calculator
      • Risk Calculator
    • Portfolio & Analytics
      • HPF Portfolio Optimizer
      • Adoption Gap Monitor
      • Data Mining Method Selector
    • Geopolitics & Prediction
      • War Prediction Model
      • Ukraine Crisis Prediction
      • Gap Analyzer
    • Technical & Observability
      • OTel AI Inspector
    • Robotics & Engineering
      • Humanoid Simulation
    • Benchmarks
      • UIB Benchmark Tool
  • API Gateway
  • About
  • Contact
  • Join Community
  • Terms of Service
  • Geopolitical Stability Dashboard
Menu

API Gateway — Developer Documentation

Stabilarity API Gateway

Unified programmatic access to all research platform APIs

v1.1.0
Free Access for Stabilarity Researchers

The Stabilarity API Gateway is not a commercial product — it is research infrastructure provided free of charge to all community members.

Every researcher gets a personal API key automatically upon joining. Your key gives you access to all exposed research APIs including Geopolitical Risk data, ScanLab Medical AI, HPF Portfolio Optimizer, Research Articles, and AI Tools.

Join the community — get your free API key

Your Personal API Key

Your API Key
Join the research community to get your free personal API key
Already a member? Sign in

Quick Start

Base URL: https://hub.stabilarity.com/api/v1/
Auth: X-API-Key header (or ?api_key= param)
Rate Limit: 100 requests/minute (researcher) | 100/day (demo key)
Format: JSON (charts return PNG images)
# Check gateway status curl -H “X-API-Key: YOUR_KEY” https://hub.stabilarity.com/api/v1/status # Get country risk data curl -H “X-API-Key: YOUR_KEY” https://hub.stabilarity.com/api/v1/geo-risk/data/countries # List research articles curl -H “X-API-Key: YOUR_KEY” https://hub.stabilarity.com/api/v1/research/articles?limit=5 # Classify an AI use case curl -X POST -H “X-API-Key: YOUR_KEY” -H “Content-Type: application/json” \ -d ‘{“use_case”:”fraud detection”,”industry”:”finance”}’ \ https://hub.stabilarity.com/api/v1/tools/classify

API Reference

Gateway Status

GET /v1/status
Returns gateway health and all backend service statuses. No authentication required for basic health check.
// Response will appear here

Geopolitical Risk API

Real-time geopolitical risk analysis with country scores, macro indicators, and chart visualizations.

GET /v1/geo-risk/status
Check health of the Geo Risk backend.
GET /v1/geo-risk/data/countries
Returns geopolitical risk scores for all tracked countries.
GET /v1/geo-risk/chart/{chart_type}
Returns a PNG chart. Types: world-map, risk-trend, country-comparison.
GET /v1/geo-risk/macro/current
Current macroeconomic indicators for risk assessment.

ScanLab Medical AI

Medical AI diagnostics with multiple models for image classification and analysis.

GET /v1/scanlab/health
ScanLab backend health check.
GET /v1/scanlab/models
List available diagnostic models.
POST /v1/scanlab/predict
Submit data for medical AI prediction. See /v1/scanlab/models for inputs.
GET /v1/scanlab/analytics
Usage analytics and model performance statistics.

HPF — Holistic Portfolio Framework

Portfolio optimization and risk analysis using the HPF methodology.

GET /v1/hpf/health
HPF backend health check.
GET /v1/hpf/sample
Sample portfolio with example allocations and risk metrics.
POST /v1/hpf/analyze
Submit portfolio data for HPF analysis and optimization.

Research Articles API

Access published research articles from the Stabilarity platform with DOI metadata and category filtering.

GET /v1/research/articles?category=&limit=20&offset=0
Paginated list of published research articles. Filter by category slug.
ParameterTypeDescription
categorystringFilter by category slug (e.g. future-of-ai, ai-economics)
limitintNumber of results (1-100, default 20)
offsetintPagination offset (default 0)
GET /v1/research/series
List all research series (categories) with article counts.
GET /v1/research/articles/{post_id}
Full metadata for a single article including abstract.

AI Tools API

Programmatic access to Stabilarity AI assessment tools: use case classifier, ROI calculator, and risk assessment.

POST /v1/tools/classify
AI Use Case Classifier. Input: {“use_case”: “…”, “industry”: “…”}. Returns category, fit score, recommendation, AADA score.
POST /v1/tools/roi
ROI Calculator. Input: {“investment”: 100000, “team_size”: 5, “industry”: “finance”, “use_case”: “fraud detection”}. Returns ROI %, payback months, risk level.
POST /v1/tools/risk
Risk Calculator. Input: {“industry”: “healthcare”, “data_quality”: 7, “team_size”: 10, “timeline_months”: 6}. Returns risk score, level, and contributing factors.

Example: Classify a Use Case

curl -X POST -H “X-API-Key: YOUR_KEY” -H “Content-Type: application/json” \ -d ‘{“use_case”:”customer churn prediction”,”industry”:”telecom”}’ \ https://hub.stabilarity.com/api/v1/tools/classify // Response: { “category”: “Predictive Analytics”, “fit_score”: 92, “recommendation”: “Strong fit for Predictive Analytics in telecom. Recommend immediate pilot.”, “aada_score”: 78 }

Interactive API Documentation

Full OpenAPI specification with try-it-out functionality. Enter your API key below to authenticate requests.

Authentication

API Key Authentication

All endpoints require authentication. Include your key in one of:
X-API-Key: your-key-here (header, recommended)
?api_key=your-key-here (query parameter)

Rate limits: 100 req/min for researcher keys, 100 req/day for demo keys.

Your Personal API Key

Your API Key
Join the research community to get your free personal API key
Already a member? Sign in
Stabilarity API Gateway v1.1.0 | 18 endpoints | OpenAPI spec: openapi.json | Docs: Swagger UI

Recent Posts

  • The Computer & Math 33%: Why the Most AI-Capable Occupation Group Still Automates Only a Third of Its Tasks
  • Frontier AI Consolidation Economics: Why the Big Get Bigger
  • Silicon War Economics: The Cost Structure of Chip Nationalism
  • Enterprise AI Agents as the New Insider Threat: A Cost-Effectiveness Analysis of Autonomous Risk
  • Policy Implications and a Decision Framework for Shadow Economy Reduction in Ukraine

Recent Comments

  1. Oleh on Google Antigravity: Redefining AI-Assisted Software Development

Archives

  • March 2026
  • February 2026

Categories

  • ai
  • AI Economics
  • AI Observability & Monitoring
  • AI Portfolio Optimisation
  • Ancient IT History
  • Anticipatory Intelligence
  • Capability-Adoption Gap
  • Cost-Effective Enterprise AI
  • Future of AI
  • Geopolitical Risk Intelligence
  • hackathon
  • healthcare
  • HPF-P Framework
  • innovation
  • Intellectual Data Analysis
  • medai
  • Medical ML Diagnosis
  • Open Humanoid
  • Research
  • Shadow Economy Dynamics
  • Spec-Driven AI Development
  • Technology
  • Uncategorized
  • Universal Intelligence Benchmark
  • War Prediction

About

Stabilarity Research Hub is dedicated to advancing the frontiers of AI, from Medical ML to Anticipatory Intelligence. Our mission is to build robust and efficient AI systems for a safer future.

Language

  • Medical ML Diagnosis
  • AI Economics
  • Cost-Effective AI
  • Anticipatory Intelligence
  • Data Mining
  • 🔑 API for Researchers

Connect

Facebook Group: Join

Telegram: @Y0man

Email: contact@stabilarity.com

© 2026 Stabilarity Research Hub

© 2026 Stabilarity Hub | Powered by Superbs Personal Blog theme
Stabilarity Research Hub

Open research platform for AI, machine learning, and enterprise technology. All articles are preprints with DOI registration via Zenodo.

185+
Articles
8
Series
DOI
Archived

Research Series

  • Medical ML Diagnosis
  • Anticipatory Intelligence
  • Intellectual Data Analysis
  • AI Economics
  • Cost-Effective AI
  • Spec-Driven AI

Community

  • Join Community
  • MedAI Hack
  • Zenodo Archive
  • Contact Us

Legal

  • Terms of Service
  • About Us
  • Contact
Operated by
Stabilarity OÜ
Registry: 17150040
Estonian Business Register →
© 2026 Stabilarity OÜ. Content licensed under CC BY 4.0
Terms About Contact
Language: 🇬🇧 EN 🇺🇦 UK 🇩🇪 DE 🇵🇱 PL 🇫🇷 FR
Display Settings
Theme
Light
Dark
Auto
Width
Default
Column
Wide
Text 100%

We use cookies to enhance your experience and analyze site traffic. By clicking "Accept All", you consent to our use of cookies. Read our Terms of Service for more information.